SlideShare ist ein Scribd-Unternehmen logo
1 von 4
Downloaden Sie, um offline zu lesen
Emergency Medicine News & Articles

Bringing It
In House
In-ED imaging can improve
efficiency, raise the quality of care
and even help the bottom line.
Dr. Manuel Hernandez explains
how to design it right from the
ground up.
	 As the ED has evolved, the role of advanced
diagnostics has exploded in the evaluation and
management of our patients. Beginning with
simple roentgenograms and basic laboratory analysis, our diagnostic capabilities have
expanded to include advanced non-invasive
imaging that has largely replaced exploratory
surgery and the “wait-and-see” approach commonly used in the absence of diagnostics.
	 The concept of housing imaging within the
ED had gained popularity, though at differing
rates. The most readily available data from the
United States and other advanced systems has
shown a steady increase in imaging utilization.
For example, data from the United States has
demonstrated a five-fold increase in CT studies
ordered in paediatric cases from 1995 – 2008
(Larson). Flattening and even declining utilization trends are also beginning to exhibit themselves for adult patients in advanced systems
where CT scans have been readily available for
many years (Levin, Menoch).
	 Part of what has driven increased use of
imaging can be attributed to increased availability and practice in high-liability environments.
While there is limited peer-reviewed data to
suggest a correlation between availability of
imaging in-department and utilization rates,
links between liability concerns and utilization
have been demonstrated (Smith-Bindman).

fig. 1: ED design with x-ray immediately adjacent to triage

TABLE 1 – Treatment Stations Required to Support Table 1 —
Diagnostic Imaging by Imaging Demand
		

ED #1	

ED #2	

ED #3

Number of Annual Imaging Cases	

15,000 	

15,000 	

15,000

Imaging Turnaround Time 	

48 min. 	

36 min. 	

20 min.

12,000 hrs. 	

9,000 hrs. 	

5,000 hrs.

Total Care Time 	
ED Treatment Stations Required	
to Support Imaging Demands1	

1.8	
1.4	
0.8	
stations	stations	stations

1. Assumes 75% exam room occupancy target

All images ©2013 Cannon Design
TRIAGE
TREATMENT

IMAGING

TREATMENT

TREATMENT

TREATMENT

TREATMENT

fig. 2: Imaging Location in High Volume ED

fig. 4: CT Scanner Immediately Adjacent to High-Acuity Zone

TABLE 2: Cost Analysis of Imaging Turnaround Times
ED #1

ED #2

ED #3

TABLE 3: ED Minimum Imaging
Volumes By Modality to Justify
In-ED Imaging Investment
MODALITY

Stations Required to Support
Imaging Costs

1.8
stations

1.4
stations

0.8
stations

€3,375/m2

€3,375/m2

13.3 m2

13.3 m2

13.3 m2

Costs Attributed to Imaging
Turnaround Times

€80,798

€62,843

€35,910

Fixed X-ray

Standard
Requirement

Portable X-ray

Standard
Requirement

Portable
Ultrasound

Standard
Requirement
~ 13,000

MRI

~ 4,400

€3,375/m2

Recommended Treatment Station Size

RECOMMENDED
TRESHOLD
VOLUME

CT

DESIGN & CONSTRUCTION COSTS

Average ED Design & Construction Costs

STAFFING COSTS
Total Care Time

12,000 hrs.

9,000 hrs.

5,000 hrs.

Annual Care Hours / RN FTE

6,240 hrs.

6,240 hrs.

6,240 hrs.

RN FTEs Required to Support
Imaging Turnaround Time

1.92

1.44

0.80

Annual RN Salary

€70,000

€70,000

€70,000

Annual Nursing Labor Costs
Required to Support Imaging
Turnaround Time

€134,400

€100,800

€56,000

1

1. FTE = Full Time Equivalent

The Case for In-ED Imaging
Planning for In-ED imaging begins with
developing the business case for why investment in such expensive technologies will
enhance performance, be it clinical quality,
operational efficiency, financial performance or
any combination of the three. Table 1 demonstrates the impact of imaging turnaround times

on overall ED performance.
Looking at the cost of construction of unnecessary capacity and annual staffing costs to
support patient care, the case for developing
design solutions to reduce imaging turnaround
times is clear. Building on the information in
Table 1, Table 2 further explores the business
case for in-ED imaging services.

Based on the information presented in
Table 2, an investment in an in-ED x-ray unit
would achieve break even on the investment
within 2-3 years of implementation, while a CT
scanner would break even on the investment
within 5-7 years, depending on the technology
purchased.
Other studies have looked at the cost effectiveness of use of advanced imaging modalities as a part of the ED evaluation phase as a
strategy for reducing the overall cost of care.
For example, use of coronary CT angiography
in the ED as a part of an in-ED cardiac rule-out
pathway has been shown to reduce overall
length of stay for low-risk chest pain patients
while also significantly reducing the total cost
of care for the patient encounter (Goehler). In
situations such as this, the investment in an
Table 4 – ED Minimum Imaging Volumes By Modality
to Justify In-ED Imaging Investment
SPECIAL PATIENT	
POPULATION / DESIGNATION	
		
Paediatrics	

X-RAY	

US	

CT	

MRI

X	 X	+/-1	

Trauma	

X	X	X	

Acute Stroke	

X		X	 -2
+/

Chest Pain Center	

X		

X3	

1.	 Frequent use of CT in the paediatric population is a topic of much debase in EM. As of the time of this publication
	 consensus on In-ED CT except for high-volume / high-acuity paediatric centers does not exist.
2.	 Early studies at advanced academic medical centers are indicating benefit of early MRI in acute stroke patients,  
	 As of the time of this publication consensus on the value of in-ED MRI does not exist.
3.	 Studies investigating use of coronary CT angiography as a part of a rapid “triple rule-out” in low risk patients
	 is showing benefit. This requires advanced CT technology, typically 64-slice dual source scanning capability of better.

in-ED CT scanner could yield a quick return on
the investment in the technology.
Imaging Modalities to Consider
	 Selecting the proper imaging technologies
can have a direct impact on speed to diagnosis,
initiation of definitive management and overall
length of stay in the ED. The selection criteria
for what imaging to include within the borders
of the ED should, at a minimum, include the
following:
	 1.	Annual imaging volumes (by modality)
		 performed in the ED
	 2.	ED acuity and special patient populations
	 3.	Distance of ED from main diagnostic
		 imaging services (immediately adjacent,
		 distant, remote)
	 4.	Availability of diagnostic imaging staff
		 24/7 or on-call
	 5.	Potential impact on total cost of care
	 6.	Annual ED Imaging Volumes
	
	 The addition of diagnostic imaging technology in the ED is no small investment.
Because of this investment requirement, it
is important to consider whether or not the
demand for imaging services justifies the
investment. While there is no industry-wide
benchmark for imaging volumes that justify
investment in imaging, this author considers the
information in Table 3 as a useful guideline.
ED Acuity and Special
Patient Populations
	 As EDs develop more and more specialty
services, the speed to diagnosis and definitive
management becomes evermore important.
Similarly, as patient acuity levels increase in

the ED, it can be expected that more and more
demand for imaging services will develop. With
this understanding in mind and based on current
and future standards of care, this author considers Table 4 to be a useful guideline for in-ED
imaging planning.
Distance of ED From Main Diagnostic
Imaging Services
	 Studies analyzing the root causes of
delayed ED imaging have indicated that order
processing and patient transport times, along
with imaging location, can all impact imaging turnaround times. A study of three urban
Canadian EDs demonstrated that turnaround
times for plain x-ray studies were shortened in
the ED with an imaging unit within ED, while
turnaround times were over 50% longer when
the x-ray unit was located remote to the
ED (Worster).
Availability of Diagnostic Imaging Staff
24/7 or On-Call
	 Staffing the imaging areas of the ED is
another important consideration for in-ED
imaging services. Clearly, a CT scanner in the
ED is of no benefit if there is no staff to run it.
Once an imaging modality is located within the
borders of the ED, it is expected the service will
be available 24/7 through either an in-house or
on-call staffing model.
Potential Impact on Cost of Care
	 Throughout this article, examples of how
diagnostic imaging has impacted the overall
cost of care have been presented. Bending the
cost-curve of emergency care and the total cost

Figure 3 – X-ray Immediately Adjacent to Triage

of care are important considerations that can
be meaningfully impacted by careful imaging
planning in any ED design. For example, selecting advanced CT technologies with subsequent
elimination of oral contrast preparation for
abdominal CT scans has shown to reliably
decrease length of stay by as much as two hours
or more without compromising quality (Levenson, Hopkins, Hlibczuk, Anderson).
Designing the ED for Optimal
Imaging Services
	 While previous ED designs typically centered on placing in-ED imaging services deep
within the ED and clustered together, newer
designs are experimenting with decentralization
of imaging services, placing each modality closest to its area of greatest demand. This said, as
illustrated in Figure 1, extremely large ED (annual census > 100,000 visits) may benefit from
centrally locating in-ED imaging relative to all
treatment stations by reducing travel distances
for patients and staff.
	 Varying the location of the imaging modalities within the ED can have a significant impact
on overall speed to imaging and length of stay
for all but the largest EDs. One ED that moved
its fixed x-ray unit from deep within the ED to
be adjacent to triage noted a 25% reduction in
length of stay for patients requiring x-ray studies (Horton). The logic of this design approach
is that lower acuity, ambulatory patients tend to
rely on the fixed x-ray unit, while higher-acuity
patients tend to receive a higher number of
portable x-rays in many EDs. Figure 2 demonstrates an ED design depicting a decentralized
imaging model with x-ray located proximate
to triage and lower acuity areas while CT is
located closer to the trauma bays.
	 Figure 1 shows an ED design with x-ray immediate adjacent to triage. This design solution
creates a patient flow that, where clinically-acceptable, allows the triage team to identify and
order the appropriate imaging study with the
patient receiving the x-ray prior to being placed
in a treatment station with a resulting decrease
in travel distances for the patient and staff.
Figure 4 illustrates an ED design with the in-ED
CT scanner located immediately across the
corridor from the major resuscitation stations,
reducing travel distances for the most criticallyill patients receiving care in the ED.
	 Portable imaging technologies have also
been shown to add value and should be planned
for appropriately. A 2010 Canadian study
assessed the impact of a portable CT scanner
in rural community hospitals linked to larger
referral center via a tele-stroke program resulted
in increased ability to deliver thrombolytics
to patients presenting with an acute ischemic
stroke (Shuaib).
	 When planning for portable imaging modalities, the primary concerns in ED design are
proximity and size. First, storage space for the
portable units should be in close proximity to
the staff using the technology and the patients

most frequently requiring the corresponding
imaging study. Second, ED treatment stations
should be designed large enough to accommodate entry of the portable imaging technology
into the room with the ability to easily access
the patient from at least three sides.
	 Other important ED design considerations
with respect to imaging focus on ensuring
imaging staff have adequate workspace in
proximity to where imaging services will be
performed. Similarly, equipment necessary
to process images should be immediately
adjacent to where imaging studies will be performed to reduce overall staff travel distances
and delays in study turnaround times. Equally
important, locations where ED physicians and
staff can view images should be readily available throughout the ED. This is most easily
accomplished by ensuring adequate viewing
monitors or, more recently, through the use of
high-resolution portable tables with wireless
connection to the imaging viewer.
	 An important non-facility design consideration is how linking EDs across a community can help reduce overall utilization of
imaging modalities, particularly for patients
being seen in multiple EDs or having multiple
visits for the same complaint. One community developed a health information exchange
that allowed all EDs to access the results of
imaging studies performed at other EDs in the
community. Access to previously-completed
imaging studies resulted in a 64% decrease in

repeat imaging studies for patients complaining of back pain (Bailey). Similarly, designing
ED imaging services to support image import
capabilities for patients being transferred to
another ED for ongoing management has been
shown to reduce reimaging (Bamberg,
Sodickson). This would have the obvious
benefit of reducing unnecessary radiation
exposure and lowering the total cost of care.
Figure 5 illustrates the design of a common
imaging view room that can support both inhouse and uploaded images.
Summary
	 Through careful planning, business case
development and design, EDs can be developed to support best-in-class design features
while enhancing the standard of care, improving overall efficiency and productivity of the
ED, lowering length of stay and reducing the
cost of care for multiple patient groups. Facilities planning new, renovated or expanded EDs
are wise to carefully consider how diagnostic
imaging will evolve and, based on this, what
imaging should be considered for inclusion
within the physical borders of the ED.

REFERENCES
Anderson B, Salem L, Flum D. A
systematic review of whether oral
contrast is necessary for the computed
tomography diagnosis of appendicitis in
adults. Am J Surg. 2005;190:474-478.
Bailey JE, Pope RA, Elliott EC, Wan
JY, Waters TM, Frisse ME. Health
information exchange reduces repeated
diagnostic imaging for back pain. Ann
Emerg Med. 2013 Jul;62(1):16-24.
Bamberg F, Marcus RP, Schlett CL,
Schoepf UJ, Johnson TR, Nance JW
Jr, Hoffmann U, Reiser MF, Nikolaou
K. Imaging evaluation of acute chest
pain: systematic review of evidence
base and cost-effectiveness. J Thorac
Imaging. 2012 Sep;27(5):289-295.
Goehler A, Ollendorf DA, Jaeger M,
Ladapo J, Neumann T, Gazelle GS,
Pearson SD. A simulation model of
clinical and economic outcomes of
cardiac CT triage of patients with acute

chest pain in the emergency department. AJR Am J Roentgenol. 2011
Apr;196(4):853-61.
Hlibczuk V, Dattaro JA, Jin X, et al.
Diagnostic accuracy of noncontrast
computed tomography for appendicitis
in adults: a systematic review. Ann
Emerg Med. 2010; 55:51-59.
Hopkins CL, Madsen T, Foy Z, Reina
M, Barton E. Does limiting oral contrast
decrease emergency department
length of stay? West J Emerg Med.
2012 Nov;13(5):383-7.

Levin DC, Rao VM, Parker L. The
recent downturn in utilization of CT: the
start of a new trend? J Am Coll Radiol.
2012 Nov;9(11):795-8.
Levenson RB, Camacho MA, Horn E,
Saghir A, McGillicuddy D, Sanchez LD.
Eliminating routine oral contrast use
for CT in the emergency department: impact on patient throughput
and diagnosis. Emerg Radiol. 2012
Dec;19(6):513-7.

Horton E. Personal interview. Apr.
2012.

Menoch MJ, Hirsh DA, Khan NS,
Simon HK, Sturm JJ. Trends in
computed tomography utilization in
the pediatric emergency department.
Pediatrics. 2012 Mar;129(3):e690-7.

Larson DB, Johnson LW, Schnell BM,
Goske MJ, Salisbury SR, Forman
HP. Rising use of CT in child visits
to the emergency department in the
United States, 1995 – 2008. Radiology.
2011;259(3): 793-801.

Shuaib A, Khan K, Whittaker T, Amlani
S, Crumley P. Introduction of portable
computed tomography scanners, in the
treatment of acute stroke patients via
telemedicine in remote communities.
Int J Stroke. 2010 Apr;5(2):62-6.

Smith-Bindman R, McCulloch CE,
Ding A, Quale C, Chu PW. Diagnostic
imaging rates for head injury in the
ED and states’ medical malpractice
tort reforms. Am J Emerg Med. 2011
Jul;29(6):656-64.
Sodickson A, Opraseuth J, Ledbetter
S. Outside imaging in emergency
department transfer patients: CD
import reduces rates of subsequent
imaging utilization. Radiology. 2011
Aug;260(2):408-13.
Worster A, Fernandes CM, Malcolmson
C, Eva K, Simpson D. Identification of root causes for emergency
diagnostic imaging delays at three
Canadian hospitals. J Emerg Nurs.
2006 Aug;32(4):276-80.

Reprinted with permission from EPi Fall 2013

Weitere Àhnliche Inhalte

Was ist angesagt?

Study on Physicians Request for Computed Tomography Examinations for Patients...
Study on Physicians Request for Computed Tomography Examinations for Patients...Study on Physicians Request for Computed Tomography Examinations for Patients...
Study on Physicians Request for Computed Tomography Examinations for Patients...IRJESJOURNAL
 
IRJET- Classification of Cancer of the Lungs using ANN and SVM Algorithms
IRJET- Classification of Cancer of the Lungs using ANN and SVM AlgorithmsIRJET- Classification of Cancer of the Lungs using ANN and SVM Algorithms
IRJET- Classification of Cancer of the Lungs using ANN and SVM AlgorithmsIRJET Journal
 
Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...
Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...
Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...Healthcare and Medical Sciences
 
Clinical Transformation, Part II
Clinical Transformation, Part IIClinical Transformation, Part II
Clinical Transformation, Part IIMedsphere
 
Clinical quality assurance in Radiotherapy
Clinical quality assurance in RadiotherapyClinical quality assurance in Radiotherapy
Clinical quality assurance in RadiotherapyBharti Devnani
 
Radiotherapy Risk Profiles & Its Management
Radiotherapy Risk Profiles & Its ManagementRadiotherapy Risk Profiles & Its Management
Radiotherapy Risk Profiles & Its ManagementSubrata Roy
 
Towards best practice in interventional radiology
Towards best practice in interventional radiologyTowards best practice in interventional radiology
Towards best practice in interventional radiologyNHS Improvement
 
Articulo de telemedicina en urgencia
Articulo de telemedicina en urgenciaArticulo de telemedicina en urgencia
Articulo de telemedicina en urgenciaRicardo Hossman
 
Patient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of GuyanaPatient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of GuyanaRamzee Small
 
Radiosurgery (CyberKnife) in Liver Tumours: Indian Experience
Radiosurgery (CyberKnife) in Liver Tumours: Indian ExperienceRadiosurgery (CyberKnife) in Liver Tumours: Indian Experience
Radiosurgery (CyberKnife) in Liver Tumours: Indian Experienceduttaradio
 
디지턞 ìč˜ëŁŒì œ, 또 하나의 ì‹ ì•œ
디지턞 ìč˜ëŁŒì œ, 또 하나의 신앜디지턞 ìč˜ëŁŒì œ, 또 하나의 ì‹ ì•œ
디지턞 ìč˜ëŁŒì œ, 또 하나의 ì‹ ì•œYoon Sup Choi
 
Cbct is the imaging technique of choice for comprehensive orthodontic assesment
Cbct is the imaging technique of choice for comprehensive orthodontic assesmentCbct is the imaging technique of choice for comprehensive orthodontic assesment
Cbct is the imaging technique of choice for comprehensive orthodontic assesmentNielsen Pereira
 
University of Toronto - Radiomics for Oncology - 2017
University of Toronto  - Radiomics for Oncology - 2017University of Toronto  - Radiomics for Oncology - 2017
University of Toronto - Radiomics for Oncology - 2017Andre Dekker
 
Hypofractionated radiotherapy during covid 19 pandemic
Hypofractionated radiotherapy during covid 19 pandemic Hypofractionated radiotherapy during covid 19 pandemic
Hypofractionated radiotherapy during covid 19 pandemic Amin Amin
 
USE OF PET – HEALTH CARE POLICY PERSPECTIVES
USE OF PET – HEALTH CARE POLICY PERSPECTIVESUSE OF PET – HEALTH CARE POLICY PERSPECTIVES
USE OF PET – HEALTH CARE POLICY PERSPECTIVESRuby Med Plus
 

Was ist angesagt? (20)

Assessment
AssessmentAssessment
Assessment
 
Study on Physicians Request for Computed Tomography Examinations for Patients...
Study on Physicians Request for Computed Tomography Examinations for Patients...Study on Physicians Request for Computed Tomography Examinations for Patients...
Study on Physicians Request for Computed Tomography Examinations for Patients...
 
IRJET- Classification of Cancer of the Lungs using ANN and SVM Algorithms
IRJET- Classification of Cancer of the Lungs using ANN and SVM AlgorithmsIRJET- Classification of Cancer of the Lungs using ANN and SVM Algorithms
IRJET- Classification of Cancer of the Lungs using ANN and SVM Algorithms
 
Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...
Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...
Effective Dose of Computed Tomography (CT) Head in Some Selected Hospitals in...
 
Clinical Transformation, Part II
Clinical Transformation, Part IIClinical Transformation, Part II
Clinical Transformation, Part II
 
4D Radiotherapy
4D Radiotherapy4D Radiotherapy
4D Radiotherapy
 
Clinical quality assurance in Radiotherapy
Clinical quality assurance in RadiotherapyClinical quality assurance in Radiotherapy
Clinical quality assurance in Radiotherapy
 
Radiotherapy Risk Profiles & Its Management
Radiotherapy Risk Profiles & Its ManagementRadiotherapy Risk Profiles & Its Management
Radiotherapy Risk Profiles & Its Management
 
Towards best practice in interventional radiology
Towards best practice in interventional radiologyTowards best practice in interventional radiology
Towards best practice in interventional radiology
 
Articulo de telemedicina en urgencia
Articulo de telemedicina en urgenciaArticulo de telemedicina en urgencia
Articulo de telemedicina en urgencia
 
Patient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of GuyanaPatient Dose Audit in Computed Tomography at Cancer Institute of Guyana
Patient Dose Audit in Computed Tomography at Cancer Institute of Guyana
 
Physician Initiated Research
Physician Initiated ResearchPhysician Initiated Research
Physician Initiated Research
 
Radiosurgery (CyberKnife) in Liver Tumours: Indian Experience
Radiosurgery (CyberKnife) in Liver Tumours: Indian ExperienceRadiosurgery (CyberKnife) in Liver Tumours: Indian Experience
Radiosurgery (CyberKnife) in Liver Tumours: Indian Experience
 
Trauma audit presentation
Trauma audit presentationTrauma audit presentation
Trauma audit presentation
 
디지턞 ìč˜ëŁŒì œ, 또 하나의 ì‹ ì•œ
디지턞 ìč˜ëŁŒì œ, 또 하나의 신앜디지턞 ìč˜ëŁŒì œ, 또 하나의 ì‹ ì•œ
디지턞 ìč˜ëŁŒì œ, 또 하나의 ì‹ ì•œ
 
Cbct is the imaging technique of choice for comprehensive orthodontic assesment
Cbct is the imaging technique of choice for comprehensive orthodontic assesmentCbct is the imaging technique of choice for comprehensive orthodontic assesment
Cbct is the imaging technique of choice for comprehensive orthodontic assesment
 
University of Toronto - Radiomics for Oncology - 2017
University of Toronto  - Radiomics for Oncology - 2017University of Toronto  - Radiomics for Oncology - 2017
University of Toronto - Radiomics for Oncology - 2017
 
Ser talk dr.n. khandelwal
Ser talk dr.n. khandelwalSer talk dr.n. khandelwal
Ser talk dr.n. khandelwal
 
Hypofractionated radiotherapy during covid 19 pandemic
Hypofractionated radiotherapy during covid 19 pandemic Hypofractionated radiotherapy during covid 19 pandemic
Hypofractionated radiotherapy during covid 19 pandemic
 
USE OF PET – HEALTH CARE POLICY PERSPECTIVES
USE OF PET – HEALTH CARE POLICY PERSPECTIVESUSE OF PET – HEALTH CARE POLICY PERSPECTIVES
USE OF PET – HEALTH CARE POLICY PERSPECTIVES
 

Andere mochten auch

SEGAP-General resource information
SEGAP-General resource informationSEGAP-General resource information
SEGAP-General resource informationCristian Catalin Mihai
 
ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”
ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”
ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”virtualtaganrog
 
Aprendiendo a aprender
Aprendiendo a aprenderAprendiendo a aprender
Aprendiendo a aprenderNeus04
 
Lola isa elena
Lola isa elenaLola isa elena
Lola isa elenaelsitalis
 
Diapo empowerment
Diapo empowermentDiapo empowerment
Diapo empowermentingrid Salinas
 

Andere mochten auch (7)

7
77
7
 
SEGAP-General resource information
SEGAP-General resource informationSEGAP-General resource information
SEGAP-General resource information
 
portfolio-simmetron
portfolio-simmetronportfolio-simmetron
portfolio-simmetron
 
ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”
ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”
ŃĐżĐŸŃ€Ń‚ĐžĐČĐœĐŸĐ” разĐČĐ»Đ”Ń‡Đ”ĐœĐžĐ”
 
Aprendiendo a aprender
Aprendiendo a aprenderAprendiendo a aprender
Aprendiendo a aprender
 
Lola isa elena
Lola isa elenaLola isa elena
Lola isa elena
 
Diapo empowerment
Diapo empowermentDiapo empowerment
Diapo empowerment
 

Ähnlich wie EPI - Bringing It In-House Series #4

Lung Nodule detection System
Lung Nodule detection SystemLung Nodule detection System
Lung Nodule detection SystemEditor IJMTER
 
Clinical pet and pet ct
Clinical pet and pet ctClinical pet and pet ct
Clinical pet and pet ctSpringer
 
An approach for radiation dose reduction in computerized tomography
An approach for radiation dose reduction in computerized  tomographyAn approach for radiation dose reduction in computerized  tomography
An approach for radiation dose reduction in computerized tomographyIJECEIAES
 
Financial Implications for Integrating Carestream OnSight 3D Extremity System...
Financial Implications for Integrating Carestream OnSight 3D Extremity System...Financial Implications for Integrating Carestream OnSight 3D Extremity System...
Financial Implications for Integrating Carestream OnSight 3D Extremity System...Carestream
 
Diagnostic medical imaging
Diagnostic medical imagingDiagnostic medical imaging
Diagnostic medical imagingPostDICOM
 
A Review of Super Resolution and Tumor Detection Techniques in Medical Imaging
A Review of Super Resolution and Tumor Detection Techniques in Medical ImagingA Review of Super Resolution and Tumor Detection Techniques in Medical Imaging
A Review of Super Resolution and Tumor Detection Techniques in Medical Imagingijtsrd
 
3D diagnostics in dental medicine - CBCT
3D diagnostics in dental medicine - CBCT3D diagnostics in dental medicine - CBCT
3D diagnostics in dental medicine - CBCTtlauc
 
ICRP 129 RP in CBCT.pptx
ICRP 129 RP in CBCT.pptxICRP 129 RP in CBCT.pptx
ICRP 129 RP in CBCT.pptxpoojamuley7
 
Advances in automatic tuberculosis detection in chest x ray images
Advances in automatic tuberculosis detection in chest x ray imagesAdvances in automatic tuberculosis detection in chest x ray images
Advances in automatic tuberculosis detection in chest x ray imagessipij
 
CT dose reduction
CT dose reductionCT dose reduction
CT dose reductionssuserb330ef1
 
ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI
ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI
ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI cscpconf
 
Oral Cancer Detection Using Image Processing and Deep Neural Networks.
Oral Cancer Detection Using Image Processing and Deep Neural Networks.Oral Cancer Detection Using Image Processing and Deep Neural Networks.
Oral Cancer Detection Using Image Processing and Deep Neural Networks.IRJET Journal
 
Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...eSAT Publishing House
 
Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...eSAT Journals
 
THE RATIONALE AND BENEFITS OF IGRT
THE RATIONALE AND BENEFITS OF IGRTTHE RATIONALE AND BENEFITS OF IGRT
THE RATIONALE AND BENEFITS OF IGRTMelissa McClement
 
Ultrasound image segmentation through deep learning based improvised U-Net
Ultrasound image segmentation through deep learning based  improvised U-NetUltrasound image segmentation through deep learning based  improvised U-Net
Ultrasound image segmentation through deep learning based improvised U-Netnooriasukmaningtyas
 
Review of Image Watermarking Technique for Medi
Review of Image Watermarking Technique for MediReview of Image Watermarking Technique for Medi
Review of Image Watermarking Technique for MediIJARIIT
 
Elective ii
Elective iiElective ii
Elective iihatch_jane
 

Ähnlich wie EPI - Bringing It In-House Series #4 (20)

Lung Nodule detection System
Lung Nodule detection SystemLung Nodule detection System
Lung Nodule detection System
 
43rd Publication- IJPSR- 4th Name.pdf
43rd Publication- IJPSR-  4th Name.pdf43rd Publication- IJPSR-  4th Name.pdf
43rd Publication- IJPSR- 4th Name.pdf
 
Clinical pet and pet ct
Clinical pet and pet ctClinical pet and pet ct
Clinical pet and pet ct
 
An approach for radiation dose reduction in computerized tomography
An approach for radiation dose reduction in computerized  tomographyAn approach for radiation dose reduction in computerized  tomography
An approach for radiation dose reduction in computerized tomography
 
Financial Implications for Integrating Carestream OnSight 3D Extremity System...
Financial Implications for Integrating Carestream OnSight 3D Extremity System...Financial Implications for Integrating Carestream OnSight 3D Extremity System...
Financial Implications for Integrating Carestream OnSight 3D Extremity System...
 
Diagnostic medical imaging
Diagnostic medical imagingDiagnostic medical imaging
Diagnostic medical imaging
 
A Review of Super Resolution and Tumor Detection Techniques in Medical Imaging
A Review of Super Resolution and Tumor Detection Techniques in Medical ImagingA Review of Super Resolution and Tumor Detection Techniques in Medical Imaging
A Review of Super Resolution and Tumor Detection Techniques in Medical Imaging
 
3D diagnostics in dental medicine - CBCT
3D diagnostics in dental medicine - CBCT3D diagnostics in dental medicine - CBCT
3D diagnostics in dental medicine - CBCT
 
ICRP 129 RP in CBCT.pptx
ICRP 129 RP in CBCT.pptxICRP 129 RP in CBCT.pptx
ICRP 129 RP in CBCT.pptx
 
Advances in automatic tuberculosis detection in chest x ray images
Advances in automatic tuberculosis detection in chest x ray imagesAdvances in automatic tuberculosis detection in chest x ray images
Advances in automatic tuberculosis detection in chest x ray images
 
CT dose reduction
CT dose reductionCT dose reduction
CT dose reduction
 
ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI
ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI
ANALYSIS OF WATERMARKING TECHNIQUES FOR MEDICAL IMAGES PRESERVING ROI
 
Oral Cancer Detection Using Image Processing and Deep Neural Networks.
Oral Cancer Detection Using Image Processing and Deep Neural Networks.Oral Cancer Detection Using Image Processing and Deep Neural Networks.
Oral Cancer Detection Using Image Processing and Deep Neural Networks.
 
Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...
 
Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...Comparative analysis of edge based and region based active contour using leve...
Comparative analysis of edge based and region based active contour using leve...
 
THE RATIONALE AND BENEFITS OF IGRT
THE RATIONALE AND BENEFITS OF IGRTTHE RATIONALE AND BENEFITS OF IGRT
THE RATIONALE AND BENEFITS OF IGRT
 
Ultrasound image segmentation through deep learning based improvised U-Net
Ultrasound image segmentation through deep learning based  improvised U-NetUltrasound image segmentation through deep learning based  improvised U-Net
Ultrasound image segmentation through deep learning based improvised U-Net
 
Review of Image Watermarking Technique for Medi
Review of Image Watermarking Technique for MediReview of Image Watermarking Technique for Medi
Review of Image Watermarking Technique for Medi
 
Elective ii
Elective iiElective ii
Elective ii
 
R0907 pa dosect_pr
R0907 pa dosect_prR0907 pa dosect_pr
R0907 pa dosect_pr
 

Mehr von CannonDesign

SXSW: Embracing Transformative Design to Redefine Cancer Care
SXSW: Embracing Transformative Design to Redefine Cancer CareSXSW: Embracing Transformative Design to Redefine Cancer Care
SXSW: Embracing Transformative Design to Redefine Cancer CareCannonDesign
 
How Design Thinking Can Connect Cities of Today to Jobs of Tomorrow
How Design Thinking Can Connect Cities of Today to Jobs of TomorrowHow Design Thinking Can Connect Cities of Today to Jobs of Tomorrow
How Design Thinking Can Connect Cities of Today to Jobs of TomorrowCannonDesign
 
How Intense Collaboration Fuels Brighter Civic Futures
How Intense Collaboration Fuels Brighter Civic FuturesHow Intense Collaboration Fuels Brighter Civic Futures
How Intense Collaboration Fuels Brighter Civic FuturesCannonDesign
 
SXSW 2018 - Rethinking Urban Design to Elevate Social Justice
SXSW 2018 - Rethinking Urban Design to Elevate Social JusticeSXSW 2018 - Rethinking Urban Design to Elevate Social Justice
SXSW 2018 - Rethinking Urban Design to Elevate Social JusticeCannonDesign
 
SXSW 2018 - Can You Prove Your Workplace is the Best?
SXSW 2018 - Can You Prove Your Workplace is the Best?SXSW 2018 - Can You Prove Your Workplace is the Best?
SXSW 2018 - Can You Prove Your Workplace is the Best?CannonDesign
 
Cost trends - Construction Strategies
Cost trends - Construction StrategiesCost trends - Construction Strategies
Cost trends - Construction StrategiesCannonDesign
 
Actionable Education Prototyping New Learning Models
Actionable Education Prototyping New Learning ModelsActionable Education Prototyping New Learning Models
Actionable Education Prototyping New Learning ModelsCannonDesign
 
Learning Spaces 2.0: Catalysts for Socioeconomic Growth
Learning Spaces 2.0: Catalysts for Socioeconomic GrowthLearning Spaces 2.0: Catalysts for Socioeconomic Growth
Learning Spaces 2.0: Catalysts for Socioeconomic GrowthCannonDesign
 
Mentoring Inspiration
Mentoring InspirationMentoring Inspiration
Mentoring InspirationCannonDesign
 
Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014
Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014
Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014CannonDesign
 
140311 koc school project
140311 koc school project140311 koc school project
140311 koc school projectCannonDesign
 
IUHealth Neuroscience in World Health Design
IUHealth Neuroscience in World Health DesignIUHealth Neuroscience in World Health Design
IUHealth Neuroscience in World Health DesignCannonDesign
 
Performance By Design
Performance By DesignPerformance By Design
Performance By DesignCannonDesign
 
Facility Optimization Solutions Brochure
Facility Optimization Solutions BrochureFacility Optimization Solutions Brochure
Facility Optimization Solutions BrochureCannonDesign
 
Facility Optimization Solutions Brochure
Facility Optimization Solutions BrochureFacility Optimization Solutions Brochure
Facility Optimization Solutions BrochureCannonDesign
 
Shedding Light on the Incandescent Phase-Out
Shedding Light on the Incandescent Phase-OutShedding Light on the Incandescent Phase-Out
Shedding Light on the Incandescent Phase-OutCannonDesign
 
HCD Amato Audience Evaluation
HCD Amato Audience EvaluationHCD Amato Audience Evaluation
HCD Amato Audience EvaluationCannonDesign
 
SMPS Marketer - December 2013
SMPS Marketer - December 2013SMPS Marketer - December 2013
SMPS Marketer - December 2013CannonDesign
 
UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013
UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013
UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013CannonDesign
 
Msu sustainability
Msu sustainabilityMsu sustainability
Msu sustainabilityCannonDesign
 

Mehr von CannonDesign (20)

SXSW: Embracing Transformative Design to Redefine Cancer Care
SXSW: Embracing Transformative Design to Redefine Cancer CareSXSW: Embracing Transformative Design to Redefine Cancer Care
SXSW: Embracing Transformative Design to Redefine Cancer Care
 
How Design Thinking Can Connect Cities of Today to Jobs of Tomorrow
How Design Thinking Can Connect Cities of Today to Jobs of TomorrowHow Design Thinking Can Connect Cities of Today to Jobs of Tomorrow
How Design Thinking Can Connect Cities of Today to Jobs of Tomorrow
 
How Intense Collaboration Fuels Brighter Civic Futures
How Intense Collaboration Fuels Brighter Civic FuturesHow Intense Collaboration Fuels Brighter Civic Futures
How Intense Collaboration Fuels Brighter Civic Futures
 
SXSW 2018 - Rethinking Urban Design to Elevate Social Justice
SXSW 2018 - Rethinking Urban Design to Elevate Social JusticeSXSW 2018 - Rethinking Urban Design to Elevate Social Justice
SXSW 2018 - Rethinking Urban Design to Elevate Social Justice
 
SXSW 2018 - Can You Prove Your Workplace is the Best?
SXSW 2018 - Can You Prove Your Workplace is the Best?SXSW 2018 - Can You Prove Your Workplace is the Best?
SXSW 2018 - Can You Prove Your Workplace is the Best?
 
Cost trends - Construction Strategies
Cost trends - Construction StrategiesCost trends - Construction Strategies
Cost trends - Construction Strategies
 
Actionable Education Prototyping New Learning Models
Actionable Education Prototyping New Learning ModelsActionable Education Prototyping New Learning Models
Actionable Education Prototyping New Learning Models
 
Learning Spaces 2.0: Catalysts for Socioeconomic Growth
Learning Spaces 2.0: Catalysts for Socioeconomic GrowthLearning Spaces 2.0: Catalysts for Socioeconomic Growth
Learning Spaces 2.0: Catalysts for Socioeconomic Growth
 
Mentoring Inspiration
Mentoring InspirationMentoring Inspiration
Mentoring Inspiration
 
Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014
Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014
Mehrdad Yazdani - Sketches-Q&A FORM magagzine JANFEB2014
 
140311 koc school project
140311 koc school project140311 koc school project
140311 koc school project
 
IUHealth Neuroscience in World Health Design
IUHealth Neuroscience in World Health DesignIUHealth Neuroscience in World Health Design
IUHealth Neuroscience in World Health Design
 
Performance By Design
Performance By DesignPerformance By Design
Performance By Design
 
Facility Optimization Solutions Brochure
Facility Optimization Solutions BrochureFacility Optimization Solutions Brochure
Facility Optimization Solutions Brochure
 
Facility Optimization Solutions Brochure
Facility Optimization Solutions BrochureFacility Optimization Solutions Brochure
Facility Optimization Solutions Brochure
 
Shedding Light on the Incandescent Phase-Out
Shedding Light on the Incandescent Phase-OutShedding Light on the Incandescent Phase-Out
Shedding Light on the Incandescent Phase-Out
 
HCD Amato Audience Evaluation
HCD Amato Audience EvaluationHCD Amato Audience Evaluation
HCD Amato Audience Evaluation
 
SMPS Marketer - December 2013
SMPS Marketer - December 2013SMPS Marketer - December 2013
SMPS Marketer - December 2013
 
UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013
UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013
UC SAN DIEGO JACOBS - NYTIMES NOV 17 2013
 
Msu sustainability
Msu sustainabilityMsu sustainability
Msu sustainability
 

KĂŒrzlich hochgeladen

Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Chandrapur Call girls 8617370543 Provides all area service COD available
Chandrapur Call girls 8617370543 Provides all area service COD availableChandrapur Call girls 8617370543 Provides all area service COD available
Chandrapur Call girls 8617370543 Provides all area service COD availableDipal Arora
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Call Girls in Nagpur High Profile
 
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls Jaipurparulsinha
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...Garima Khatri
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...astropune
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomdiscovermytutordmt
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escortsaditipandeya
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...chandars293
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...vidya singh
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Servicevidya singh
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Russian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls Jaipurparulsinha
 
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...narwatsonia7
 

KĂŒrzlich hochgeladen (20)

Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ludhiana Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Aurangabad Just Call 9907093804 Top Class Call Girl Service Available
 
Chandrapur Call girls 8617370543 Provides all area service COD available
Chandrapur Call girls 8617370543 Provides all area service COD availableChandrapur Call girls 8617370543 Provides all area service COD available
Chandrapur Call girls 8617370543 Provides all area service COD available
 
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
Book Paid Powai Call Girls Mumbai 𖠋 9930245274 𖠋Low Budget Full Independent H...
 
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Mumbai Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls JaipurCall Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls Jaipur
Call Girls Service Jaipur Grishma WhatsApp ❀8445551418 VIP Call Girls Jaipur
 
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Jabalpur Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
VIP Mumbai Call Girls Hiranandani Gardens Just Call 9920874524 with A/C Room ...
 
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Kochi Just Call 9907093804 Top Class Call Girl Service Available
 
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
♛VVIP Hyderabad Call Girls Chintalkunta🖕7001035870🖕Riya Kappor Top Call Girl ...
 
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Bangalore Just Call 9907093804 Top Class Call Girl Service Available
 
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel roomLucknow Call girls - 8800925952 - 24x7 service with hotel room
Lucknow Call girls - 8800925952 - 24x7 service with hotel room
 
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore EscortsVIP Call Girls Indore Kirti 💚😋  9256729539 🚀 Indore Escorts
VIP Call Girls Indore Kirti 💚😋 9256729539 🚀 Indore Escorts
 
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...Top Rated  Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
Top Rated Hyderabad Call Girls Erragadda ⟟ 6297143586 ⟟ Call Me For Genuine ...
 
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
Manyata Tech Park ( Call Girls ) Bangalore ✔ 6297143586 ✔ Hot Model With Sexy...
 
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort ServicePremium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
Premium Call Girls Cottonpet Whatsapp 7001035870 Independent Escort Service
 
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Faridabad Just Call 9907093804 Top Class Call Girl Service Available
 
Russian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls JaipurRussian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls Jaipur
Russian Call Girls in Jaipur Riya WhatsApp ❀8445551418 VIP Call Girls Jaipur
 
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Siliguri Just Call 9907093804 Top Class Call Girl Service Available
 
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
Top Rated Bangalore Call Girls Richmond Circle ⟟ 8250192130 ⟟ Call Me For Gen...
 

EPI - Bringing It In-House Series #4

  • 1. Emergency Medicine News & Articles Bringing It In House In-ED imaging can improve efficiency, raise the quality of care and even help the bottom line. Dr. Manuel Hernandez explains how to design it right from the ground up. As the ED has evolved, the role of advanced diagnostics has exploded in the evaluation and management of our patients. Beginning with simple roentgenograms and basic laboratory analysis, our diagnostic capabilities have expanded to include advanced non-invasive imaging that has largely replaced exploratory surgery and the “wait-and-see” approach commonly used in the absence of diagnostics. The concept of housing imaging within the ED had gained popularity, though at differing rates. The most readily available data from the United States and other advanced systems has shown a steady increase in imaging utilization. For example, data from the United States has demonstrated a five-fold increase in CT studies ordered in paediatric cases from 1995 – 2008 (Larson). Flattening and even declining utilization trends are also beginning to exhibit themselves for adult patients in advanced systems where CT scans have been readily available for many years (Levin, Menoch). Part of what has driven increased use of imaging can be attributed to increased availability and practice in high-liability environments. While there is limited peer-reviewed data to suggest a correlation between availability of imaging in-department and utilization rates, links between liability concerns and utilization have been demonstrated (Smith-Bindman). fig. 1: ED design with x-ray immediately adjacent to triage TABLE 1 – Treatment Stations Required to Support Table 1 — Diagnostic Imaging by Imaging Demand ED #1 ED #2 ED #3 Number of Annual Imaging Cases 15,000 15,000 15,000 Imaging Turnaround Time 48 min. 36 min. 20 min. 12,000 hrs. 9,000 hrs. 5,000 hrs. Total Care Time ED Treatment Stations Required to Support Imaging Demands1 1.8 1.4 0.8 stations stations stations 1. Assumes 75% exam room occupancy target All images ©2013 Cannon Design
  • 2. TRIAGE TREATMENT IMAGING TREATMENT TREATMENT TREATMENT TREATMENT fig. 2: Imaging Location in High Volume ED fig. 4: CT Scanner Immediately Adjacent to High-Acuity Zone TABLE 2: Cost Analysis of Imaging Turnaround Times ED #1 ED #2 ED #3 TABLE 3: ED Minimum Imaging Volumes By Modality to Justify In-ED Imaging Investment MODALITY Stations Required to Support Imaging Costs 1.8 stations 1.4 stations 0.8 stations €3,375/m2 €3,375/m2 13.3 m2 13.3 m2 13.3 m2 Costs Attributed to Imaging Turnaround Times €80,798 €62,843 €35,910 Fixed X-ray Standard Requirement Portable X-ray Standard Requirement Portable Ultrasound Standard Requirement ~ 13,000 MRI ~ 4,400 €3,375/m2 Recommended Treatment Station Size RECOMMENDED TRESHOLD VOLUME CT DESIGN & CONSTRUCTION COSTS Average ED Design & Construction Costs STAFFING COSTS Total Care Time 12,000 hrs. 9,000 hrs. 5,000 hrs. Annual Care Hours / RN FTE 6,240 hrs. 6,240 hrs. 6,240 hrs. RN FTEs Required to Support Imaging Turnaround Time 1.92 1.44 0.80 Annual RN Salary €70,000 €70,000 €70,000 Annual Nursing Labor Costs Required to Support Imaging Turnaround Time €134,400 €100,800 €56,000 1 1. FTE = Full Time Equivalent The Case for In-ED Imaging Planning for In-ED imaging begins with developing the business case for why investment in such expensive technologies will enhance performance, be it clinical quality, operational efficiency, financial performance or any combination of the three. Table 1 demonstrates the impact of imaging turnaround times on overall ED performance. Looking at the cost of construction of unnecessary capacity and annual staffing costs to support patient care, the case for developing design solutions to reduce imaging turnaround times is clear. Building on the information in Table 1, Table 2 further explores the business case for in-ED imaging services. Based on the information presented in Table 2, an investment in an in-ED x-ray unit would achieve break even on the investment within 2-3 years of implementation, while a CT scanner would break even on the investment within 5-7 years, depending on the technology purchased. Other studies have looked at the cost effectiveness of use of advanced imaging modalities as a part of the ED evaluation phase as a strategy for reducing the overall cost of care. For example, use of coronary CT angiography in the ED as a part of an in-ED cardiac rule-out pathway has been shown to reduce overall length of stay for low-risk chest pain patients while also significantly reducing the total cost of care for the patient encounter (Goehler). In situations such as this, the investment in an
  • 3. Table 4 – ED Minimum Imaging Volumes By Modality to Justify In-ED Imaging Investment SPECIAL PATIENT POPULATION / DESIGNATION Paediatrics X-RAY US CT MRI X X +/-1 Trauma X X X Acute Stroke X X -2 +/ Chest Pain Center X X3 1. Frequent use of CT in the paediatric population is a topic of much debase in EM. As of the time of this publication consensus on In-ED CT except for high-volume / high-acuity paediatric centers does not exist. 2. Early studies at advanced academic medical centers are indicating benefit of early MRI in acute stroke patients, As of the time of this publication consensus on the value of in-ED MRI does not exist. 3. Studies investigating use of coronary CT angiography as a part of a rapid “triple rule-out” in low risk patients is showing benefit. This requires advanced CT technology, typically 64-slice dual source scanning capability of better. in-ED CT scanner could yield a quick return on the investment in the technology. Imaging Modalities to Consider Selecting the proper imaging technologies can have a direct impact on speed to diagnosis, initiation of definitive management and overall length of stay in the ED. The selection criteria for what imaging to include within the borders of the ED should, at a minimum, include the following: 1. Annual imaging volumes (by modality) performed in the ED 2. ED acuity and special patient populations 3. Distance of ED from main diagnostic imaging services (immediately adjacent, distant, remote) 4. Availability of diagnostic imaging staff 24/7 or on-call 5. Potential impact on total cost of care 6. Annual ED Imaging Volumes The addition of diagnostic imaging technology in the ED is no small investment. Because of this investment requirement, it is important to consider whether or not the demand for imaging services justifies the investment. While there is no industry-wide benchmark for imaging volumes that justify investment in imaging, this author considers the information in Table 3 as a useful guideline. ED Acuity and Special Patient Populations As EDs develop more and more specialty services, the speed to diagnosis and definitive management becomes evermore important. Similarly, as patient acuity levels increase in the ED, it can be expected that more and more demand for imaging services will develop. With this understanding in mind and based on current and future standards of care, this author considers Table 4 to be a useful guideline for in-ED imaging planning. Distance of ED From Main Diagnostic Imaging Services Studies analyzing the root causes of delayed ED imaging have indicated that order processing and patient transport times, along with imaging location, can all impact imaging turnaround times. A study of three urban Canadian EDs demonstrated that turnaround times for plain x-ray studies were shortened in the ED with an imaging unit within ED, while turnaround times were over 50% longer when the x-ray unit was located remote to the ED (Worster). Availability of Diagnostic Imaging Staff 24/7 or On-Call Staffing the imaging areas of the ED is another important consideration for in-ED imaging services. Clearly, a CT scanner in the ED is of no benefit if there is no staff to run it. Once an imaging modality is located within the borders of the ED, it is expected the service will be available 24/7 through either an in-house or on-call staffing model. Potential Impact on Cost of Care Throughout this article, examples of how diagnostic imaging has impacted the overall cost of care have been presented. Bending the cost-curve of emergency care and the total cost Figure 3 – X-ray Immediately Adjacent to Triage of care are important considerations that can be meaningfully impacted by careful imaging planning in any ED design. For example, selecting advanced CT technologies with subsequent elimination of oral contrast preparation for abdominal CT scans has shown to reliably decrease length of stay by as much as two hours or more without compromising quality (Levenson, Hopkins, Hlibczuk, Anderson). Designing the ED for Optimal Imaging Services While previous ED designs typically centered on placing in-ED imaging services deep within the ED and clustered together, newer designs are experimenting with decentralization of imaging services, placing each modality closest to its area of greatest demand. This said, as illustrated in Figure 1, extremely large ED (annual census > 100,000 visits) may benefit from centrally locating in-ED imaging relative to all treatment stations by reducing travel distances for patients and staff. Varying the location of the imaging modalities within the ED can have a significant impact on overall speed to imaging and length of stay for all but the largest EDs. One ED that moved its fixed x-ray unit from deep within the ED to be adjacent to triage noted a 25% reduction in length of stay for patients requiring x-ray studies (Horton). The logic of this design approach is that lower acuity, ambulatory patients tend to rely on the fixed x-ray unit, while higher-acuity
  • 4. patients tend to receive a higher number of portable x-rays in many EDs. Figure 2 demonstrates an ED design depicting a decentralized imaging model with x-ray located proximate to triage and lower acuity areas while CT is located closer to the trauma bays. Figure 1 shows an ED design with x-ray immediate adjacent to triage. This design solution creates a patient flow that, where clinically-acceptable, allows the triage team to identify and order the appropriate imaging study with the patient receiving the x-ray prior to being placed in a treatment station with a resulting decrease in travel distances for the patient and staff. Figure 4 illustrates an ED design with the in-ED CT scanner located immediately across the corridor from the major resuscitation stations, reducing travel distances for the most criticallyill patients receiving care in the ED. Portable imaging technologies have also been shown to add value and should be planned for appropriately. A 2010 Canadian study assessed the impact of a portable CT scanner in rural community hospitals linked to larger referral center via a tele-stroke program resulted in increased ability to deliver thrombolytics to patients presenting with an acute ischemic stroke (Shuaib). When planning for portable imaging modalities, the primary concerns in ED design are proximity and size. First, storage space for the portable units should be in close proximity to the staff using the technology and the patients most frequently requiring the corresponding imaging study. Second, ED treatment stations should be designed large enough to accommodate entry of the portable imaging technology into the room with the ability to easily access the patient from at least three sides. Other important ED design considerations with respect to imaging focus on ensuring imaging staff have adequate workspace in proximity to where imaging services will be performed. Similarly, equipment necessary to process images should be immediately adjacent to where imaging studies will be performed to reduce overall staff travel distances and delays in study turnaround times. Equally important, locations where ED physicians and staff can view images should be readily available throughout the ED. This is most easily accomplished by ensuring adequate viewing monitors or, more recently, through the use of high-resolution portable tables with wireless connection to the imaging viewer. An important non-facility design consideration is how linking EDs across a community can help reduce overall utilization of imaging modalities, particularly for patients being seen in multiple EDs or having multiple visits for the same complaint. One community developed a health information exchange that allowed all EDs to access the results of imaging studies performed at other EDs in the community. Access to previously-completed imaging studies resulted in a 64% decrease in repeat imaging studies for patients complaining of back pain (Bailey). Similarly, designing ED imaging services to support image import capabilities for patients being transferred to another ED for ongoing management has been shown to reduce reimaging (Bamberg, Sodickson). This would have the obvious benefit of reducing unnecessary radiation exposure and lowering the total cost of care. Figure 5 illustrates the design of a common imaging view room that can support both inhouse and uploaded images. Summary Through careful planning, business case development and design, EDs can be developed to support best-in-class design features while enhancing the standard of care, improving overall efficiency and productivity of the ED, lowering length of stay and reducing the cost of care for multiple patient groups. Facilities planning new, renovated or expanded EDs are wise to carefully consider how diagnostic imaging will evolve and, based on this, what imaging should be considered for inclusion within the physical borders of the ED. REFERENCES Anderson B, Salem L, Flum D. A systematic review of whether oral contrast is necessary for the computed tomography diagnosis of appendicitis in adults. Am J Surg. 2005;190:474-478. Bailey JE, Pope RA, Elliott EC, Wan JY, Waters TM, Frisse ME. Health information exchange reduces repeated diagnostic imaging for back pain. Ann Emerg Med. 2013 Jul;62(1):16-24. Bamberg F, Marcus RP, Schlett CL, Schoepf UJ, Johnson TR, Nance JW Jr, Hoffmann U, Reiser MF, Nikolaou K. Imaging evaluation of acute chest pain: systematic review of evidence base and cost-effectiveness. J Thorac Imaging. 2012 Sep;27(5):289-295. Goehler A, Ollendorf DA, Jaeger M, Ladapo J, Neumann T, Gazelle GS, Pearson SD. A simulation model of clinical and economic outcomes of cardiac CT triage of patients with acute chest pain in the emergency department. AJR Am J Roentgenol. 2011 Apr;196(4):853-61. Hlibczuk V, Dattaro JA, Jin X, et al. Diagnostic accuracy of noncontrast computed tomography for appendicitis in adults: a systematic review. Ann Emerg Med. 2010; 55:51-59. Hopkins CL, Madsen T, Foy Z, Reina M, Barton E. Does limiting oral contrast decrease emergency department length of stay? West J Emerg Med. 2012 Nov;13(5):383-7. Levin DC, Rao VM, Parker L. The recent downturn in utilization of CT: the start of a new trend? J Am Coll Radiol. 2012 Nov;9(11):795-8. Levenson RB, Camacho MA, Horn E, Saghir A, McGillicuddy D, Sanchez LD. Eliminating routine oral contrast use for CT in the emergency department: impact on patient throughput and diagnosis. Emerg Radiol. 2012 Dec;19(6):513-7. Horton E. Personal interview. Apr. 2012. Menoch MJ, Hirsh DA, Khan NS, Simon HK, Sturm JJ. Trends in computed tomography utilization in the pediatric emergency department. Pediatrics. 2012 Mar;129(3):e690-7. Larson DB, Johnson LW, Schnell BM, Goske MJ, Salisbury SR, Forman HP. Rising use of CT in child visits to the emergency department in the United States, 1995 – 2008. Radiology. 2011;259(3): 793-801. Shuaib A, Khan K, Whittaker T, Amlani S, Crumley P. Introduction of portable computed tomography scanners, in the treatment of acute stroke patients via telemedicine in remote communities. Int J Stroke. 2010 Apr;5(2):62-6. Smith-Bindman R, McCulloch CE, Ding A, Quale C, Chu PW. Diagnostic imaging rates for head injury in the ED and states’ medical malpractice tort reforms. Am J Emerg Med. 2011 Jul;29(6):656-64. Sodickson A, Opraseuth J, Ledbetter S. Outside imaging in emergency department transfer patients: CD import reduces rates of subsequent imaging utilization. Radiology. 2011 Aug;260(2):408-13. Worster A, Fernandes CM, Malcolmson C, Eva K, Simpson D. Identification of root causes for emergency diagnostic imaging delays at three Canadian hospitals. J Emerg Nurs. 2006 Aug;32(4):276-80. Reprinted with permission from EPi Fall 2013