SlideShare ist ein Scribd-Unternehmen logo
1 von 28
REAL TIME VITAL SIGN
MONITORING USING NI LABVIEW
Engr. Narinder Parshad Chowdhry
M.Sc. (e-Health & Telemedicine Systems) London, UK
Assistant Professor
Dept. of Biomedical Engineering
Mehran UET, Jamshoro, Sindh
4th International Conference on Transforming Healthcare with IT
6-7th September Hyderabad India
OUTLINE
 Project Overview
 Aim & objectives
 NI LabView & DAQ System
 Design of VIs & user interface
 Methodology
 Results
 Conclusion
Project Overview
 Project deals with data acquisition & signal processing of vital
signs using NI LabVIEW
 Designed algorithms (Virtual Instruments VIs) of heart rate (HR),
blood pressure (BP)& pulse oximetry (SpO2)
 Firstly, BP is measured using pressure sensor, air cuff & constant
air defalting valve
 Secondly, our own designed sensor to measure the oxygen
saturation, heart rate by using red LED, infrared LED &
photodiode
 Later, sensor is connected to NI DAQ & measurements are made

AIM & OBJECTIVES
 To acquire vital signs (physiological parameters) using
biosensors
 To interface the obtained data with NI DAQ System which
converts it into digital format.
 To link the DAQ System with NI LabVIEW and design an
algorithm to measure real time data in graphical interface.
 Finally, to design & develop a graphical user interface in
LabVIEW to display the outputs.
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
BLOOD PRESSURE
• Blood pressure (BP), sometimes it is called arterial blood pressure, is the pressure
exerted by circulating blood upon the walls of blood vessels.
• During each heartbeat, blood pressure varies between a maximum (systolic) and a
minimum (diastolic) pressure.
Measurement Techniques
• Invasive (Direct measurement)
• Noninvasive (Indirect measurement)
 Auscultatory Method
 Oscillometric Method
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
BLOOD PRESSURE
Auscultatory Method
• Need Stethoscope
• Analog Measurement
Oscillometric Method
• Electronic Pressure sensor
• Digital Measurement
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
BLOOD PRESSURE
Ranges of Blood Pressure in different Ages
Stage Approximate age Systolic, mmHg Diastolic, mmHg
Infants 1 to 12 months 75–100 50–70
Toddlers 1 to 4 years 80–110 50–80
Preschoolers 3 to 5 years 80–110 50–80
School age 6 to 13 years 85–120 50–80
Adolescents 13 to 18 years & > 95–140 60–90
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
PULSE OXIMETRY (SpO2)
Real time Vital Signs monitoring using NI LabVIEW
• Pulse Oximetry is a device used to measure the oxygen level in our blood.
• Our lungs have efficiency to diffuse oxygen into our blood hemoglobin to make it
oxygenated hemoglobin (HbO2) and after the exchange of oxygen with Carbon-di-oxide
occurs between tissue and blood then the blood becomes deoxygenated hemoglobin
(Hb).
Measurement Technique
• Oxygenated hemoglobin
 Infrared LED
 940nm wavelength
• Deoxygenated hemoglobin
 Red LED
 660nm wavelength
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
PULSE OXIMETRY (SpO2)
Real time Vital Signs monitoring using NI LabVIEW
Pulsatile & Non-pulsatile Absorption factors
Oxygen level (SpO2)
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
PULSE OXIMETRY (SpO2)
Real time Vital Signs monitoring using NI LabVIEW
Principle of sensor
Current devices
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
HEART RATE
Real time Vital Signs monitoring using NI LabVIEW
Normal Ranges
• Newborn baby - 120 to 160
• Baby aged from 1 to 12 months - 80 to 140
• Baby/toddler aged from 1 to 2 years - 80 to 130
• Toddler/young child aged 2 to 6 years - 75 to 120
• Child aged 7 to 12 years - 75 to 110
• Adult aged 18+ years - 60 to 100
• Adult athlete - 40 to 60
Current devices
NationalHealthService,UK
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
BLOOD PRESSURE MECHANISM
Real time Vital Signs monitoring using NI LabVIEW
Consist of:
• Air Bulb
• Pressure Control Valve
• Hollow Rubber Tube
• Pressure Cuff
• Pressure Sensor
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
Real time Vital Signs monitoring using NI LabVIEW
BLOOD PRESSURE MECHANISM
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
Real time Vital Signs monitoring using NI LabVIEW
SpO2 & HEART RATE MECHANISM
Consist of:
• Red Light Emitting Diode (Red LED)
• Infrared Light Emitting Diode (IR LED)
• Photodiode / Phototransistor
 BPX43
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
Real time Vital Signs monitoring using NI LabVIEW
SpO2 & HEART RATE MECHANISM
Finger Placement
IR LED
RED LED
Phototransistor
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
NI LABVIEW
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
• National Instruments Corporation, or NI is an American
Company which produces automated test equipment and
virtual instrumentation software like LabVIEW.
• LabVIEW (short for Laboratory Virtual Instrumentation
Engineering Workbench) is a system design platform and
development environment for a visual programming
language from National Instruments.
 Block Diagram
 Front panel
VI
DAQ SYSTEM
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
• DAQ or Data acquisition System convert analog waveforms into digital values for
processing with minimum noise/artifacts.
 Sensors that convert physical parameters to electrical signals.
 Analog-to-digital converters that convert electrical signals into digital values.
• Components
 NI Compact DAQ: USB based
 Input / Output modules
 Touch Screen Display
ALGORITHM CONCEPT
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
START
Enter the NAME
and AGE
Inflate the cuff up
to 180mmHg
Wait until Cuff is
deflated up to 30mmHg
Signal is acquired &
send for computation
SYSTOLIC
DIASTOLIC
STORE
1)2)3)Name&AgeBP
30seconds
Red LED ON
Photo detector detects
the data
Red LED OFF
IR LED ON
Photo detector detects
the data
IR LED OFF
FurtherComputations
HEARTRATESpO2Level
5sec5sec
SpO2&HR
Displayed&SavedinMSExcel
TryAgain
YESNO
FINISH
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
USER INTERFACE
PURPOSE
• To get the Name and Age of the user or patient
• Prompt User for input
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
BLOOD PRESSURE
• Pumping up to 180 mmHg
• Acquiring data until pressure drops up to 30 mmHg
• Further computations on acquired data
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
BLOOD PRESSURE
Whole VI
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
SpO2 & HEART RATE
1. Turn ON Red Led
2. Acquire & Compute data
3. Turn OFF Red LED & Turn ON IR LED
4. Acquire & Compute data
5. Turn OFF IR LED
HEART RATE
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
SpO2 & HEART RATE
Whole VI
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
SAVING IN EXCEL
1. Acquiring data from VI & Displaying it.
2. Saving Data in MS Excel
3. Option to Try Again
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
FRONT PANEL
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
EXPERIMENTS
Whole Appended signal of Blood Pressure
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
EXPERIMENTS
Result saved in MS Excel
Real time Vital Signs monitoring using NI LabVIEW
Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
CONCLUSION
• Low cost Real time vital sign monitoring and easy to share
and store
• Can be used in user friendly / home environment
• Can be used in rural/remote Areas
• No need for particular atmosphere
• User (patient) can check vital sign routinely or in case any
abnormality occurs
• User may contact with available expert doctor using
Telemedicine

Weitere ähnliche Inhalte

Was ist angesagt?

فصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptx
فصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptxفصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptx
فصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptxMohamedAbouTaleb10
 
Digital Signal Processing Lab Manual
Digital Signal Processing Lab Manual Digital Signal Processing Lab Manual
Digital Signal Processing Lab Manual Amairullah Khan Lodhi
 
Signal denoising techniques
Signal denoising techniquesSignal denoising techniques
Signal denoising techniquesShwetaRevankar4
 
Z trasnform & Inverse Z-transform in matlab
Z trasnform & Inverse Z-transform in matlabZ trasnform & Inverse Z-transform in matlab
Z trasnform & Inverse Z-transform in matlabHasnain Yaseen
 
Embedded system notes
Embedded system notesEmbedded system notes
Embedded system notesTARUN KUMAR
 
Fuzzy logic control of washing m achines
Fuzzy logic control of washing m achinesFuzzy logic control of washing m achines
Fuzzy logic control of washing m achinespradnya patil
 
Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...
Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...
Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...Tanjarul Islam Mishu
 
DSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time Signals
DSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time SignalsDSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time Signals
DSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time SignalsAmr E. Mohamed
 
مقدمة في البرمجة
مقدمة في البرمجةمقدمة في البرمجة
مقدمة في البرمجةgueste902d
 
Pulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptx
Pulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptxPulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptx
Pulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptxYhasanenEl
 
Generarion of ssb frequency discrimination method
Generarion of ssb frequency discrimination methodGenerarion of ssb frequency discrimination method
Generarion of ssb frequency discrimination methodLearn By Watch
 
Trans_signal partiel.pdf
Trans_signal partiel.pdfTrans_signal partiel.pdf
Trans_signal partiel.pdfHassnTAI
 
Fast Fourier Transform
Fast Fourier TransformFast Fourier Transform
Fast Fourier Transformop205
 

Was ist angesagt? (20)

فصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptx
فصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptxفصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptx
فصل-5-تحويل-الأفكار-إلى-مشاريع-1.pptx
 
Fourier transform
Fourier transformFourier transform
Fourier transform
 
الميزانية
الميزانيةالميزانية
الميزانية
 
Digital Signal Processing Lab Manual
Digital Signal Processing Lab Manual Digital Signal Processing Lab Manual
Digital Signal Processing Lab Manual
 
Signal denoising techniques
Signal denoising techniquesSignal denoising techniques
Signal denoising techniques
 
Z trasnform & Inverse Z-transform in matlab
Z trasnform & Inverse Z-transform in matlabZ trasnform & Inverse Z-transform in matlab
Z trasnform & Inverse Z-transform in matlab
 
Boothmultiplication
BoothmultiplicationBoothmultiplication
Boothmultiplication
 
What is vswr
What is vswrWhat is vswr
What is vswr
 
Embedded system notes
Embedded system notesEmbedded system notes
Embedded system notes
 
Basics of Digital Electronics
Basics of Digital ElectronicsBasics of Digital Electronics
Basics of Digital Electronics
 
Fuzzy logic control of washing m achines
Fuzzy logic control of washing m achinesFuzzy logic control of washing m achines
Fuzzy logic control of washing m achines
 
Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...
Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...
Dynamic time wrapping (dtw), vector quantization(vq), linear predictive codin...
 
DSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time Signals
DSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time SignalsDSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time Signals
DSP_FOEHU - Lec 05 - Frequency-Domain Representation of Discrete Time Signals
 
مقدمة في البرمجة
مقدمة في البرمجةمقدمة في البرمجة
مقدمة في البرمجة
 
Pulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptx
Pulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptxPulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptx
Pulse oximetry-قياس التأكسج النبضي-Dr. Yasser Mohammed Hassanain Elsayed.pptx
 
Radix-2 DIT FFT
Radix-2 DIT FFT Radix-2 DIT FFT
Radix-2 DIT FFT
 
3 jump, loop and call instructions
3 jump, loop and call instructions3 jump, loop and call instructions
3 jump, loop and call instructions
 
Generarion of ssb frequency discrimination method
Generarion of ssb frequency discrimination methodGenerarion of ssb frequency discrimination method
Generarion of ssb frequency discrimination method
 
Trans_signal partiel.pdf
Trans_signal partiel.pdfTrans_signal partiel.pdf
Trans_signal partiel.pdf
 
Fast Fourier Transform
Fast Fourier TransformFast Fourier Transform
Fast Fourier Transform
 

Andere mochten auch

Real time Vital Signs Monitorong Using NI LabVIEW
Real time Vital Signs Monitorong Using NI LabVIEWReal time Vital Signs Monitorong Using NI LabVIEW
Real time Vital Signs Monitorong Using NI LabVIEWTalha Patel
 
Samsung S Health Service SDK
Samsung S Health Service SDKSamsung S Health Service SDK
Samsung S Health Service SDKGene Leybzon
 
SIMULATION OF TEMPERATURE SENSOR USING LABVIEW
SIMULATION OF TEMPERATURE SENSOR USING LABVIEWSIMULATION OF TEMPERATURE SENSOR USING LABVIEW
SIMULATION OF TEMPERATURE SENSOR USING LABVIEWPooja Shukla
 
Labview applications in healthcare
Labview applications in healthcareLabview applications in healthcare
Labview applications in healthcareBharat Thakur
 
REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.
REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.
REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.Varun Kambrath
 
Multiple View Geometry - Estimation (Direct Linear Transformation)
Multiple View Geometry - Estimation (Direct Linear Transformation)Multiple View Geometry - Estimation (Direct Linear Transformation)
Multiple View Geometry - Estimation (Direct Linear Transformation)YongHwan Baek
 
NIWeek 2011: Put the LabVIEW Community to Work for You
NIWeek 2011: Put the LabVIEW Community to Work for YouNIWeek 2011: Put the LabVIEW Community to Work for You
NIWeek 2011: Put the LabVIEW Community to Work for YouJKI
 
Importance of critical thinking
Importance of critical thinkingImportance of critical thinking
Importance of critical thinkingRahel Wijeyekoon
 
Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...
Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...
Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...Muhammad Firdaus
 
NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...
NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...
NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...JKI
 
Foundational Design Patterns for Multi-Purpose Applications
Foundational Design Patterns for Multi-Purpose ApplicationsFoundational Design Patterns for Multi-Purpose Applications
Foundational Design Patterns for Multi-Purpose ApplicationsChing-Hwa Yu
 
An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...
An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...
An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...IJTET Journal
 
Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...
Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...
Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...Rahmad Noviali
 
Perancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis Labview
Perancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis LabviewPerancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis Labview
Perancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis LabviewGhaisani Yasmin
 
Model Predictive Control Implementation with LabVIEW
Model Predictive Control Implementation with LabVIEWModel Predictive Control Implementation with LabVIEW
Model Predictive Control Implementation with LabVIEWyurongwang1
 
PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...
PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...
PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...Uofa_Unsada
 
Labview Introduction
Labview IntroductionLabview Introduction
Labview IntroductionRashmi
 
Measurement of Blood Pressure
Measurement of Blood PressureMeasurement of Blood Pressure
Measurement of Blood PressureSmilling Assassin
 

Andere mochten auch (20)

Real time Vital Signs Monitorong Using NI LabVIEW
Real time Vital Signs Monitorong Using NI LabVIEWReal time Vital Signs Monitorong Using NI LabVIEW
Real time Vital Signs Monitorong Using NI LabVIEW
 
Samsung S Health Service SDK
Samsung S Health Service SDKSamsung S Health Service SDK
Samsung S Health Service SDK
 
SIMULATION OF TEMPERATURE SENSOR USING LABVIEW
SIMULATION OF TEMPERATURE SENSOR USING LABVIEWSIMULATION OF TEMPERATURE SENSOR USING LABVIEW
SIMULATION OF TEMPERATURE SENSOR USING LABVIEW
 
Labview applications in healthcare
Labview applications in healthcareLabview applications in healthcare
Labview applications in healthcare
 
REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.
REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.
REAL TIME MONITORING OF INDUSTRIAL ENVIRONMENT USING LABVIEW.
 
Multiple View Geometry - Estimation (Direct Linear Transformation)
Multiple View Geometry - Estimation (Direct Linear Transformation)Multiple View Geometry - Estimation (Direct Linear Transformation)
Multiple View Geometry - Estimation (Direct Linear Transformation)
 
NIWeek 2011: Put the LabVIEW Community to Work for You
NIWeek 2011: Put the LabVIEW Community to Work for YouNIWeek 2011: Put the LabVIEW Community to Work for You
NIWeek 2011: Put the LabVIEW Community to Work for You
 
Handsome UI KIts
Handsome UI KItsHandsome UI KIts
Handsome UI KIts
 
Importance of critical thinking
Importance of critical thinkingImportance of critical thinking
Importance of critical thinking
 
Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...
Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...
Study Tentang Fungsi (NMS) sebagai Sistem Monitoring Akses Jaringan Area Jate...
 
NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...
NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...
NIWeek 2011: Beyond State Machines / Building Modular Applications in LabVIEW...
 
Foundational Design Patterns for Multi-Purpose Applications
Foundational Design Patterns for Multi-Purpose ApplicationsFoundational Design Patterns for Multi-Purpose Applications
Foundational Design Patterns for Multi-Purpose Applications
 
An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...
An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...
An Efficient System Of Electrocardiogram Data Acquisition And Analysis Using ...
 
Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...
Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...
Hmi dan pengontrolan labview menggunakan sistem pid pada prototipe rotary sta...
 
Perancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis Labview
Perancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis LabviewPerancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis Labview
Perancangan Sistem Monitoring Intensitas Radiasi Matahari berbasis Labview
 
Hanu Tech
Hanu TechHanu Tech
Hanu Tech
 
Model Predictive Control Implementation with LabVIEW
Model Predictive Control Implementation with LabVIEWModel Predictive Control Implementation with LabVIEW
Model Predictive Control Implementation with LabVIEW
 
PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...
PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...
PERANCANGAN SISTEM MONITORING SUHU MENGGUNAKAN RASPBERRY PI BERBASIS WEB DAN ...
 
Labview Introduction
Labview IntroductionLabview Introduction
Labview Introduction
 
Measurement of Blood Pressure
Measurement of Blood PressureMeasurement of Blood Pressure
Measurement of Blood Pressure
 

Ähnlich wie REAL TIME VITAL SIGN MONITORING USING NI LABVIEW

Machine learning and Internet of Things, the future of medical prevention
Machine learning and Internet of Things, the future of medical preventionMachine learning and Internet of Things, the future of medical prevention
Machine learning and Internet of Things, the future of medical preventionPierre Gutierrez
 
Final Project Slides Buchheit Harings Hussein
Final Project Slides Buchheit Harings HusseinFinal Project Slides Buchheit Harings Hussein
Final Project Slides Buchheit Harings HusseinScott Buchheit
 
"Machine Learning and Internet of Things, the future of medical prevention", ...
"Machine Learning and Internet of Things, the future of medical prevention", ..."Machine Learning and Internet of Things, the future of medical prevention", ...
"Machine Learning and Internet of Things, the future of medical prevention", ...Dataconomy Media
 
QCP user manual EN.pdf
QCP user manual EN.pdfQCP user manual EN.pdf
QCP user manual EN.pdfEmerson Ceras
 
Digital Biomarkers for Huntington Disease
Digital Biomarkers for Huntington DiseaseDigital Biomarkers for Huntington Disease
Digital Biomarkers for Huntington DiseaseHuntington Study Group
 
Appian Medical Investor Presentation: September 2014
Appian Medical Investor Presentation: September 2014Appian Medical Investor Presentation: September 2014
Appian Medical Investor Presentation: September 2014Appian Medical
 
IRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring SystemIRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring SystemIRJET Journal
 
REAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLER
REAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLERREAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLER
REAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLERVenkata Sai Kalyan Routhu
 
Healthcare arpan pal gws
Healthcare arpan pal gwsHealthcare arpan pal gws
Healthcare arpan pal gwsArpan Pal
 
REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...
REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...
REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...Caroline Charumathy
 
IRJET - Sleep Apnea Detection using Physiological Signals
IRJET -  	  Sleep Apnea Detection using Physiological SignalsIRJET -  	  Sleep Apnea Detection using Physiological Signals
IRJET - Sleep Apnea Detection using Physiological SignalsIRJET Journal
 
IRJET- Patient Healthcare System using IoT
IRJET- Patient Healthcare System using IoTIRJET- Patient Healthcare System using IoT
IRJET- Patient Healthcare System using IoTIRJET Journal
 
Arduino based heartbeat monitoring system.
Arduino based heartbeat monitoring system.Arduino based heartbeat monitoring system.
Arduino based heartbeat monitoring system.Arkadeep Dey
 
ApolloDx's mDx Platform - Real-Time Results Transmitted Instantly
ApolloDx's mDx Platform - Real-Time Results Transmitted InstantlyApolloDx's mDx Platform - Real-Time Results Transmitted Instantly
ApolloDx's mDx Platform - Real-Time Results Transmitted InstantlyApolloDx
 
Review on Diseases Diagnosing by using Nadi Parikshan
Review on Diseases Diagnosing by using Nadi Parikshan  Review on Diseases Diagnosing by using Nadi Parikshan
Review on Diseases Diagnosing by using Nadi Parikshan IRJET Journal
 
IRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can ProtocolIRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can ProtocolIRJET Journal
 

Ähnlich wie REAL TIME VITAL SIGN MONITORING USING NI LABVIEW (20)

Machine learning and Internet of Things, the future of medical prevention
Machine learning and Internet of Things, the future of medical preventionMachine learning and Internet of Things, the future of medical prevention
Machine learning and Internet of Things, the future of medical prevention
 
Final Project Slides Buchheit Harings Hussein
Final Project Slides Buchheit Harings HusseinFinal Project Slides Buchheit Harings Hussein
Final Project Slides Buchheit Harings Hussein
 
"Machine Learning and Internet of Things, the future of medical prevention", ...
"Machine Learning and Internet of Things, the future of medical prevention", ..."Machine Learning and Internet of Things, the future of medical prevention", ...
"Machine Learning and Internet of Things, the future of medical prevention", ...
 
Smart healthcare
Smart healthcareSmart healthcare
Smart healthcare
 
Hcl hh20
Hcl hh20Hcl hh20
Hcl hh20
 
QCP user manual EN.pdf
QCP user manual EN.pdfQCP user manual EN.pdf
QCP user manual EN.pdf
 
Digital Biomarkers for Huntington Disease
Digital Biomarkers for Huntington DiseaseDigital Biomarkers for Huntington Disease
Digital Biomarkers for Huntington Disease
 
Biomedical Technologies Education
Biomedical Technologies EducationBiomedical Technologies Education
Biomedical Technologies Education
 
Appian Medical Investor Presentation: September 2014
Appian Medical Investor Presentation: September 2014Appian Medical Investor Presentation: September 2014
Appian Medical Investor Presentation: September 2014
 
FINAL DOC
FINAL DOCFINAL DOC
FINAL DOC
 
IRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring SystemIRJET-Intelligent ICU Monitoring System
IRJET-Intelligent ICU Monitoring System
 
REAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLER
REAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLERREAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLER
REAL TIME HEART BEAT MONITORING SYSTEM USING PIC16F876 MICROCONTROLLER
 
Healthcare arpan pal gws
Healthcare arpan pal gwsHealthcare arpan pal gws
Healthcare arpan pal gws
 
REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...
REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...
REPORT: Competitive Intelligence Analysis on “Noninvasive Diabetes Monitoring...
 
IRJET - Sleep Apnea Detection using Physiological Signals
IRJET -  	  Sleep Apnea Detection using Physiological SignalsIRJET -  	  Sleep Apnea Detection using Physiological Signals
IRJET - Sleep Apnea Detection using Physiological Signals
 
IRJET- Patient Healthcare System using IoT
IRJET- Patient Healthcare System using IoTIRJET- Patient Healthcare System using IoT
IRJET- Patient Healthcare System using IoT
 
Arduino based heartbeat monitoring system.
Arduino based heartbeat monitoring system.Arduino based heartbeat monitoring system.
Arduino based heartbeat monitoring system.
 
ApolloDx's mDx Platform - Real-Time Results Transmitted Instantly
ApolloDx's mDx Platform - Real-Time Results Transmitted InstantlyApolloDx's mDx Platform - Real-Time Results Transmitted Instantly
ApolloDx's mDx Platform - Real-Time Results Transmitted Instantly
 
Review on Diseases Diagnosing by using Nadi Parikshan
Review on Diseases Diagnosing by using Nadi Parikshan  Review on Diseases Diagnosing by using Nadi Parikshan
Review on Diseases Diagnosing by using Nadi Parikshan
 
IRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can ProtocolIRJET- Review Paper on Patient Health Monitoring System using Can Protocol
IRJET- Review Paper on Patient Health Monitoring System using Can Protocol
 

Mehr von Apollo Hospitals Group and ATNF

Technology for Health, or for Healthcare ? by Yunkap Kwankam
Technology for Health, or for Healthcare ? by Yunkap KwankamTechnology for Health, or for Healthcare ? by Yunkap Kwankam
Technology for Health, or for Healthcare ? by Yunkap KwankamApollo Hospitals Group and ATNF
 
Envisioning a Digital Transformation in Health by Mr. T.S.Y. Aravindakshan
Envisioning a Digital Transformation in Health by Mr. T.S.Y. AravindakshanEnvisioning a Digital Transformation in Health by Mr. T.S.Y. Aravindakshan
Envisioning a Digital Transformation in Health by Mr. T.S.Y. AravindakshanApollo Hospitals Group and ATNF
 
Accelerating the Indian Startup Ecosystem by Mr. Bala Girisaballa
Accelerating the Indian Startup Ecosystem by Mr. Bala GirisaballaAccelerating the Indian Startup Ecosystem by Mr. Bala Girisaballa
Accelerating the Indian Startup Ecosystem by Mr. Bala GirisaballaApollo Hospitals Group and ATNF
 
Implementation of Online Safety Incident Reporting System in a Tertiary Care ...
Implementation of Online Safety Incident Reporting System in a Tertiary Care ...Implementation of Online Safety Incident Reporting System in a Tertiary Care ...
Implementation of Online Safety Incident Reporting System in a Tertiary Care ...Apollo Hospitals Group and ATNF
 
Cloud Applications on allergy and airborne diseases vulnerability by Pankaj Rahi
Cloud Applications on allergy and airborne diseases vulnerability by Pankaj RahiCloud Applications on allergy and airborne diseases vulnerability by Pankaj Rahi
Cloud Applications on allergy and airborne diseases vulnerability by Pankaj RahiApollo Hospitals Group and ATNF
 
Personalized Mobile Applications in HealthCare by Bhargavi Upadhya
Personalized Mobile Applications in HealthCare by Bhargavi UpadhyaPersonalized Mobile Applications in HealthCare by Bhargavi Upadhya
Personalized Mobile Applications in HealthCare by Bhargavi UpadhyaApollo Hospitals Group and ATNF
 
Large Scale Disaster Management in Healthcare Deploying ICT by Olav Veum Eielsen
Large Scale Disaster Management in Healthcare Deploying ICT by Olav Veum EielsenLarge Scale Disaster Management in Healthcare Deploying ICT by Olav Veum Eielsen
Large Scale Disaster Management in Healthcare Deploying ICT by Olav Veum EielsenApollo Hospitals Group and ATNF
 
Realizing and sustaining disruptive Innovations by Gabe Rijpma,
Realizing and sustaining disruptive Innovations by Gabe Rijpma, Realizing and sustaining disruptive Innovations by Gabe Rijpma,
Realizing and sustaining disruptive Innovations by Gabe Rijpma, Apollo Hospitals Group and ATNF
 
Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...
Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...
Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...Apollo Hospitals Group and ATNF
 
Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...
Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...
Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...Apollo Hospitals Group and ATNF
 
Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...
Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...
Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...Apollo Hospitals Group and ATNF
 
HealthCare Apps – What we should look out for - Anjali Joshi,
HealthCare Apps – What we should look out for - Anjali Joshi, HealthCare Apps – What we should look out for - Anjali Joshi,
HealthCare Apps – What we should look out for - Anjali Joshi, Apollo Hospitals Group and ATNF
 

Mehr von Apollo Hospitals Group and ATNF (20)

Clear Touch Connect
Clear Touch ConnectClear Touch Connect
Clear Touch Connect
 
Pro Emtech - Promed
Pro Emtech - PromedPro Emtech - Promed
Pro Emtech - Promed
 
Health Proffers
Health ProffersHealth Proffers
Health Proffers
 
VItreosHealth
VItreosHealthVItreosHealth
VItreosHealth
 
Cardio Track
Cardio TrackCardio Track
Cardio Track
 
Sidqam Technologies
Sidqam TechnologiesSidqam Technologies
Sidqam Technologies
 
My Hospital Advisor
My Hospital AdvisorMy Hospital Advisor
My Hospital Advisor
 
Technology for Health, or for Healthcare ? by Yunkap Kwankam
Technology for Health, or for Healthcare ? by Yunkap KwankamTechnology for Health, or for Healthcare ? by Yunkap Kwankam
Technology for Health, or for Healthcare ? by Yunkap Kwankam
 
Helyxon Healthcare
Helyxon HealthcareHelyxon Healthcare
Helyxon Healthcare
 
Envisioning a Digital Transformation in Health by Mr. T.S.Y. Aravindakshan
Envisioning a Digital Transformation in Health by Mr. T.S.Y. AravindakshanEnvisioning a Digital Transformation in Health by Mr. T.S.Y. Aravindakshan
Envisioning a Digital Transformation in Health by Mr. T.S.Y. Aravindakshan
 
Accelerating the Indian Startup Ecosystem by Mr. Bala Girisaballa
Accelerating the Indian Startup Ecosystem by Mr. Bala GirisaballaAccelerating the Indian Startup Ecosystem by Mr. Bala Girisaballa
Accelerating the Indian Startup Ecosystem by Mr. Bala Girisaballa
 
Implementation of Online Safety Incident Reporting System in a Tertiary Care ...
Implementation of Online Safety Incident Reporting System in a Tertiary Care ...Implementation of Online Safety Incident Reporting System in a Tertiary Care ...
Implementation of Online Safety Incident Reporting System in a Tertiary Care ...
 
Cloud Applications on allergy and airborne diseases vulnerability by Pankaj Rahi
Cloud Applications on allergy and airborne diseases vulnerability by Pankaj RahiCloud Applications on allergy and airborne diseases vulnerability by Pankaj Rahi
Cloud Applications on allergy and airborne diseases vulnerability by Pankaj Rahi
 
Personalized Mobile Applications in HealthCare by Bhargavi Upadhya
Personalized Mobile Applications in HealthCare by Bhargavi UpadhyaPersonalized Mobile Applications in HealthCare by Bhargavi Upadhya
Personalized Mobile Applications in HealthCare by Bhargavi Upadhya
 
Large Scale Disaster Management in Healthcare Deploying ICT by Olav Veum Eielsen
Large Scale Disaster Management in Healthcare Deploying ICT by Olav Veum EielsenLarge Scale Disaster Management in Healthcare Deploying ICT by Olav Veum Eielsen
Large Scale Disaster Management in Healthcare Deploying ICT by Olav Veum Eielsen
 
Realizing and sustaining disruptive Innovations by Gabe Rijpma,
Realizing and sustaining disruptive Innovations by Gabe Rijpma, Realizing and sustaining disruptive Innovations by Gabe Rijpma,
Realizing and sustaining disruptive Innovations by Gabe Rijpma,
 
Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...
Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...
Evaluating feasibility of Virtual Mentoring connecting an academic centre by ...
 
Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...
Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...
Virtual knowledge network NIMHANS Echo : Innovative tele- mentoring model for...
 
Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...
Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...
Enhancements to a Computer : Assisted Screening Technology for Diabetic Retin...
 
HealthCare Apps – What we should look out for - Anjali Joshi,
HealthCare Apps – What we should look out for - Anjali Joshi, HealthCare Apps – What we should look out for - Anjali Joshi,
HealthCare Apps – What we should look out for - Anjali Joshi,
 

Kürzlich hochgeladen

Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeCall Girls Delhi
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
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
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...hotbabesbook
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...chandars293
 
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Dipal 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 Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableDipal Arora
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escortsvidya singh
 
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
 
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
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableDipal Arora
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...jageshsingh5554
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...Taniya Sharma
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiAlinaDevecerski
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...indiancallgirl4rent
 
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
 

Kürzlich hochgeladen (20)

Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any TimeTop Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
Top Quality Call Girl Service Kalyanpur 6378878445 Available Call Girls Any Time
 
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Dehradun Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Ooty Just Call 9907093804 Top Class Call Girl Service Available
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Tirupati Just Call 9907093804 Top Class Call Girl Service Available
 
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
 
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
Night 7k to 12k Chennai City Center Call Girls 👉👉 7427069034⭐⭐ 100% Genuine E...
 
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
The Most Attractive Hyderabad Call Girls Kothapet 𖠋 6297143586 𖠋 Will You Mis...
 
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
Call Girls Visakhapatnam Just Call 9907093804 Top Class Call Girl Service Ava...
 
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 Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service AvailableCall Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
Call Girls Nagpur Just Call 9907093804 Top Class Call Girl Service Available
 
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore EscortsCall Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
Call Girls Horamavu WhatsApp Number 7001035870 Meeting With Bangalore Escorts
 
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...
 
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 ...
 
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service AvailableCall Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
Call Girls Gwalior Just Call 8617370543 Top Class Call Girl Service Available
 
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
VIP Service Call Girls Sindhi Colony 📳 7877925207 For 18+ VIP Call Girl At Th...
 
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
💎VVIP Kolkata Call Girls Parganas🩱7001035870🩱Independent Girl ( Ac Rooms Avai...
 
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls DelhiRussian Escorts Girls  Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
Russian Escorts Girls Nehru Place ZINATHI 🔝9711199012 ☪ 24/7 Call Girls Delhi
 
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
(Rocky) Jaipur Call Girl - 09521753030 Escorts Service 50% Off with Cash ON D...
 
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
 

REAL TIME VITAL SIGN MONITORING USING NI LABVIEW

  • 1. REAL TIME VITAL SIGN MONITORING USING NI LABVIEW Engr. Narinder Parshad Chowdhry M.Sc. (e-Health & Telemedicine Systems) London, UK Assistant Professor Dept. of Biomedical Engineering Mehran UET, Jamshoro, Sindh 4th International Conference on Transforming Healthcare with IT 6-7th September Hyderabad India
  • 2. OUTLINE  Project Overview  Aim & objectives  NI LabView & DAQ System  Design of VIs & user interface  Methodology  Results  Conclusion
  • 3. Project Overview  Project deals with data acquisition & signal processing of vital signs using NI LabVIEW  Designed algorithms (Virtual Instruments VIs) of heart rate (HR), blood pressure (BP)& pulse oximetry (SpO2)  Firstly, BP is measured using pressure sensor, air cuff & constant air defalting valve  Secondly, our own designed sensor to measure the oxygen saturation, heart rate by using red LED, infrared LED & photodiode  Later, sensor is connected to NI DAQ & measurements are made 
  • 4. AIM & OBJECTIVES  To acquire vital signs (physiological parameters) using biosensors  To interface the obtained data with NI DAQ System which converts it into digital format.  To link the DAQ System with NI LabVIEW and design an algorithm to measure real time data in graphical interface.  Finally, to design & develop a graphical user interface in LabVIEW to display the outputs. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 5. BLOOD PRESSURE • Blood pressure (BP), sometimes it is called arterial blood pressure, is the pressure exerted by circulating blood upon the walls of blood vessels. • During each heartbeat, blood pressure varies between a maximum (systolic) and a minimum (diastolic) pressure. Measurement Techniques • Invasive (Direct measurement) • Noninvasive (Indirect measurement)  Auscultatory Method  Oscillometric Method Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 6. BLOOD PRESSURE Auscultatory Method • Need Stethoscope • Analog Measurement Oscillometric Method • Electronic Pressure sensor • Digital Measurement Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 7. BLOOD PRESSURE Ranges of Blood Pressure in different Ages Stage Approximate age Systolic, mmHg Diastolic, mmHg Infants 1 to 12 months 75–100 50–70 Toddlers 1 to 4 years 80–110 50–80 Preschoolers 3 to 5 years 80–110 50–80 School age 6 to 13 years 85–120 50–80 Adolescents 13 to 18 years & > 95–140 60–90 Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 8. PULSE OXIMETRY (SpO2) Real time Vital Signs monitoring using NI LabVIEW • Pulse Oximetry is a device used to measure the oxygen level in our blood. • Our lungs have efficiency to diffuse oxygen into our blood hemoglobin to make it oxygenated hemoglobin (HbO2) and after the exchange of oxygen with Carbon-di-oxide occurs between tissue and blood then the blood becomes deoxygenated hemoglobin (Hb). Measurement Technique • Oxygenated hemoglobin  Infrared LED  940nm wavelength • Deoxygenated hemoglobin  Red LED  660nm wavelength Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 9. PULSE OXIMETRY (SpO2) Real time Vital Signs monitoring using NI LabVIEW Pulsatile & Non-pulsatile Absorption factors Oxygen level (SpO2) Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 10. PULSE OXIMETRY (SpO2) Real time Vital Signs monitoring using NI LabVIEW Principle of sensor Current devices Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 11. HEART RATE Real time Vital Signs monitoring using NI LabVIEW Normal Ranges • Newborn baby - 120 to 160 • Baby aged from 1 to 12 months - 80 to 140 • Baby/toddler aged from 1 to 2 years - 80 to 130 • Toddler/young child aged 2 to 6 years - 75 to 120 • Child aged 7 to 12 years - 75 to 110 • Adult aged 18+ years - 60 to 100 • Adult athlete - 40 to 60 Current devices NationalHealthService,UK Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 12. BLOOD PRESSURE MECHANISM Real time Vital Signs monitoring using NI LabVIEW Consist of: • Air Bulb • Pressure Control Valve • Hollow Rubber Tube • Pressure Cuff • Pressure Sensor Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 13. Real time Vital Signs monitoring using NI LabVIEW BLOOD PRESSURE MECHANISM Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 14. Real time Vital Signs monitoring using NI LabVIEW SpO2 & HEART RATE MECHANISM Consist of: • Red Light Emitting Diode (Red LED) • Infrared Light Emitting Diode (IR LED) • Photodiode / Phototransistor  BPX43 Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 15. Real time Vital Signs monitoring using NI LabVIEW SpO2 & HEART RATE MECHANISM Finger Placement IR LED RED LED Phototransistor Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion|
  • 16. NI LABVIEW Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| • National Instruments Corporation, or NI is an American Company which produces automated test equipment and virtual instrumentation software like LabVIEW. • LabVIEW (short for Laboratory Virtual Instrumentation Engineering Workbench) is a system design platform and development environment for a visual programming language from National Instruments.  Block Diagram  Front panel VI
  • 17. DAQ SYSTEM Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| • DAQ or Data acquisition System convert analog waveforms into digital values for processing with minimum noise/artifacts.  Sensors that convert physical parameters to electrical signals.  Analog-to-digital converters that convert electrical signals into digital values. • Components  NI Compact DAQ: USB based  Input / Output modules  Touch Screen Display
  • 18. ALGORITHM CONCEPT Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| START Enter the NAME and AGE Inflate the cuff up to 180mmHg Wait until Cuff is deflated up to 30mmHg Signal is acquired & send for computation SYSTOLIC DIASTOLIC STORE 1)2)3)Name&AgeBP 30seconds Red LED ON Photo detector detects the data Red LED OFF IR LED ON Photo detector detects the data IR LED OFF FurtherComputations HEARTRATESpO2Level 5sec5sec SpO2&HR Displayed&SavedinMSExcel TryAgain YESNO FINISH
  • 19. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| USER INTERFACE PURPOSE • To get the Name and Age of the user or patient • Prompt User for input
  • 20. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| BLOOD PRESSURE • Pumping up to 180 mmHg • Acquiring data until pressure drops up to 30 mmHg • Further computations on acquired data
  • 21. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| BLOOD PRESSURE Whole VI
  • 22. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| SpO2 & HEART RATE 1. Turn ON Red Led 2. Acquire & Compute data 3. Turn OFF Red LED & Turn ON IR LED 4. Acquire & Compute data 5. Turn OFF IR LED HEART RATE
  • 23. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| SpO2 & HEART RATE Whole VI
  • 24. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| SAVING IN EXCEL 1. Acquiring data from VI & Displaying it. 2. Saving Data in MS Excel 3. Option to Try Again
  • 25. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| FRONT PANEL
  • 26. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| EXPERIMENTS Whole Appended signal of Blood Pressure
  • 27. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| EXPERIMENTS Result saved in MS Excel
  • 28. Real time Vital Signs monitoring using NI LabVIEW Introduction | Literature Review | Hardware |NI Software & DAQ System| Methodology | Results | Conclusion| CONCLUSION • Low cost Real time vital sign monitoring and easy to share and store • Can be used in user friendly / home environment • Can be used in rural/remote Areas • No need for particular atmosphere • User (patient) can check vital sign routinely or in case any abnormality occurs • User may contact with available expert doctor using Telemedicine