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LesionTracker
Open Source Oncology Web Viewer
Funded through NCI ITCR U24 Program
Gordon J. Harris, PhD
Professor of Radiology
Mass General / HMS
NCI ITCR Community Call: Sept 12, 2016
Protocol adherence On time results Ease of use for staff
Metrics and analytics Fiscal tracking Audit support
Tumor Imaging Metrics Core
In 2004, Dana-Farber/Harvard Cancer Center
(DF/HCC) investigators were struggling to get reliable,
timely, protocol compliant image assessments.
TIMC was created to provide:
 Founded in 2004 and co-directed by Drs. Harris and Van
den Abbeele at DF/HCC (5 hospitals)
 Approved as NCI Shared Resource in 2006
 Performs over 10,000 clinical image analyses per year
 Manages over 700 active clinical trials
 Self-sustaining through Core chargeback revenue
Overview of TIMC
Visit http://www.tumormetrics.org for more information
 Trial requirements are growing in complexity
 Not just RECIST anymore; over a dozen criteria
 Modifications to standard criteria are common
 Adequate clinical trial imaging review/reporting tools usually only
available to Clinical Research Organizations (CROs)
 Need the ‘right assessment for the right scan at the right time’
Need for Clinical Trial Informatics
Precision Imaging Metrics
 Trial/patient registration and
image assessment requests
 Demanding requirements for
turnaround time
 Work lists, results reporting,
and protocol compliance
 Communication between
radiology and oncology
System was developed to address the need to manage:
Visit http://www.precisionmetrics.org
Activated Sept 2013 Activated Sept 2014
Activated June 2015 Activated Sept 2015
Precision Imaging Metrics:
Participating Sites
Activated Aug 2004
Go-live Fall 2015
Metrics Manager
Pros
 Replaced manual
measurement entry
 Improved efficiencies
 Implemented response
criteria conformance checks
Cons
Deployment is challenging
 All clients need to be updated for
each release
 IT involvement to install software,
configure DICOM connections and
firewall exceptions
Only compatible with Windows
Must be on hospital network
Integrated image application built on open-source PC platform
In use for ~5 years but starting to show its age
Open Health Imaging Foundation (OHIF)
 Established ~1 year ago as US 501(c)3
non-profit foundation
 Aims to produce enterprise-grade, open-
source medical imaging software
Visit http://ohif.org/
LesionTracker
 Quantitative imaging package
optimized for oncology clinical
trials workflow
 Funded by PAR-13-294 grant for
Advanced Development of
Informatics Technology (U24)
o NCI Cooperative Agreement
Visit http://lesiontracker.ohif.org
Goals for LesionTracker Grant
Create a vendor-neutral, extensible zero-footprint image
viewer for display and oncology analysis of DICOM images
Zero-footprint: Web-based viewer using HTML5/CSS3/Modern
JavaScript
Secure: Roadmap to be HIPAA and 21CFRPart11 compliant
Reliable: Implement software best practices and QMS
State-of-the-art: Performance & functionality expected in modern
imaging viewers
Developer-friendly: Standalone study list and viewer package with
API to allow easy integration with third-party sites/software
Open: Commercially permissive software license (MIT) developed
on GitHub with open Jira instance
User Management
Authentication Audit Trails
Study List
Image Viewer
Architecture
 dicomParser (https://github.com/chafey/dicomParser):
Lightweight library for parsing DICOM P10 byte
streams in modern web browsers
 Cornerstone (https://github.com/chafey/cornerstone):
JavaScript library to display interactive medical
images including but not limited to DICOM
 Meteor (https://www.meteor.com/)
 Full stack JavaScript (i.e. both client/server)
 Reactive UI rendering
 Flexible MongoDB (https://www.mongodb.com):
schema-less database for easy development
Clinical Meteor Collaboration
 Set of packages for User Management,
Compliance, Form-based trial features
 21CFRPart11 and HIPAA Compliance is
on roadmap
 Verification/Validation testing
http://clinical.meteor.com/
PACS Connection Protocols
To retrieve metadata:
 DICOMWeb: Query based on ID for DICOM Objects (QIDO)
 DICOM message service element (DIMSE) protocol
To retrieve files:
 DICOMWeb: Web Access to DICOM Objects (WADO)
 Developed against Orthanc
(http://www.orthanc-server.com)
 Tested with Orthanc and dcm4che
(http://www.dcm4che.org)
Roadmap
In-Progress
 Hanging Protocol support
 Improved study list
 User Management support
Upcoming
 User Interface Design
 Integration with Slicer
 Improved oncology support
 QMS/Compliance
UI Design
Compliance
 Jira: Issue Tracking
 Zephyr: Test Management
 Qualio: QMS Software to
manage SOPs, approvals,
training, etc.
 Risk Management
Integration with 3D Slicer
Benefits:
 Slicer has an extensible plug-in architecture
 Support for vast repository of tools
 Active developer community
Goals:
 Roundtrip Client-Server segmentation
 Server-side 3D rendering
https://www.slicer.org
ITCR / QIN potential collaborations
 QIICR / ePad: DICOM-SR, DICOM-SEG, AIM
(Fedorov / Rubin)
 3D Slicer (Pieper)
 Radiomics (Aerts)
 Pathology (Saltz)
 TCIA (Pryor)
 Challenges (Jayashree)
 XNAT (Marcus)
Team
MGH
 Gordon Harris
 Olga Kulay
 Matt Leary
 Trinity Urban
Collaborators
 Aysel Afsar
 Chris Hafey
 Rob Lewis
 Evren Ozkan
 WeiWei Wu
 Erik Ziegler
Thanks!
Any questions?
You can contact me at gjharris@partners.org

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LesionTracker

  • 1. LesionTracker Open Source Oncology Web Viewer Funded through NCI ITCR U24 Program Gordon J. Harris, PhD Professor of Radiology Mass General / HMS NCI ITCR Community Call: Sept 12, 2016
  • 2. Protocol adherence On time results Ease of use for staff Metrics and analytics Fiscal tracking Audit support Tumor Imaging Metrics Core In 2004, Dana-Farber/Harvard Cancer Center (DF/HCC) investigators were struggling to get reliable, timely, protocol compliant image assessments. TIMC was created to provide:
  • 3.  Founded in 2004 and co-directed by Drs. Harris and Van den Abbeele at DF/HCC (5 hospitals)  Approved as NCI Shared Resource in 2006  Performs over 10,000 clinical image analyses per year  Manages over 700 active clinical trials  Self-sustaining through Core chargeback revenue Overview of TIMC Visit http://www.tumormetrics.org for more information
  • 4.  Trial requirements are growing in complexity  Not just RECIST anymore; over a dozen criteria  Modifications to standard criteria are common  Adequate clinical trial imaging review/reporting tools usually only available to Clinical Research Organizations (CROs)  Need the ‘right assessment for the right scan at the right time’ Need for Clinical Trial Informatics
  • 5. Precision Imaging Metrics  Trial/patient registration and image assessment requests  Demanding requirements for turnaround time  Work lists, results reporting, and protocol compliance  Communication between radiology and oncology System was developed to address the need to manage: Visit http://www.precisionmetrics.org
  • 6. Activated Sept 2013 Activated Sept 2014 Activated June 2015 Activated Sept 2015 Precision Imaging Metrics: Participating Sites Activated Aug 2004 Go-live Fall 2015
  • 7. Metrics Manager Pros  Replaced manual measurement entry  Improved efficiencies  Implemented response criteria conformance checks Cons Deployment is challenging  All clients need to be updated for each release  IT involvement to install software, configure DICOM connections and firewall exceptions Only compatible with Windows Must be on hospital network Integrated image application built on open-source PC platform In use for ~5 years but starting to show its age
  • 8. Open Health Imaging Foundation (OHIF)  Established ~1 year ago as US 501(c)3 non-profit foundation  Aims to produce enterprise-grade, open- source medical imaging software Visit http://ohif.org/
  • 9. LesionTracker  Quantitative imaging package optimized for oncology clinical trials workflow  Funded by PAR-13-294 grant for Advanced Development of Informatics Technology (U24) o NCI Cooperative Agreement Visit http://lesiontracker.ohif.org
  • 10. Goals for LesionTracker Grant Create a vendor-neutral, extensible zero-footprint image viewer for display and oncology analysis of DICOM images Zero-footprint: Web-based viewer using HTML5/CSS3/Modern JavaScript Secure: Roadmap to be HIPAA and 21CFRPart11 compliant Reliable: Implement software best practices and QMS State-of-the-art: Performance & functionality expected in modern imaging viewers Developer-friendly: Standalone study list and viewer package with API to allow easy integration with third-party sites/software Open: Commercially permissive software license (MIT) developed on GitHub with open Jira instance
  • 14. Architecture  dicomParser (https://github.com/chafey/dicomParser): Lightweight library for parsing DICOM P10 byte streams in modern web browsers  Cornerstone (https://github.com/chafey/cornerstone): JavaScript library to display interactive medical images including but not limited to DICOM  Meteor (https://www.meteor.com/)  Full stack JavaScript (i.e. both client/server)  Reactive UI rendering  Flexible MongoDB (https://www.mongodb.com): schema-less database for easy development
  • 15. Clinical Meteor Collaboration  Set of packages for User Management, Compliance, Form-based trial features  21CFRPart11 and HIPAA Compliance is on roadmap  Verification/Validation testing http://clinical.meteor.com/
  • 16. PACS Connection Protocols To retrieve metadata:  DICOMWeb: Query based on ID for DICOM Objects (QIDO)  DICOM message service element (DIMSE) protocol To retrieve files:  DICOMWeb: Web Access to DICOM Objects (WADO)  Developed against Orthanc (http://www.orthanc-server.com)  Tested with Orthanc and dcm4che (http://www.dcm4che.org)
  • 17. Roadmap In-Progress  Hanging Protocol support  Improved study list  User Management support Upcoming  User Interface Design  Integration with Slicer  Improved oncology support  QMS/Compliance
  • 19. Compliance  Jira: Issue Tracking  Zephyr: Test Management  Qualio: QMS Software to manage SOPs, approvals, training, etc.  Risk Management
  • 20. Integration with 3D Slicer Benefits:  Slicer has an extensible plug-in architecture  Support for vast repository of tools  Active developer community Goals:  Roundtrip Client-Server segmentation  Server-side 3D rendering https://www.slicer.org
  • 21. ITCR / QIN potential collaborations  QIICR / ePad: DICOM-SR, DICOM-SEG, AIM (Fedorov / Rubin)  3D Slicer (Pieper)  Radiomics (Aerts)  Pathology (Saltz)  TCIA (Pryor)  Challenges (Jayashree)  XNAT (Marcus)
  • 22. Team MGH  Gordon Harris  Olga Kulay  Matt Leary  Trinity Urban Collaborators  Aysel Afsar  Chris Hafey  Rob Lewis  Evren Ozkan  WeiWei Wu  Erik Ziegler
  • 23. Thanks! Any questions? You can contact me at gjharris@partners.org