Exchanging radiation oncology data for national registries
|
|
|
- Dwayne Anthony
- 5 years ago
- Views:
Transcription
1 Exchanging radiation oncology data for national registries Tim Lustberg PhD Student Department of Radiation Oncology (MAASTRO) GROW - Maastricht University Medical Centre + Maastricht, The Netherlands
2 Index Dutch Lung Radiotherapy Audit automatic data exchange pilot FAIR data & APIs FHIR & DLCA-R registration
3 Dutch Lung Radiotherapy Audit automatic data exchange pilot
4 NVRO assignment (2013) Requested data are stored locally in: PACS TPS (Eclipse, Pinnacle, Raystation, XiO etc.) R&V (Mosaiq, Aria) EMRs (Chipsoft, Epic, SAP, etc.) Can we transfer (radiation oncology) data to DICA instead of manual input?
5 Initial design
6 First software release (2015) Every care provider is different, no uniform solution can be reached DICOM solution not mature enough After 2 years still no usable HL7 message (CSV batch exchange) Not all data can be linked by default E.g. prescribed and delivered treatment
7 FAIR data & APIs
8 Building a single source of truth Curated Data Clinical Systems Registries MIA Dashboards DICOM
9 FAIR principles Findable: easy to find for both humans and computers, with metadata that facilitate searching for specific datasets, Accessible: stored for long term so that they can easily be accessed and/or downloaded with well-defined license and access conditions (open access when possible), whether at the level of metadata, or at the level of the actual data, Interoperable: ready to be combined with other datasets by humans or computers, Reusable: ready to be used for future research and to be further processed using computational methods. Source:
10 FAIR data Not only data: Description of data (metadata) Process of data analysis/conversion Prediction models learned on data Results of analysis Computer should also understand these things, to be able to innovate
11 Semantics
12 Need standardized terminologies ICD ICD10-CM SNOMED SNOMED-CT NCI Thesaurus LOINC RadLex
13 Terminologies -> ontologies Patient (NCI Thesaurus C16960) Disease (NCI Thesaurus C2991) SNOMED: LOINC: LP ICD: All codes! We need relationships between codes Patient has one or multiple disease(s) Need to code relationships (predicates)
14 Semantic Web technologies Resource description framework (RDF) Describe all terms as URLs (roo:100020) Understandable for a computer Graph database Subject (node) Predicate (arc) Object (node) mst:patient_111 rdf:type ncit:c16960 mst:patient_123 rdf:type ncit:c16960 mst:patient_123 roo: ncit:c16576 mst:patient_123 roo: mst:disease_123 mst:disease_123 rdf:type ncit:c2926
15
16 Semantic Web technologies Resource description framework (RDF) Describe all terms as URLs (roo:100020) Understandable for a computer Graph database Subject (node) Predicate (arc) Object (node) mst:patient_111 rdf:type ncit:c16960 mst:patient_123 rdf:type ncit:c16960 mst:patient_123 roo: ncit:c16576 mst:patient_123 roo: mst:disease_123 mst:disease_123 rdf:type ncit:c2926
17
18 Semantic Web technologies Resource description framework (RDF) Describe all terms as URLs (roo:100020) Understandable for a computer Graph database Subject (node) Predicate (arc) Object (node) mst:patient_111 rdf:type ncit:c16960 mst:patient_123 rdf:type ncit:c16960 mst:patient_123 roo: ncit:c16576 mst:patient_123 roo: mst:disease_123 mst:disease_123 rdf:type ncit:c2926
19
20 Semantic web merge on-the-fly Janssen Patient Person Database 1 Janssen Gender Gender Male Janssen Tumor Volume 53.6 Unit: CC Database 2
21 View of the world Non-small cell lung carcinoma (ncit:c2926) has_neoplasm roo: Patient (ncit:c16960) has_biological_sex roo: Sex (nci:c20197 or nci:c16576) treats (roo:100402) has_radiation_therapy roo: has_age_at_start_rt roo: Radition Therapy (ncit:c15313) OR SBRT (ncit:c118286) has_fractionation_part (roo:100269) First radiotherapy fraction (roo:100058) Age at start RT (roo:100003) roo:is_when (roo:100038)
22 Value Rib (fma:fma7574) has_body_part roo: has_body_part (roo:100221) Pneumonitis (ctcae:pneumonitis) Fracture (ctcae:fracture) Reaction (ctcae:radiation_re call_reaction_derm atologic) Fatigue (ctcae:fatigue) Percent (uo:uo_ ) Value Liter (uo:uo_ ) Value Liter (uo:uo_ ) has_value roo: has_unit roo: has_value roo: has_unit roo: has_value roo: has_unit roo: Percentage DLCO (roo:100368) DLCO (nci:c38083) FEV1 (nci:c38084) Value Value Count (uo:uo_ ) has_measurement roo: has_volume roo: has_volume roo: has_value roo: has_unit roo: Hospital (ncit:c19326) (uri= PrincessMargaret) rdfs:label Positive Lymph Node Stations (roo:100049) Histology (nci:2926 nci:2852 nci:3780 nci:2929 nci:2852 nci:3915) treated_in Roo: MIA Version (mia:<version>) Patient (dcterms:hasversion) has_finding roo: has_histology (roo:100021) has_neoplasm roo: RT Structure Set (sedi:rtstructureset) measurement_of (roo:100213) Volume of primary tumor (roo:100054) has_volume (roo:100315) Non-small cell lung carcinoma (ncit:c2926) has_value roo: has_unit roo: has_performance_status roo: Value Cubic centimeter (uo:uo_ ) is_when (roo:100038) is_when (roo:100038) has_clinical_stage Roo: ECOG performance status (nci: nci: nci: nci: nci: nci:105728) Clinical TNM Finding (ncit:c48881) has_clinical_t_stage roo: Generic T-stage 0-4 (ncit:48719) (ncit:48720) (ncit:48732) is_staged_with Roo: has_ajcc_version (roo:100219) Diagnostic Procedure (ncit:c18020) AJCC Edition (roo:100052) (roo:100053) Dyspnea (ctcae:dyspnea) Couch (ctcae:couch) Anorexia (ctcae:anorexia) Dysphagia (ctcae:dysphagia) Value Percent (uo:uo_ ) has_value roo: has_unit roo: Percentage FEV1 (nci:c112376) has_patient_finding (roo:100291) has_fev1_percentage roo: (ncit:c16960) has_radiation_therapy roo: treats has_biological_sex roo: has_age_at_start_rt roo: (roo:100402) has_age_at_diagnosis roo: Sex (nci:c20197 and nci:c16576) has_survival roo: has_vital_status roo: Age at diagnosis (roo:100002) has_value roo: has_unit roo: Value Year (uo:uo_ ) Survival (roo:100063) has_unit roo: has_value roo: Month (uo:uo_ ) Hemoptysis (nci:c3094) Esophagitis (ctcae:esophagitis) Pulmonary Fibrosis (ctcae:pulmonary_fi brosis) Brachial plexopathy (ctcae:brachial_plex opathy) Solid Tumor Metastases (ncit:c3261) Severe liver disease (icd:k74.6) Lymphoma (ncit:c3208) Myocardial Infarct (ncit:c27996) Congenital Heart Failure (icd:i50.0) AIDS (ncit:c2851) Leukemia (ncit:c3161) Cancer (ncit:c3262) has_disease (roo:100020) Gray (uo:uo_ ) has_unit roo: Value (xsd:double) has_value roo: Radition Therapy (ncit:c15313) OR SBRT (ncit:c118286) roo: has_prescribed_radiation_dose has_fractionation_part (roo:100269) has_rt_dose roo: has_fractionation_part (roo:100269) Delivered Radiotherapy Dose (roo:100012) First radiotherapy fraction (roo:100058) Last radiotherapy fraction (roo:100059) Age at start RT (roo:100003) roo:is_when (roo:100038) after (time:after) has_unit roo: has_value roo: Year (uo:uo_ ) Value has_survival roo: Vital Status (ncit:c37987 or ncit:28554) Value Peripheral Vascular Disease (icd:i73.9) DM End Organ Disease (ncit:c113717) Prescribed Radiotherapy Dose (roo:100013) has_value roo: Value (xsd:double) has_unit roo: Gray (uo:uo_ ) Cerebrovascular Accident (ncit:c2938) Dementia (ncit:c4786) Chronic Lung Disorder (ncit:c98541) Renal disease (icdcm:n18.3) Hemiplegia (ncit:c64329) Diabetes (ncit:c2985) has_fraction_count (roo:100224) No. RT Fractions Per Treatment (roo:100356) has_count (roo:100223) has_count (roo:100223) No. RT Fractions Per Day (roo:100355) has_count (roo:100223) Value (xsd:integer) Connective Tissue Disease (ncit:c27204) Ulcer (ncit:c3426) Mild Liver Disease (ncit:c27204) Value (xsd:integer)
23 Creating structured data from DICOM images: Medical Image Analysis
24 FHIR & DLCA-R registration
25 FHIR for Radiation Oncology Standard domain-specific implementation is missing! Radiotherapy domain model by discussing process- and data flow: FHIR scenario capturing various RT-procedures Detailed resources for future use Workable model implemented to support registries now In hindsight: scenario in alignment with solutions considered in FHIR community
26 MRDM-model for Radiation Therapy
27 FHIR processing at MRDM transaction-based submission, batch-processing
28 RDF & FHIR Curated Data Clinical Systems Registries Dashboards DICOM Create linked data FHIR resources!
29 We are not there yet! FHIR messages will always have some receiver specific implementation the capture challenges for the data exchange are bigger for other disciplines other approaches are point to point There is no magic bullet, data capture / exchange is hard work!
30 Thank you for your attention!
31 Acknowledgements NVRO, Netherlands DICA, Leiden, Netherlands MRDM, Deventer, Netherlands Radboudumc, Nijmegen, Netherlands MAASTRO, Maastricht, Netherlands De Praktijk Index, Bilthoven, Netherlands Special thanks to MRDM & MAASTRO development teams! More info on: dcapackage-template
Weights Conditions ICD-8 codes ICD-10 codes 1 Myocardial 410 I21; I22; I23. Dementia ; F00-F03; F05.1; G30 Chronic pulmonary
Supplementary tables Table A. Charlson comorbidity index Weights Conditions ICD-8 codes ICD-10 codes 1 Myocardial 410 I21; I22; I23 infarction Congestive heart 427.09; 427.10; 427.11; 427.19; I50; I11.0;
Informatics. Informatics in Radiation Oncology. Learning Objectives. Overview 7/28/2011. Information Technology
Informatics Informatics in Radiation Oncology Ramon Alfredo Carvalho Siochi, PhD University of Iowa Hospitals and Clinics Information Technology Infrastructure: hardware, applications, networks Storage,
warwick.ac.uk/lib-publications
Original citation: Zhao, Lei, Lim Choi Keung, Sarah Niukyun and Arvanitis, Theodoros N. (2016) A BioPortalbased terminology service for health data interoperability. In: Unifying the Applications and Foundations
Using Pinnacle 16 Deformable Image registration in a re-treat scenario
Introduction Using Pinnacle 16 Deformable Image registration in a re-treat scenario This short Hands On exercise will introduce how the Deformable Image Registration (DIR) tools in Pinnacle can be used
Apelon DTS on FHIR. John Gresh, Director of Product Development
Apelon DTS on FHIR John Gresh, Director of Product Development jgresh@apelon.com Apelon Overview Internationally recognized terminology experts Strong, active commitment to open standards Terminology tools
PyCMSXiO: an external interface to script treatment plans for the Elekta CMS XiO treatment planning system
Journal of Physics: Conference Series OPEN ACCESS PyCMSXiO: an external interface to script treatment plans for the Elekta CMS XiO treatment planning system To cite this article: Aitang Xing et al 2014
Terminology Harmonization
Terminology Harmonization Rob McClure, MD; Lisa Anderson, MSN, RN-BC; Angie Glotstein, BSN, RN November 14-15, 2018 Washington, DC Table of contents OVERVIEW OF CODE SYSTEMS AND TERMINOLOGY TOOLS USING
REAL-TIME ADAPTIVITY IN HEAD-AND-NECK AND LUNG CANCER RADIOTHERAPY IN A GPU ENVIRONMENT
REAL-TIME ADAPTIVITY IN HEAD-AND-NECK AND LUNG CANCER RADIOTHERAPY IN A GPU ENVIRONMENT Anand P Santhanam Assistant Professor, Department of Radiation Oncology OUTLINE Adaptive radiotherapy for head and
INPATIENT AVERAGE CHARGES AND LENGTH OF STAY
DRG INPATIENT CHARGES AND LENGTH OF STAY DESCRIPTION LOS TOTAL CHARGES 066 INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION W/O CC/MCC* 5 $9,200 069 TRANSIENT ISCHEMIA 1 $1,647 074 CRANIAL & PERIPHERAL NERVE
INTEGRATED DATA MIGRATION:
Technical Perspectives Integrated data migration INTEGRATED DATA MIGRATION: Patient record transfer with discrete RT data elements ARIA Database DATA MIGRATION Third-party Database The purpose of this
Item Field Format Position Position. Description
1 RecordType varchar(1) 1 1 B = Details for new V21 PTC MOR C = Details for new V22 PTC MOR D = for Details for new 2017 PTC model MOR - non-pace and non-esrd benes 2 HICN varchar(12) 2 13 Alphanumeric
Standardization of (Imaging) Data Formats
Standardization of (Imaging) Data Formats Lessons Learned Practical Big Data Workshop David Clunie (dclunie@dclunie.com) Pixelmed Publishing, LLC. 1 Conflict of Interest Grants/Research Support: NCI (Essex,
Creating a Knowledge Based Model using RapidPlan TM : The Henry Ford Experience
DVH Estimates Creating a Knowledge Based Model using RapidPlan TM : The Henry Ford Experience Karen Chin Snyder, MS, DABR AAMD Region V Meeting October 4, 2014 Disclosures The Department of Radiation Oncology
Workshop 2. > Interoperability <
Workshop 2 21 / 08 / 2011 > Interoperability < Heiko Zimmermann R&D Engineer, AHI CR Santec Heiko.Zimmermann@tudor.lu Interoperability definition Picture from NCI-Wiki (https://wiki.nci.nih.gov) 2 Interoperability
Standards Development
Thailand s ehealth & Health Information Standards Development Collaborating across countries to harmonize information system standards understanding country opportunities and developing strategies to deal
iplan RT Image Advanced Contouring Workstation - Driving Physician Collaboration
iplan RT Image Advanced Contouring Workstation - Driving Physician Collaboration The iplan Contouring Workstation offers unique and innovative capabilities for faster contouring and consistent segmentation
VALIDATION OF DIR. Raj Varadhan, PhD, DABMP Minneapolis Radiation Oncology
VALIDATION OF DIR Raj Varadhan, PhD, DABMP Minneapolis Radiation Oncology Overview Basics: Registration Framework, Theory Discuss Validation techniques Using Synthetic CT data & Phantoms What metrics to
JeffTrial Subject Registration Clinical Coordinator Training. Kimmel Cancer Center JeffTrials version 13.0 Ver. 1.2
JeffTrial Subject Registration Clinical Coordinator Training Kimmel Cancer Center 1.2.14 JeffTrials version 13.0 Ver. 1.2 Coordinator Register a Patient 1. Log in to JeffTrial https://jefftrial.tjh.tju.edu/login
What is FAIR? 5 th International Summer School on Rare Disease and Orphan Drug Registries. Claudio Carta 1 and Marco Roos 2
5 th International Summer School on Rare Disease and Orphan Drug Registries What is FAIR? Claudio Carta 1 and Marco Roos 2 1 National Centre for Rare Diseases Istituto Superiore di Sanità, Rome, Italy
Alpha 1 i2b2 User Guide
Alpha 1 i2b2 User Guide About i2b2 Accessing i2b2 Data Available in i2b2 Navigating the Workbench Workbench Screen Layout Additional Workbench Features Creating and Running a Query Creating a Query Excluding
State-of-the-Art IGRT
in partnership with State-of-the-Art IGRT Exploring the Potential of High-Precision Dose Delivery and Real-Time Knowledge of the Target Volume Location Antje-Christin Knopf IOP Medical Physics Group Scientific
RTOG Common Data Management System Implementation. Shashi Solipuram ACR IT Tao Wang ACR IT
RTOG Common Data Management System Implementation Shashi Solipuram ACR IT Tao Wang ACR IT Radiation Therapy Oncology Group (RTOG) Implemented three trials in Medidata Rave Single and multi-step registration
Semantic Technologies and CDISC Standards. Frederik Malfait, Information Architect, IMOS Consulting Scott Bahlavooni, Independent
Semantic Technologies and CDISC Standards Frederik Malfait, Information Architect, IMOS Consulting Scott Bahlavooni, Independent Part I Introduction to Semantic Technology Resource Description Framework
ROBUST OPTIMIZATION THE END OF PTV AND THE BEGINNING OF SMART DOSE CLOUD. Moe Siddiqui, April 08, 2017
ROBUST OPTIMIZATION THE END OF PTV AND THE BEGINNING OF SMART DOSE CLOUD Moe Siddiqui, April 08, 2017 Agenda Background IRCU 50 - Disclaimer - Uncertainties Robust optimization Use Cases Lung Robust 4D
SNOMED CT Implementation Approaches. National Resource Centre for EHR Standards (NRCeS) C-DAC, Pune
SNOMED CT Implementation Approaches National Resource Centre for EHR Standards (NRCeS) C-DAC, Pune SNOMED CT with no Health Record SNOMED CT is a powerful modern clinical terminology Comprehensive scope
LibreHealth Electronic Health Record
1 of 10 LibreHealth Electronic Health Record The LibreHealth EHR log in page can be accessed using Google Chrome and other common browsers. LibreHealth EHR is an open source EHR which means the programming
1:00 p.m. - 3:00 p.m. Technical Track 2-3 Experience with Implementations. Lee Min Lau, MD, PhD, Lead, Medical Informatics, 3M
1:00 p.m. - 3:00 p.m. Technical Track 2-3 Experience with Implementations Lee Min Lau, MD, PhD, Lead, Medical Informatics, 3M Towards Data Interoperability Lee Min Lau MD PhD 3M Health Information Systems
The GAPS Framework. To develop national healthcare ICT systems, countries need to work on 4 important fundamental topics.
IV. The GAPS Framework To develop national healthcare ICT systems, countries need to work on 4 important fundamental topics. National Health Information Systems Blueprint (the Architecture) A Health Information
Overview Functionality Maintenance Future
LEXICON Overview Functionality Maintenance Future OVERVIEW What is Lexicon Standard reference for terminology across VA Provides a basis for a common language of terminology so that all members of a healthcare
IHE Radiation Oncology Technical Framework Supplement. Treatment Delivery Workflow (TDW) Draft for Public Comment
Integrating the Healthcare Enterprise IHE Radiation Oncology Technical Framework Supplement Treatment Delivery Workflow (TDW) Draft for Public Comment Date: January 29, 2010 Author: David Murray Email:
ADVANCING CANCER TREATMENT
3 ADVANCING CANCER TREATMENT SUPPORTING CLINICS WORLDWIDE RaySearch is advancing cancer treatment through pioneering software. We believe software has un limited potential, and that it is now the driving
Healthcare IT A Monitoring Primer
Healthcare IT A Monitoring Primer Published: February 2019 PAGE 1 OF 13 Contents Introduction... 3 The Healthcare IT Environment.... 4 Traditional IT... 4 Healthcare Systems.... 4 Healthcare Data Format
HL7 s Common Terminology Services Standard (CTS)
HL7 s Common Terminology Services Standard (CTS) HIMSS06 Annual Conference and Exhibition February 15, 2006 San Diego, CA Russell Hamm Objectives Describe the HL7 Common Terminology Services Specification
Radiation Dose Structured Reports
AAPM Annual Meeting 2013 Imaging Informatics 2 Radiation Dose Structured Reports David Clunie (dclunie@dclunie.com) PixelMed Publishing RDSR Learning Objectives l Basic concepts of DICOM structured reporting
NHS Health Checks Recall Library Query Set Overview
NHS Health Checks Recall Library Query Set Overview Prepared by the PRIMIS Information and NHS Health Checks Teams April 2013 The University of Nottingham. All rights reserved. Contents Query Files...
ICARO Vienna April Implementing 3D conformal radiotherapy and IMRT in clinical practice: Recommendations of IAEA- TECDOC-1588
ICARO Vienna April 27-29 2009 Implementing 3D conformal radiotherapy and IMRT in clinical practice: Recommendations of IAEA- TECDOC-1588 M. Saiful Huq, Ph.D., Professor and Director, Dept. of Radiation
DATE OF BIRTH: ADDRESS: Street or PO Box Town/City State Zip code TELEPHONE: H: W: C: GENDER: M F REFERRED BY: RELATIONSHIP: TELEPHONE: H: W: C:
VERMONT TECH DEPARTMENT OF DENTAL HYGIENE DATE: NAME: DATE OF BIRTH: EMAIL ADDRESS: ADDRESS: Street or PO Box Town/City State Zip code TELEPHONE: H: W: C: GENDER: M F REFERRED BY: IN CASE OF EMERGENCY
Dose Distributions. Purpose. Isodose distributions. To familiarize the resident with dose distributions and the factors that affect them
Dose Distributions George Starkschall, Ph.D. Department of Radiation Physics U.T. M.D. Anderson Cancer Center Purpose To familiarize the resident with dose distributions and the factors that affect them
Virtual Phantoms for IGRT QA
TM Virtual Phantoms for IGRT QA Why ImSimQA? ImSimQA was developed to overcome the limitations of physical phantoms for testing modern medical imaging and radiation therapy software systems, when there
REGISTRY OF SEVERE CUTANEOUS ADVERSE REACTIONS TO DRUGS AND COLLECTION OF BIOLOGICAL SAMPLES. R e g i S C A R PATIENT'S DATA. Age country of birth
REGISTRY OF SEVERE CUTANEOUS ADVERSE REACTIONS TO DRUGS AND COLLECTION OF BIOLOGICAL SAMPLES R e g i S C A R PATIENT'S DATA Initials of the patient date of birth Age country of birth Gender male female
ULICE WP7 update. Interim report Steve Harris, University of Oxford
ULICE WP7 update Interim report Steve Harris, University of Oxford WP7 recap established metadata services recommended fundamental standards terminologies follow- up variables and form design evaluated
SlicerRT Image-guided radiation therapy research toolkit for 3D Slicer
SlicerRT Image-guided radiation therapy research toolkit for 3D Slicer Csaba Pinter 1, Andras Lasso 1, An Wang 2, David Jaffray 2, and Gabor Fichtinger 1 1Laboratory for Percutaneous Surgery, Queen s University,
Guiding the Way to XML Data Exchange Implementation
Guiding the Way to XML Data Exchange Implementation Isaac Hands, MPH Lead Software Architect, Kentucky Cancer Registry Chair, NAACCR XML Data Exchange Workgroup Representative-at-Large, NAACCR Board of
ADVANCING CANCER TREATMENT
The RayPlan treatment planning system makes proven, innovative RayStation technology accessible to clinics that need a cost-effective and streamlined solution. Fast, efficient and straightforward to use,
Using OpenEHR platform and HL7/IHE interoperability
Using OpenEHR platform and HL7/IHE interoperability Think!EHR Platform open health data platform Better Data Better Care Borut Fabjan Solution Architect / Head of MarandLab www.marand.com 2014 Marand Company
Standards Compliant PACS XDS-I Source & XDS/XDS-I Consumer. Ronan Kirby 25 th March 2011
Ronan Kirby 25 th March 2011 Standards Compliance on Image Sharing - Why? Support for Clinical Pathways A patients healthcare journey may involve different hospitals / trusts depending on where specific
NCI Thesaurus, managing towards an ontology
NCI Thesaurus, managing towards an ontology CENDI/NKOS Workshop October 22, 2009 Gilberto Fragoso Outline Background on EVS The NCI Thesaurus BiomedGT Editing Plug-in for Protege Semantic Media Wiki supports
Terminology as a Service HL7 AU
Terminology as a Service HL7 AU Michael Lawley, PhD Research Group Leader, Health Informatics 26 May 2017 THE AUSTRALIAN E-HEALTH RESEARCH CENTRE HEALTH & BIOSECURITY terminology is the foundation of semantic
A National Metadata Repository for Empirical Research in Germany
A National Metadata Repository for Empirical Research in Germany 15 th International Open Forum on Metadata Jürgen Stausberg 1, Johannes Drepper 2, Matthias Löbe 3, Sylvie MN Ngouongo 1, Philippe Verplancke
National metadata repository for databases of registers and trials
National metadata repository for databases of registers and trials IBE, Medical Faculty, Ludwig-Maximilians-Universität München, Germany Institute for Medical Informatics (IMISE), Universität Leipzig,
AUTOMATED CREATION OF SUBMISSION-READY ARTIFACTS SILAS MCKEE
AUTOMATED CREATION OF SUBMISSION-READY ARTIFACTS SILAS MCKEE AGENDA 1. Motivation 2. Automation Overview 3. Architecture 4. Validating the System 5. Pilot Study Results 6. Future State Copyright 2012-2017
Secondary 3D Dose QA Fully Automated using MOSAIQ's IQ Engine. MOSAIQ User Meeting May Antwerp
Secondary 3D Dose QA Fully Automated using MOSAIQ's IQ Engine MOSAIQ User Meeting May 31 2013 - Antwerp Contents Project goal and collaboration Secondary 3D Dose QA project justification Secondary 3D Dose
MISSING DATA REPORT Survey Data
MISSING DATA REPORT Survey Data 2012-2016 Abstract The rates of non response for ANZDATA survey items over the last 5 years anzdata@anzdata.org.au www.anzdata.org.au The tables below show the rates of
Efficiently Sharing All of a Patient s Data With All their Providers Completing the Model
www.gdhealth.com Efficiently Sharing All of a Patient s Data With All their Providers Completing the Model Multi-Source Longitudinal Medical Record (MLMR) Thomas Pole and Robert Guajardo 6.13.2017 Our
CIBMTR Recipient ID Assignment
(Form 2804) This section of the CIBMTR Forms Instruction Manual is intended to be a resource for completing the CIBMTR Recipient ID Assignment Form. E-mail comments regarding the content of the CIBMTR
UNIFYING SEMANTIC ANNOTATION AND QUERYING IN BIOMEDICAL IMAGE REPOSITORIES One Solution for Two Problems of Medical Knowledge Engineering
UNIFYING SEMANTIC ANNOTATION AND QUERYING IN BIOMEDICAL IMAGE REPOSITORIES One Solution for Two Problems of Medical Knowledge Engineering Daniel Sonntag German Research Center for Artificial Intelligence,
Michael Speiser, Ph.D.
IMPROVED CT-BASED VOXEL PHANTOM GENERATION FOR MCNP MONTE CARLO Michael Speiser, Ph.D. Department of Radiation Oncology UT Southwestern Medical Center Dallas, TX September 1 st, 2012 CMPWG Workshop Medical
Paper DS07 PhUSE 2017 CDISC Transport Standards - A Glance. Giri Balasubramanian, PRA Health Sciences Edwin Ponraj Thangarajan, PRA Health Sciences
Paper DS07 PhUSE 2017 CDISC Transport Standards - A Glance Giri Balasubramanian, PRA Health Sciences Edwin Ponraj Thangarajan, PRA Health Sciences Agenda Paper Abstract CDISC Standards Types Why Transport
A Semantic Web Approach to Integrative Biosurveillance. Narendra Kunapareddy, UTHSC Zhe Wu, Ph.D., Oracle
A Semantic Web Approach to Integrative Biosurveillance Narendra Kunapareddy, UTHSC Zhe Wu, Ph.D., Oracle This talk: Translational BioInformatics and Information Integration Dilemma Case Study: Public Health
ehepqual- HCV Quality of Care Performance Measure Program
NEW YORK STATE DEPARTMENT OF HEALTH AIDS INSTITUTE ehepqual- HCV Quality of Care Performance Measure Program USERS GUIDE A GUIDE FOR PRIMARY CARE AND HEPATITIS C CARE PROVIDERS * * For use with ehepqual,
Use of MRI in Radiotherapy: Technical Consideration
Use of MRI in Radiotherapy: Technical Consideration Yanle Hu, PhD Department of Radiation Oncology, Mayo Clinic Arizona 04/07/2018 2015 MFMER slide-1 Conflict of Interest: None 2015 MFMER slide-2 Objectives
CHAPTER VIII REQUIRED STATUS TABLE (ITEM # ORDER)
CHAPTER VIII REQUIRED STATUS TABLE (ITEM # ORDER) The following table presents Version 11 of the NAACCR required status summarizing the requirements and recommendations for collection of each item by standard-setting
CHAPTER VIII, REQUIRED STATUS TABLE (ITEM # ORDER)
CHAPTER VIII, REQUIRED STATUS TABLE (ITEM # ORDER) The following table presents Version 11.1 of the NAACCR required status summarizing the requirements and recommendations for collection of each item by
Health Information Exchange Content Model Architecture Building Block HISO
Health Information Exchange Content Model Architecture Building Block HISO 10040.2 To be used in conjunction with HISO 10040.0 Health Information Exchange Overview and Glossary HISO 10040.1 Health Information
8/2/2017. PerFRACTION from Sun Nuclear Automated Transit Dosimetry for In-Vivo QA
PerFRACTION from Sun Nuclear Automated Transit Dosimetry for In-Vivo QA Jennifer R. Clark, M.S., DABR Conflict of Interest Statement: I am an employee of Sun Nuclear Corporation Outline: Platform overview
Guidance on the use of CodeableConcept
Guidance on the use of CodeableConcept Including the Extension-coding-sctdescid extension Published 03 August 2018 Copyright 2018 NHS Digital Contents 1. Introduction 3 Description of elements (in terms
My Home ehealth Monitoring System
We Care Because We Know You Care Software-based Solutions My Home ehealth Monitoring System The My Home ehealth Monitoring System connects patients with care providers from the convenience of their homes.
Forcare B.V. Cross-Enterprise Document Sharing (XDS) Whitepaper
Cross-Enterprise Document Sharing (XDS) Copyright 2010 Forcare B.V. This publication may be distributed in its unmodified whole with references to the author and company name. Andries Hamster Forcare B.V.
Specification of a Cardiovascular Metadata Model: A Consensus Standard
Specification of a Cardiovascular Metadata Model: A Consensus Standard Rebecca Wilgus, RN MSN 1 ; Dana Pinchotti 2 ; Salvatore Mungal 3 ; David F Kong, MD AM 1 ; James E Tcheng, MD 1 ; Brian McCourt 1
REDCap under FHIR Enhancing electronic data capture with FHIR capability
REDCap under FHIR Enhancing electronic data capture with FHIR capability Hugo Leroux Research Scientist 09 August 2017 THE AUSTRALIAN E-HEALTH RESEARCH CENTRE, HEALTH AND BIOSECURITY Rationale Clinical
UNDER THE HOOD. API Overview
UNDER THE HOOD API Overview The Redox API was built to abstract away the technical variance across systems to deliver a consistent developer experience. This means that as a developer, you can spend less
The IEEE Metadata Standard for Supporting Big Data Management
The IEEE Metadata Standard for Supporting Big Data Management Alex MH Kuo 1,2 (Ph.D) 1 School of Health Information Science University of Victoria, BC, Canada. 2 CEDAR, School of Medicine University of
Section I: Best Available Vocabulary/Code Set/Terminology Standards and Implementation Specifications
Section I: Best Available Vocabulary/Code Set/Terminology s and s I-A: Allergies Interoperability Need: Representing patient allergic reactions / SNOMED-CT Final Production No Free N/A SNOMED-CT may not
Deep dive into SR: Key Object Selection and Radiation Dose Report
THE DICOM 2013 INTERNATIONAL CONFERENCE & SEMINAR March 14-16 Bangalore, India Harry Solomon Deep dive into SR: Key Object Selection and Radiation Dose Report Interoperability Architect, GE Healthcare
Linked Data: Fast, low cost semantic interoperability for health care?
Linked Data: Fast, low cost semantic interoperability for health care? About the presentation Part I: Motivation Why we need semantic operability in health care Why enhancing existing systems to increase
EHR Connectivity Integration Specification
EHR Connectivity Integration Specification HeC Contact information Name Phone Email Title/Role Jeremy Smith (315) 671 2241 x320 jsmith@healtheconnections.org Manager, HIE Integration OVERVIEW This document
URGENT IMPORTANT FIELD SAFETY NOTIFICATION
Subject: Product: Incorrect Rotation of the Collimator or Couch ERGO Scope: Sites affected will be those: 1. Running ERGO version 1.7.3 and higher and, 2. Using a Multileaf Collimator (MLC) device for
Evaluation of 3D Gamma index calculation implemented in two commercial dosimetry systems
University of Wollongong Research Online Faculty of Engineering and Information Sciences - Papers: Part A Faculty of Engineering and Information Sciences 2015 Evaluation of 3D Gamma index calculation implemented
A Justification-based Semantic Framework for Representing, Evaluating and Utilizing Terminology Mappings
A Justification-based Semantic Framework for Representing, Evaluating and Utilizing Terminology Mappings Sajjad HUSSAIN a, Hong SUN b, Gokce B. Laleci ERTURKMEN c, Mustafa YUKSEL c, Charles MEAD d, Alasdair
Medical Information. Objectives 3/9/2016. Literature Search : PubMed. Know. Evaluation 2. Medical informatics Literature search : PubMed PICO Approach
Medical Information Literature Search : PubMed Bordin Sapsomboon 9 Mar 2016 http://www.si.mahidol.ac.th/simi bordin.sap@mahidol.ac.th Objectives Know Medical informatics Literature search : PubMed PICO
Average DRG DRG Description
s by DRG 64 INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION W MCC $23,330 65 INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION W CC OR TPA IN 24 HRS $23,948 66 INTRACRANIAL HEMORRHAGE OR CEREBRAL INFARCTION
LexGrid Philosophy, Model and Interfaces Harold R Solbrig Division of Biomedical Statistics and Informatics Mayo Clinic
LexGrid Philosophy, Model and Interfaces Harold R Solbrig Division of Biomedical Statistics and Informatics Mayo Clinic Outline Why the LexGrid model was created LexGrid approach and principles Key aspects
Searching for Literature Using HDAS (Healthcare Databases Advanced Search)
Searching for Literature Using HDAS (Healthcare Databases Advanced Search) 1. What is HDAS?... page 2 2. How do I access HDAS?... page 3 3. Questions and concepts (PICO) page 4 4. Selecting a database.
WHO ICD11 Wiki LexWiki, Semantic MediaWiki and the International Classification of Diseases
WHO ICD11 Wiki LexWiki, Semantic MediaWiki and the International Classification of Diseases Guoqian Jiang, PhD Harold Solbrig Division of Biomedical Statistics and Informatics Mayo Clinic College of Medicine
Initial Clinical Experience with 3D Surface Image Guidance
Initial Clinical Experience with 3D Surface Image Guidance Amanda Havnen-Smith, Ph.D. Minneapolis Radiation Oncology Ridges Radiation Therapy Center Burnsville, MN April 20 th, 2012 Non-funded research
Korea Institute of Oriental Medicine, South Korea 2 Biomedical Knowledge Engineering Laboratory,
A Medical Treatment System based on Traditional Korean Medicine Ontology Sang-Kyun Kim 1, SeJin Nam 2, Dong-Hun Park 1, Yong-Taek Oh 1, Hyunchul Jang 1 1 Literature & Informatics Research Division, Korea
Automated segmentation methods for liver analysis in oncology applications
University of Szeged Department of Image Processing and Computer Graphics Automated segmentation methods for liver analysis in oncology applications Ph. D. Thesis László Ruskó Thesis Advisor Dr. Antal
Organizational Track 1 p.m.-2 p.m. Maintenance and Updating Margo Imel, RHIT, MBA Terminology ManagerMapping, SNOMED, International Pat Wilson, RT
Organizational Track 1 p.m.-2 p.m. Maintenance and Updating Margo Imel, RHIT, MBA Terminology ManagerMapping, SNOMED, International Pat Wilson, RT (R), CPC, Team Lead Health Data Dictionary 3M SNOMED CT
Boubacar Sow Miyagi University
HL7 FHIR Towards Achieving the Interoperability of Social Determinants of health Boubacar Sow Miyagi University Tokyo, Feb 22, 2019 The Institute of Electronics, Information and Communication Engineers
For Protocol Amendment 10 to: RTOG 0631, Phase II/III Study of Image-Guided Radiosurgery/SBRT for Localized Spine Metastasis
For Protocol Amendment 10 to: RTOG 0631, Phase II/III Study of Image-Guided Radiosurgery/SBRT for Localized Spine Metastasis NCI/Local Protocol #: RTOG-0631/RTOG 0631 NCI Protocol Version Date: September
TNM STAGING AS AN HTTP SERVICE
TNM STAGING AS AN HTTP SERVICE Developing a RESTful HTTP Service as a frontend for the CDC TNM Staging API Roger Chui, Kentucky Cancer Registry BACKGROUND The cancer registry community is switching from
No conflict of interest to disclose
DEVELOPING EFFECTIVE CASE REPORT FORMS MAKING YOUR CRF WORK FOR YOU CONFLICT OF INTEREST DISCLAIMER No conflict of interest to disclose PRESENTED BY ROXANNE WARD CLINICAL RESEARCH PROGRAM MANAGER, KSG
8/4/2016. Emerging Linac based SRS/SBRT Technologies with Modulated Arc Delivery. Disclosure. Introduction: Treatment delivery techniques
Emerging Linac based SRS/SBRT Technologies with Modulated Arc Delivery Lei Ren, Ph.D. Duke University Medical Center 2016 AAPM 58 th annual meeting, Educational Course, Therapy Track Disclosure I have
Integrating the Healthcare Enterprise Patient Care Devices
Integrating the Healthcare Enterprise Patient Care Devices Anything can be integrated Un-Interoperability: Highest Cause of Health IT project failures Base Standards The Hospital EHRs, CMMS, other ehealth
From Integration to Interoperability: The Role of Public Health Systems in the Emerging World of Health Information Exchange
From Integration to Interoperability: The Role of Public Health Systems in the Emerging World of Health Information Exchange Noam H. Arzt, PhD American Public Health Association Annual Meeting Session
Semantic MediaWiki A Tool for Collaborative Vocabulary Development Harold Solbrig Division of Biomedical Informatics Mayo Clinic
Semantic MediaWiki A Tool for Collaborative Vocabulary Development Harold Solbrig Division of Biomedical Informatics Mayo Clinic Outline MediaWiki what it is, how it works Semantic MediaWiki MediaWiki
Via Submission to URL:
Via Submission to URL: https://www.healthit.gov/isa/section-vi-questions-and-requests-stakeholderfeedback Office of the National Coordinator for Health Information Technology (ONC) U.S. Department of Health
THE HEALTH INFORMATION TECHNOLOGY SUMMIT
THE HEALTH INFORMATION TECHNOLOGY SUMMIT 2.05 Community-Based Collaborations: Developing Your Technical Strategy for Mobilizing Healthcare Data October 22 1:30 PM 60 minutes Wes, Hlamka and me Clinical
Core Technology Development Team Meeting
Core Technology Development Team Meeting To hear the meeting, you must call in Toll-free phone number: 1-866-740-1260 Access Code: 2201876 For international call in numbers, please visit: https://www.readytalk.com/account-administration/international-numbers
Medical Transcription Billing Corporation (MTBC) Address: 7 Clyde Road, Somerset, NJ (732) x243
2015 Edition Health IT Module Test Report Part 1: Product and Developer Information 1.1 Certified Product Information Product Name: TalkEHR Product /Release: 1.0 1.2 Developer Information Developer Name: