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Commentary: Clinical Informatics, Mark E. Frisse

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Commentary: Electronic Health Records for Comparative Effectiveness Research, Russell E. Glasgow

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Commentary : Protecting Human Subjects and Their Data in Multi-Site Research, Harold S. Luft

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Community Health Needs Assessments: Filling Data Gaps for Population Health Research and Management, Philip Alberti

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Comparative Effectiveness Research (CER) and Clinical Informatics: An Annotated Bibliography, Marianne Hamilton Lopez, Sonia Nagda, Erin Holve, and Neil Sarkar

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Comparative Effectiveness Research Using Observational Data: Active Comparators to Emulate Target Trials with Inactive Comparators, Anders Huitfeldt, Miguel A. Hernan, Mette Kalager, and James M. Robins

Comparative Outcomes Management with Electronic Data Technologies (COMET), Clete A. Kushida

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Comparative Outcomes Management with Electronic Data Technologies (COMET) Data Access Agreement, Clete Kushida, Deborah Nichols, James Walsh, Kara Griffin, and Pamela Hyde

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Comparing Home- and Community-Based Care Models for Medicare/Medicaid Dual Eligible Individuals, Janet H. Van Cleave, Sarah Brosch, Elizabeth Wirth, Molly Lawson, Brian L. Egleston, Eileen Sullivan-Marx, and Mary D. Naylor

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Comparisons Among Health Behavior Surveys: Implications for the Design of Informatics Infrastructures that Support Comparative Effectiveness Research, Sunmoo Yoon, Adam Wilcox, and Suzanne Bakken

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Concordium 2015: Strategic Uses of Evidence to Transform Delivery Systems, Erin Holve and Samantha Weiss

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Concordium 2016: Data and Knowledge Transforming Health, Beth Devine

Concurrent Panel Session A | Stories from the Front Lines: What Learning Health Systems Look Like, Lucy Savitz, Allison Devlin, Wayne Psek, and Margaret J. Holm

Concurrent Panel Session B | Visualization to Improve the Usefulness of Electronic Health Data, Patrick Ryan, Deborah A. Nichols, Adriana Arcia, and Frank J. DeFalco

Concurrent Panel Session C | Methods to Achieve Personalization Beyond the Genome, Thomas McGinn, Jon Duke, Caroline A. Thompson, and Randi Foraker

Concurrent Panel Session D | Innovations in Health Care Operations, Marianne Hamilton Lopez, Lori L. Hack, Irene Katzan, and Janet H. Van Cleave

Concurrent Panel Session E | Data Quality and Prediction, Lisa Schilling, Charles Bae, Emily Beth Devine, and Darren Toh

Concurrent Panel Session F | Integrating Public Health and Outcomes: The Promise of Population Health Analytics, Remle Newton-Dame, Herbert Fillmore, Tracy L. Johnson, and Elisa L. Priest

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Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges, Ruben Amarasingham, Anne-Marie J. Audet, David W. Bates, I. Glenn Cohen, Martin Entwistle, G J. Escobar, Vincent Liu, Lynn Etheredge, Bernard Lo, Lucila Ohno-Machado, Sudha Ram, Suchi Saria, Lisa M. Schilling, Anand Shah, Walter F. Stewart, Ewout W. Steyerberg, and Bin Xie

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Consumer Engagement in Health IT: Distinguishing Rhetoric from Reality, Marsha Gold, Mynti Hossain, and Amy Mangum

COPD Outcomes-based Network for Clinical Effectiveness and Research Translation - Comparative Effectiveness Research (CONCERT-CER), Jerry A. Krishnan

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Creating a Connected Community: Lessons Learned from the Western New York Beacon Community, Nancy Maloney, Arvela R. Heider, Amy Rockwood, and Ranjit Singh

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Creating Value: Unifying Silos into Public Health Business Intelligence, Arthur J. Davidson

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Cultivating Collaboration - Sharing Data, Code, and Tools to Accelerate the Science of Healthcare, Anthony D'Amico, Xiaoqian Jiang, Daniella Meeker, Fred Trotter, and Dave Clifford

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Data, Data Everywhere, But Access Remains a Big Issue for Researchers: A Review of Access Policies for Publicly-Funded Patient-level Health Care Data in the United States, Jalpa A. Doshi, Franklin B. Hendrick, Jennifer S. Graff, and Bruce C. Stuart

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Data Extraction And Management In Networks Of Observational Health Care Databases For Scientific Research: A Comparison Among EU-ADR, OMOP, Mini-Sentinel And MATRICE Strategies, Rosa Gini, Martijn Schuemie, Jeffrey Brown, Patrick Ryan, Edoardo Vacchi, Massimo Coppola, Walter Cazzola, Preciosa Coloma, Roberto Berni, Gayo Diallo, José Luis Oliveira, Paul Avillach, Gianluca Trifirò, Peter Rijnbeek, Mariadonata Bellentani, Johan van Der Lei, Niek Klazinga, and Miriam Sturkenboom

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Data Governance, Bradley Malin and Deven McGraw

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Data Governance and Data Sharing Agreements for Community-Wide Health Information Exchange: Lessons from the Beacon Communities, Claudia Allen, Terrisca R. Des Jardins, Arvela Heider, Kristin A. Lyman, Lee McWilliams, Alison L. Rein, Abigail A. Schachter, Ranjit Singh, Barbara Sorondo, Joan Topper, and Scott A. Turske

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Data Governance and Data Sharing Agreements for Community-Wide Health Information Exchange: Lessons from the Beacon Communities, Claudia Allen, Terrisca R. Des Jardins, Arvela Heider, Kristin A. Lyman, Lee McWilliams, Alison L. Rein, Abigail A. Schachter, Ranjit Singh, Barbara Sorondo, Joan Topper, and Scott A. Turske

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Data Model Considerations for Clinical Effectiveness Researchers, Michael G. Kahn, Deborath Batson, and Lisa M. Schilling

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Data Quality CDM Tutorial Transcript, Data Quality Collaborative

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Data Quality Codeathon Travel and Booking Information, Data Quality Collaborative

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Data Warehouse Governance Programs in Healthcare Settings: A Literature Review and a Call to Action, Thomas E. Elliot, John H. Holmes, Arthur J. Davidson, Pierre-Andre La Chance, Andrew F. Nelson, and John F. Steiner

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Data Warehouse Governance Programs in Healthcare Settings: A Literature Review and a Call to Action, Thomas E. Elliott, John H. Holmes, Arthur J. Davidson, Pierre-Andre La Chance, Andrew F. Nelson, and John F. Steiner

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Defining Information Needs for Public Health Systems and Services Research, James Buehler

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Design of the New York City Macroscope: Innovations in Population Health Surveillance Using Electronic Health Records, Remle Newton-Dame, Katharine H. McVeigh, Lauren Schreibstein, Sharon Perlman, Liz Lurie-Moroni, Laura Jacobson, Carolyn Greene, Elisabeth Snell, and Lorna E. Thorpe PhD

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Developing a Community-Wide Electronic Health Record Disease Registry in Primary Care Practices: Lessons Learned from the Western New York Beacon Community, Arvela R. Heider, Nancy Maloney, Nikhil Satchidanand, Geoff Allen, Raymond Mueller, Steven Gangloff, and Ranjit Singh

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Developing a Fully Integrated Medical Transport Record to Support Comparative Effectiveness Research for Patients Undergoing Medical Transport, Andrew P. Reimer and Elizabeth Madigan

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Developing an Algorithm to Identify History of Cancer Using Electronic Medical Records, Christina L. Clarke and Heather S. Feigelson

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Developing Electronic Data Methods Infrastructure to Participate in Collaborative Research Networks, Elisa L. Priest, Gabriela Cantu, Gina Garinger, Lauren Hall, Christopher Klekar, Maria Kouznetsova, Rustam Kudyakov, and Andrew Masica

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Developing Electronic Data Methods Infrastructure to Participate in Collaborative Research Networks, Elisa L. Priest DrPH, MPH; Christopher Klekar MPH; Gabriela Cantu MPH; Candice Berryman MBA; Gina Garinger MBA; Lauren Hall MPH; Maria Kouznetsova PhD, MPH; Rustam Kudyakov MD, MPH; and Andrew Masica MD, MSCI

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Developing New Systems of Data to Advance a Culture of Health, Alonzo L. Plough

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Development and Applications of an Outcomes Assessment Framework for Care Management Programs in Learning Health Systems, Lin Wang, Kara Kuntz-Melcavage, Christopher Forrest, Yanyan Lu, Leslie Piet, Kathy Evans, Maria Uriyo Uriyo, Melissa Sherry, Regina Richardson, Michelle Hawkins, and Donna Neale

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Development and Implementation of an Electronic Decision Support to Manage the Health of a High-Risk Population: The enhanced Electronic Medical Record Aging Brain Care Software (eMR-ABC), Amie Frame, Michael LaMantia, Bharath B. Reddy Bynagari, Paul Dexter, and Malaz Boustani

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Development and Implementation of ExPLORE Clinical Practice, a Web-accessible Comparative Outcomes Tool for California Hospitals and Physicians, Peter D. McNair, Jade Fang, Stephan Schwarzwaelder, and Terri Jackson

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Development of an Algorithm to Classify Colonoscopy Indication from Coded Health Care Data, Kenneth F. Adams, Eric A. Johnson, Jessica Chubak, Aruna Kamineni, Chyke A. Doubeni, Diana S.M. Buist, Andrew E. Williams, Sheila Weinmann, V. Paul Doria-Rose, and Carolyn M. Rutter

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Development of a Web Service for Analysis in a Distributed Network, Xiaoqian Jiang, Yuan Wu, Keith Marsolo, and Lucila Ohno-Machado

Development of Post-Acute Care Supplement (PACS) Research Files, Thomas MaCurdy

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Diabetes and Asthma Case Identification, Validation, and Representativeness When Using Electronic Health Data to Construct Registries for Comparative Effectiveness and Epidemiologic Research, Jay R. Desai, Pingsheng Wu, Greg A. Nichols, Tracy A. Lieu, and Patrick J. O'Connor

Discussion, Wade Aubry

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DQC Code-A-Thon Orientation Session, Data Quality Collaborative

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DQC Dimensions Table Draft 1: An inventory of potential clinical data quality dimensions

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DQ CDM Dataset, Data Quality Collaborative

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DQ CDM Tutorial, Data Quality Collaborative

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DQ Code-A-Thon 2015 Orientation Packet, Data Quality Collaborative

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DQ Codeathon Travel Reimbursement Form, AcademyHealth

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DQC White Paper Draft 1: A consensus-based data quality reporting framework for observational healthcare data

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DQe-v: A Database-Agnostic Framework for Exploring Variability in Electronic Health Record Data Across Time and Site Location, Hossein Estiri and Kari Stephens

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EDM Forum Bibliography (September, 2015): Peer‐Reviewed Literature Using Electronic Health Data for System Improvement, EDM Forum

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EDM Forum Phase I Publications and Products, EDM Forum

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EDM Forum Review 2015, EDM Forum

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Effect Identification in Comparative Effectiveness Research, Michael Oakes

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eGEMs: Advancing the Science of Collaboration

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eGEMs: An Opportunity for Better Science, Paul Wallace

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eGEMs’ Early Adventures in Open Access Publishing, Erin Holve

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eGEMs Instructions for Authors, EDM Forum

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eGEMs: Pragmatic Publishing to Build a Learning Health System, Erin Holve

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EHR-based Visualization Tool: Adoption Rates, Satisfaction, and Patient Outcomes, Randi E. Foraker, Bobbie Kite, Marjorie Kelley, Albert M. Lai, Caryn Roth, Marcelo A. Lopetegui, Abigail B. Shoben, Michael Langan, Nicole Rutledge, and Philip R.O. Payne

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Electronic Clinical Surveillance to Improve Outpatient Care: Diverse Applications within an Integrated Delivery System, Kim N. Danforth, Andrea E. Smith, Ronald K. Loo, Steven J. Jacobsen, Brian S. Mittman, Michael H. Kanter, and on behalf of the KPSC Outpatient Safety Net Program

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Electronic Data Capture through Total Joint Replacement Registries, Benedict U. Nwachukwu MD, MBA and Kevin J. Bozic MD, MBA

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Electronic Data Methods (EDM) Forum Overview, EDM Forum

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Emphasizing Public Health Within a Health Information Exchange: An Evaluation of the District of Columbia’s Health Information Exchange Program, Jason Goldwater, Juliette Jardim, Tasnuva Khan, and Karen Chan

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Empirical assessment of privacy-preserving confounding adjustment methods in multi-center comparative effectiveness studies, Darren Toh, Susan Shetterly, J. David Powers, and David Arterburn

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Engagement & Trust, the Foundation of Learning Health Systems, Deven C. McGraw, Matthew Daley, and Danielle Lavallee

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Enhanced Quality Measurement Event Detection: an Application to Physician Reporting, Suzanne Tamang, Tina Hernandez-Boussard, Elsie Gyang Ross, Manli Patel, Greg Gaskin, and Nigam Shah

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Enhancing a Geriatric Emergency Department Care Coordination Intervention Using Automated Health Information Exchange-Based Clinical Event Notifications, David L. Gutteridge MD, MPH; Nicholas Genes MD, PhD; Ula Hwang MD, MPH; Benjamin Kaplan; The GEDI WISE Investigators; and Jason Shapiro MD, MA

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Ensuring Support for Research and Quality Improvement (QI) Networks: Four Pillars of Sustainability — An Emerging Framework, Erin Holve

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Establishing an Open Source Informatics Framework to enable Observational Health Data Sciences, Frank J. DeFalco, Patrick B. Ryan PhD, and Christopher A. Knoll

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Estimating Causal Effects in Observational Studies Using Electronic Health Data: Challenges and (some) Solutions, Elizabeth A. Stuart, Eva DuGoff, Michael Abrams, David Salkever, and Donald Steinwachs

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Estimating Screening Test Utilization Using Electronic Health Records Data, Rebecca A. Hubbard, Jessica Chubak, and Carolyn M. Rutter

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Ethics Issues Arising in the Transition to Learning Health Care Systems: Results from Interviews with Leaders from 25 Health Systems, Stephanie R. Morain and Nancy E. Kass

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Evaluating the Reliability of EHR-Generated Clinical Outcomes Reports: A Case Study, Chatrian Kanger, Lisanne Brown, Snigdha Mukherjee, Haichang Xin, Mark Diana, and Anjum Khurshid

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Evaluation of a Data Validation Protocol to Use EHR Data for Improvement Purposes, AkkeNeel Talsma, Neil Kamdar, Rattima Sirichorachai, and Kai Zheng

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Evaluation of the Effectiveness of a Patient Centered Educational Mailer Designed to Improve Statin Adherence: A Pragmatic Trial, John W. Nord, Alalia Berry, Barry Stults, Zachary Burningham, Srinivasan Beddhu, and Brian C. Sauer

Expansion Research Capability to Study Comparative Effectiveness in Complex Patients, Youjie Huang

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Expectations for Patient Centered Outcomes Research: Implications of Electronic Clinical Data, Molly Coye, David Lansky, Alice B. Leiter, and Musa Mayer

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Extracting Deep Phenotypes for Chronic Kidney Disease using Electronic Health Records, Duc Thanh Anh Luong, Dinh Tran, Wilson D. Pace, Miriam Dickinson, Joseph Vassalotti, Jennifer Carroll, Matthew Withiam-Leitch, Min Yang, Nikhil Satchidanand, Elizabeth Staton, Linda S. Kahn, Varun Chandola, and Chester H. Fox

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Extracting Electronic Health Record Data in a Practice-Based Research Network: Lessons Learned from Collaborations with Translational Researchers, Allison M. Cole, Kari A. Stephens, Gina A. Keppel, Hossein Estiri, and Laura-Mae Baldwin

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Facilitating EHR-based Communication and Understanding in a Learning Healthcare System, Caryn Roth, Randi Foraker, Marcelo Lopetegui, Marjorie Kelley, and Philip Payne

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Filling the Gaps in Data and Methods for Public Health Services and Systems Research (PHSSR), Erin Holve and Glen Mays

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Framework for Deploying a Virtualized Computing Environment for Collaborative and Secure Data Analytics, Adrian Meyer, Laura Green, Ciearro Faulk, Stephen Galla, and Anne-Marie Meyer

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From Pilot to Practice - Leveraging New Infrastructure to Improve Patient Outcomes, Craig Brammer, Joe Selby, Jennifer Graff, and Lucy Savitz

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From Stars to Patients: Lessons from Space Science and Astrophysics for Health Care Informatics, S. George Djorgovski, A. A. Mahabal, D. J. Crichton, and Basit Chaudhry

Future Directions for Networks, Joe Selby, Pierre Yong, and Jamie Skipper

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Getting Answers We Can Believe In: Methodological Considerations When Using Electronic Clinical Data for Research, EDM Forum

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Governance, Clete Kushida and Xiaoqian Jiang

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Governance, Deven McGraw, Kathy Kim, and Keith Marsolo

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Governance, Andrea Paolino, Lisa Pieper, Carolina Herrera, Gerry Fairbrother, and Brian E. Dixon

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Guiding Principles for Data Architecture to Support the Pathways Community HUB Model, Bernard P. Zeigler, Sarah Redding, Brenda A. Leath, Ernest L. Carter, and Cynthia Russell

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Harnessing the Power of a Learning Health System to Change Systems of Care Delivery, Margaret J. Holm