General Themes

Model / Framework

• 

  Guiding Principles for Data Architecture to Support the Pathways Community HUB Model

  Bernard P. Zeigler,  Sarah Redding,  Brenda A. Leath,  Ernest L. Carter,  Cynthia Russell

  • PDF (EN)

  29 Jan 2016

  4(1):1
• 

  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,  Bin Xie

  • PDF (EN)

  07 Mar 2016

  4(1):3
• 

  A New Framework and Prototype Solution for Clinical Decision Support and Research in Genomics and Other Data-intensive Fields of Medicine

  James Evans,  Kirk Wilhelmsen,  Jonathan Berg,  Charles Schmitt,  Ashok Krishnamurthy,  Karamarie Fecho,  Stanley Ahalt

  • PDF (EN)

  19 Apr 2016

  4(1):6
• 

  A General Framework for Considering Selection Bias in EHR-Based Studies: What Data are Observed and Why?

  Sebastien Haneuse,  Michael Daniels

  • PDF (EN)

  31 Aug 2016

  4(1):16
• 

  A Harmonized Data Quality Assessment Terminology and Framework for the Secondary Use of Electronic Health Record Data

  Michael G. Kahn,  Tiffany J. Callahan,  Juliana Barnard,  Alan E. Bauck,  Jeff Brown,  Bruce N. Davidson,  Hossein Estiri,  Carsten Goerg,  Erin Holve,  Steven G. Johnson,  Siaw-Teng Liaw,  Marianne Hamilton-Lopez,  Daniella Meeker,  Toan C. Ong,  Patrick Ryan,  Ning Shang,  Nicole G. Weiskopf,  Chunhua Weng,  Meredith N. Zozus,  Lisa Schilling

  • PDF (EN)

  11 Sep 2016

  4(1):18
• 

  Comparative Effectiveness Research Using Observational Data: Active Comparators to Emulate Target Trials with Inactive Comparators

  Anders Huitfeldt,  Miguel A. Hernan,  Mette Kalager,  James M. Robins

  • PDF (EN)

  14 Oct 2016

  4(1):20
• 

  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,  Lorna E. Thorpe

  • PDF (EN)

  15 Dec 2016

  4(1):26

Comparative case study

• 

  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,  Miriam Sturkenboom

  • PDF (EN)

  02 Aug 2016

  4(1):2

Case study

• 

  Observational Studies of Drug Safety in Multi-Database Studies: Methodological Challenges and Opportunities

  Robert W. Platt,  Colin Dormuth,  Dan Chateau,  Kristian Filion

  • PDF (EN)

  18 May 2016

  4(1):9
• 

  Performance of an NLP Tool to extract PFT reports from Structured and Semi-Structured VA data

  Brian C. Sauer,  Barbara E. Jones,  Gary Globe,  Jianwei Leng,  Chao-Chin Lu,  Tao He,  Chia-Chen Teng,  Patrick Sullivan,  Qing Zeng

  • PDF (EN)

  01 Jun 2016

  4(1):10
• 

  Using a Data Quality Framework to Clean Data Extracted from the Electronic Health Record: A Case Study.

  Oliwier Dziadkowiec,  Tiffany Callahan,  Mustafa Ozkaynak,  Blaine Reeder,  John Welton

  • PDF (EN)

  24 Jun 2016

  4(1):11
• 

  Collecting, Integrating, and Disseminating Patient-Reported Outcomes for Research in a Learning Healthcare System

  Christopher A. Harle,  Gloria Lipori,  Robert W. Hurley

  • PDF (EN)

  07 Jul 2016

  4(1):13
• 

  Preparing Nursing Home Data from Multiple Sites for Clinical Research – A Case Study Using Observational Health Data Sciences and Informatics

  Richard D. Boyce,  Steven M. Handler,  Jordan F. Karp,  Subashan Perera,  Charles F. Reynolds, III

  • PDF (EN)

  26 Oct 2016

  4(1):21
• 

  Title: Development and Refinement of a Learning Health Systems Training Program

  Nicholas G. Wysham,  Lynn Howie,  Krish Patel,  C. Blake Cameron,  Gregory P. Samsa,  Laura Roe,  Amy P. Abernethy,  Aimee Zaas

  • PDF (EN)

  16 Nov 2016

  4(1):23
• 

  Leveraging a Statewide Clinical Data Warehouse to Expand Boundaries of the Learning Health System

  Christine B. Turley

  • PDF (EN)

  06 Dec 2016

  4(1):25

Commentary / Editorial

• 

  Open Science and eGEMs: Our Role in Supporting a Culture of Collaboration in Learning Health Systems

  Erin Holve

  • PDF (EN)

  27 Jun 2016

  4(1):12

Empirical research

• 

  Preparing for the ICD-10-CM Transition: Automated Methods for Translating ICD Codes in Clinical Phenotype Definitions

  Kin Wah Fung,  Rachel Richesson,  Michelle Smerek,  Katherine C. Pereira,  Beverly B. Green,  Ashwin Patkar,  Megan Clowse,  Alan Bauck,  Olivier Bodenreider

  • PDF (EN)

  12 Apr 2016

  4(1):4
• 

  Developing an Algorithm to Identify History of Cancer Using Electronic Medical Records

  Christina L. Clarke,  Heather S. Feigelson

  • PDF (EN)

  13 Apr 2016

  4(1):5
• 

  User-composable Electronic Health Record Improves Efficiency of Clinician Data Viewing for Patient Case Appraisal: A Mixed-Methods Study

  Yalini Senathirajah,  David R. Kaufman,  Suzanne R. Bakken

  • PDF (EN)

  02 May 2016

  4(1):7
• 

  Appreciating the Nuance of Daily Symptom Variation to Individualize Patient Care

  Jeremy Adler,  Shehzad A. Saeed,  Ian S. Eslick,  Lloyd Provost,  Peter A. Margolis,  Heather C. Kaplan

  • PDF (EN)

  04 May 2016

  4(1):8
• 

  Applying Sequential Analytic Methods to Self-Reported Information to Anticipate Care Needs

  Elizabeth A. Bayliss,  J. David Powers,  Jennifer L. Ellis,  Jennifer Barrow,  Mary Jo Strobel,  Arne Beck

  • PDF (EN)

  12 Jul 2016

  4(1):14
• 

  An Automated Method for Identifying Individuals with a Lung Nodule Can Be Feasibly Implemented Across Health Systems

  Farhood Farjah,  Scott Halgrim,  Diana S.M. Buist,  Michael K. Gould,  Steven B. Zeliadt,  Elizabeth T. Loggers,  David S. Carrell

  • PDF (EN)

  26 Aug 2016

  4(1):15
• 

  A Validation Study of Administrative Claims Data to Measure Ovarian Cancer Recurrence and Secondary Debulking Surgery

  Jennifer Livaudais-Toman,  Natalia Egorova,  Rebeca Franco,  Monica Prasad-Hayes,  Elizabeth A. Howell,  Juan Wisnivesky,  Nina A. Bickell

  • PDF (EN)

  01 Nov 2016

  4(1):22
• 

  Multisite Evaluation of a Data Quality Tool for Patient-Level Clinical Datasets

  Vojtech Huser,  Frank J. DeFalco,  Martijn Schuemie,  Patrick B. Ryan,  Ning Shang,  Mark Velez,  Rae Woong Park,  Richard D. Boyce,  Jon Duke,  Ritu Khare,  Levon Utidjian,  Charles Bailey

  • PDF (EN)

  30 Nov 2016

  4(1):24
• 

  Can Electronic Health Records Be Used for Population Health Surveillance? Validating Population Health Metrics Against Established Survey Data

  Katharine H. McVeigh,  Remle Newton-Dame,  Pui Ying Chan,  Lorna E. Thorpe,  Lauren Schreibstein,  Kathleen S. Tatem,  Claudia Chernov,  Elizabeth Lurie-Moroni,  Sharon E. Perlman

  • PDF (EN)

  15 Dec 2016

  4(1):27
• 

  Monitoring Prevalence, Treatment, and Control Of Metabolic Conditions In New York City Adults Using 2013 Primary Care Electronic Health Records: A Surveillance Validation Study

  Lorna E. Thorpe,  Katharine H. McVeigh,  Sharon Perlman,  Pui Ying Chan,  Katherine Bartley,  Lauren Schreibstein,  Jesica Rodriguez-Lopez,  Remle Newton-Dame

  • PDF (EN)

  15 Dec 2016

  4(1):28
• 

  Physician Service Attribution Methods for Examining Provision of Low-Value Care

  Eva Chang,  Diana SM Buist,  Matthew Handley,  Roy Pardee,  Gabrielle Gundersen,  Robert J. Reid

  • PDF (EN)

  13 Jan 2017

  4(1):29
• 

  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,  Brian C. Sauer

  • PDF (EN)

  13 Jan 2017

  4(1):30
• 

  Patient Portal as a Tool for Enhancing Patient Experience and Improving Quality of Care in Primary Care Practices

  Barbara Sorondo,  Amy Allen,  Samreen Fathima,  Janet Bayleran,  Iyad Sabbagh

  • PDF (EN)

  26 Jan 2017

  4(1):31
• 

  Calculating Power by Bootstrap, with an Application to Cluster-randomized Trials

  Ken Kleinman,  Susan S. Huang

  • PDF (EN)

  09 Feb 2017

  4(1):32

Review

• 

  A Synthesis of Current Surveillance Planning Methods for the Sequential Monitoring of Drug and Vaccine Adverse Effects Using Electronic Health Care Data

  Jennifer C. Nelson,  Robert Wellman,  Onchee Yu,  Andrea J. Cook,  Judith C. Maro,  Rita Ouellet-Hellstrom,  Denise Boudreau,  James S. Floyd,  Susan R. Heckbert,  Simone Pinheiro,  Marsha Reichman,  Azadeh Shoaibi

  • PDF (EN)

  06 Sep 2016

  4(1):17
• 

  The Multi-Morbidity Index: A Tool for Assessing the Prognosis of Patients from History of Illness

  Farrokh Alemi,  Cari R. Levy,  Raya E. Kheirbek

  • PDF (EN)

  13 Oct 2016

  4(1):19