Electronic Health Records

Mining Electronic Health Records to Promote the Reach of Digital Interventions for Cancer Prevention Through Proactive Electronic Outreach: Protocol for the Mixed Methods OptiMine Study

Michael S Amato, Sherine El-Toukhy, Lorien C Abroms, Henry Goodfellow, Alex T Ramsey, Tracey Brown, Helena Jopling, Zarnie Khadjesari

JMIR Res Protoc 2020 (Dec 31); 9(12):e23669

Download Citation: END BibTex RIS

Perceived Electronic Health Record Usability as a Predictor of Task Load and Burnout Among US Physicians: Mediation Analysis

Edward R Melnick, Elizabeth Harry, Christine A Sinsky, Liselotte N Dyrbye, Hanhan Wang, Mickey Todd Trockel, Colin P West, Tait Shanafelt

J Med Internet Res 2020 (Dec 22); 22(12):e23382

Download Citation: END BibTex RIS

Model-Based Reasoning of Clinical Diagnosis in Integrative Medicine: Real-World Methodological Study of Electronic Medical Records and Natural Language Processing Methods

Wenye Geng, Xuanfeng Qin, Tao Yang, Zhilei Cong, Zhuo Wang, Qing Kong, Zihui Tang, Lin Jiang

JMIR Med Inform 2020 (Dec 21); 8(12):e23082

Download Citation: END BibTex RIS

Development of Phenotyping Algorithms for the Identification of Organ Transplant Recipients: Cohort Study

Lee Wheless, Laura Baker, LaVar Edwards, Nimay Anand, Kelly Birdwell, Allison Hanlon, Mary-Margaret Chren

JMIR Med Inform 2020 (Dec 10); 8(12):e18001

Download Citation: END BibTex RIS

Transformation of Pathology Reports Into the Common Data Model With Oncology Module: Use Case for Colon Cancer

Borim Ryu, Eunsil Yoon, Seok Kim, Sejoon Lee, Hyunyoung Baek, Soyoung Yi, Hee Young Na, Ji-Won Kim, Rong-Min Baek, Hee Hwang, Sooyoung Yoo

J Med Internet Res 2020 (Dec 09); 22(12):e18526

Download Citation: END BibTex RIS

The Generalizability of a Medication Administration Discrepancy Detection System: Quantitative Comparative Analysis

Eric Kirkendall, Hannah Huth, Benjamin Rauenbuehler, Adam Moses, Kristin Melton, Yizhao Ni

JMIR Med Inform 2020 (Dec 02); 8(12):e22031

Download Citation: END BibTex RIS

Family History Information Extraction With Neural Attention and an Enhanced Relation-Side Scheme: Algorithm Development and Validation

Hong-Jie Dai, You-Qian Lee, Chandini Nekkantti, Jitendra Jonnagaddala

JMIR Med Inform 2020 (Dec 01); 8(12):e21750

Download Citation: END BibTex RIS

The 2019 n2c2/OHNLP Track on Clinical Semantic Textual Similarity: Overview

Yanshan Wang, Sunyang Fu, Feichen Shen, Sam Henry, Ozlem Uzuner, Hongfang Liu

JMIR Med Inform 2020 (Nov 27); 8(11):e23375

Download Citation: END BibTex RIS

Identification of Semantically Similar Sentences in Clinical Notes: Iterative Intermediate Training Using Multi-Task Learning

Diwakar Mahajan, Ananya Poddar, Jennifer J Liang, Yen-Ting Lin, John M Prager, Parthasarathy Suryanarayanan, Preethi Raghavan, Ching-Huei Tsou

JMIR Med Inform 2020 (Nov 27); 8(11):e22508

Download Citation: END BibTex RIS

Temporal Design Patterns for Digital Phenotype Cohort Selection in Critical Care: Systematic Literature Assessment and Qualitative Synthesis

Daniel Capurro, Mario Barbe, Claudio Daza, Josefa Santa Maria, Javier Trincado

JMIR Med Inform 2020 (Nov 24); 8(11):e6924

Download Citation: END BibTex RIS

The Associations of Electronic Health Record Usability and User Age With Stress and Cognitive Failures Among Finnish Registered Nurses: Cross-Sectional Study

Anu-Marja Kaihlanen, Kia Gluschkoff, Hannele Hyppönen, Johanna Kaipio, Sampsa Puttonen, Tuulikki Vehko, Kaija Saranto, Liisa Karhe, Tarja Heponiemi

JMIR Med Inform 2020 (Nov 18); 8(11):e23623

Download Citation: END BibTex RIS

Economic Value of Data and Analytics for Health Care Providers: Hermeneutic Systematic Literature Review

Philip von Wedel, Christian Hagist

J Med Internet Res 2020 (Nov 18); 22(11):e23315

Download Citation: END BibTex RIS

Characterizing Chronic Pain Episodes in Clinical Text at Two Health Care Systems: Comprehensive Annotation and Corpus Analysis

Luke A Carlson, Molly M Jeffery, Sunyang Fu, Huan He, Rozalina G McCoy, Yanshan Wang, William Michael Hooten, Jennifer St Sauver, Hongfang Liu, Jungwei Fan

JMIR Med Inform 2020 (Nov 16); 8(11):e18659

Download Citation: END BibTex RIS

An Environmental Scan of Sex and Gender in Electronic Health Records: Analysis of Public Information Sources

Francis Lau, Marcy Antonio, Kelly Davison, Roz Queen, Katie Bryski

J Med Internet Res 2020 (Nov 11); 22(11):e20050

Download Citation: END BibTex RIS

Machine Learning to Predict Mortality and Critical Events in a Cohort of Patients With COVID-19 in New York City: Model Development and Validation

Akhil Vaid, Sulaiman Somani, Adam J Russak, Jessica K De Freitas, Fayzan F Chaudhry, Ishan Paranjpe, Kipp W Johnson, Samuel J Lee, Riccardo Miotto, Felix Richter, Shan Zhao, Noam D Beckmann, Nidhi Naik, Arash Kia, Prem Timsina, Anuradha Lala, Manish Paranjpe, Eddye Golden, Matteo Danieletto, Manbir Singh, Dara Meyer, Paul F O'Reilly, Laura Huckins, Patricia Kovatch, Joseph Finkelstein, Robert M. Freeman, Edgar Argulian, Andrew Kasarskis, Bethany Percha, Judith A Aberg, Emilia Bagiella, Carol R Horowitz, Barbara Murphy, Eric J Nestler, Eric E Schadt, Judy H Cho, Carlos Cordon-Cardo, Valentin Fuster, Dennis S Charney, David L Reich, Erwin P Bottinger, Matthew A Levin, Jagat Narula, Zahi A Fayad, Allan C Just, Alexander W Charney, Girish N Nadkarni, Benjamin S Glicksberg

J Med Internet Res 2020 (Nov 06); 22(11):e24018

Download Citation: END BibTex RIS

Beyond Known Barriers—Assessing Physician Perspectives and Attitudes Toward Introducing Open Health Records in Germany: Qualitative Study

Julia Müller, Charlotte Ullrich, Regina Poss-Doering

J Particip Med 2020 (Nov 06); 12(4):e19093

Download Citation: END BibTex RIS

openEHR Archetype Use and Reuse Within Multilingual Clinical Data Sets: Case Study

Heather Leslie

J Med Internet Res 2020 (Nov 02); 22(11):e23361

Download Citation: END BibTex RIS

A Simulated Graphical Interface for Integrating Patient-Generated Health Data From Smartwatches With Electronic Health Records: Usability Study

Jordan M Alpert, Naga S Prabhakar Kota, Sanjay Ranka, Tonatiuh V Mendoza, Laurence M Solberg, Parisa Rashidi, Todd M Manini

JMIR Hum Factors 2020 (Oct 30); 7(4):e19769

Download Citation: END BibTex RIS

Clinical Characteristics and Prognostic Factors for Intensive Care Unit Admission of Patients With COVID-19: Retrospective Study Using Machine Learning and Natural Language Processing

Jose Luis Izquierdo, Julio Ancochea, Savana COVID-19 Research Group, Joan B Soriano

J Med Internet Res 2020 (Oct 28); 22(10):e21801

Download Citation: END BibTex RIS

Selecting Mobile Health Technologies for Electronic Health Record Integration: Case Study

Ryan Shaw, Marissa Stroo, Christopher Fiander, Katlyn McMillan

J Med Internet Res 2020 (Oct 28); 22(10):e23314

Download Citation: END BibTex RIS