Clinical Informatics

Limitations of Deep Learning Attention Mechanisms in Clinical Research: Empirical Case Study Based on the Korean Diabetic Disease Setting

Junetae Kim, Sangwon Lee, Eugene Hwang, Kwang Sun Ryu, Hanseok Jeong, Jae Wook Lee, Yul Hwangbo, Kui Son Choi, Hyo Soung Cha

J Med Internet Res 2020 (Dec 16); 22(12):e18418

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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

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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

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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

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Influence of Scanner Precision and Analysis Software in Quantifying Three-Dimensional Intraoral Changes: Two-Factor Factorial Experimental Design

Saoirse O'Toole, David Bartlett, Andrew Keeling, John McBride, Eduardo Bernabe, Luuk Crins, Bas Loomans

J Med Internet Res 2020 (Nov 27); 22(11):e17150

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Predicting Unplanned Readmissions Following a Hip or Knee Arthroplasty: Retrospective Observational Study

Ramin Mohammadi, Sarthak Jain, Amir T Namin, Melissa Scholem Heller, Ramya Palacholla, Sagar Kamarthi, Byron Wallace

JMIR Med Inform 2020 (Nov 27); 8(11):e19761

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Proposal and Assessment of a De-Identification Strategy to Enhance Anonymity of the Observational Medical Outcomes Partnership Common Data Model (OMOP-CDM) in a Public Cloud-Computing Environment: Anonymization of Medical Data Using Privacy Models

Seungho Jeon, Jeongeun Seo, Sukyoung Kim, Jeongmoon Lee, Jong-Ho Kim, Jang Wook Sohn, Jongsub Moon, Hyung Joon Joo

J Med Internet Res 2020 (Nov 26); 22(11):e19597

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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

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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

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Pharmacists’ Perceptions of the Benefits and Challenges of Electronic Product Information System Implementation in Hong Kong: Mixed-Method Study

Eunice Wing To Fung, Gordon Tsz Fung Au-Yeung, Lo Mei Tsoi, Lili Qu, Tommy Kwan Wa Cheng, Donald Wing-Kit Chong, Teddy Tai Ning Lam, Yin Ting Cheung

J Med Internet Res 2020 (Nov 10); 22(11):e20765

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

Heather Leslie

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

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Clinical Context–Aware Biomedical Text Summarization Using Deep Neural Network: Model Development and Validation

Muhammad Afzal, Fakhare Alam, Khalid Mahmood Malik, Ghaus M Malik

J Med Internet Res 2020 (Oct 23); 22(10):e19810

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Assessment of Myosteatosis on Computed Tomography by Automatic Generation of a Muscle Quality Map Using a Web-Based Toolkit: Feasibility Study

Dong Wook Kim, Kyung Won Kim, Yousun Ko, Taeyong Park, Seungwoo Khang, Heeryeol Jeong, Kyoyeong Koo, Jeongjin Lee, Hong-Kyu Kim, Jiyeon Ha, Yu Sub Sung, Youngbin Shin

JMIR Med Inform 2020 (Oct 19); 8(10):e23049

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Fueling Clinical and Translational Research in Appalachia: Informatics Platform Approach

Alfred A Cecchetti, Niharika Bhardwaj, Usha Murughiyan, Gouthami Kothakapu, Uma Sundaram

JMIR Med Inform 2020 (Oct 14); 8(10):e17962

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Marrying Medical Domain Knowledge With Deep Learning on Electronic Health Records: A Deep Visual Analytics Approach

Rui Li, Changchang Yin, Samuel Yang, Buyue Qian, Ping Zhang

J Med Internet Res 2020 (Sep 28); 22(9):e20645

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Clinical Mortality in a Large COVID-19 Cohort: Observational Study

Mark Jarrett, Susanne Schultz, Julie Lyall, Jason Wang, Lori Stier, Marcella De Geronimo, Karen Nelson

J Med Internet Res 2020 (Sep 25); 22(9):e23565

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Understanding the Information Needs and Context of Trauma Handoffs to Design Automated Sensing Clinical Documentation Technologies: Qualitative Mixed-Method Study of Military and Civilian Cases

Laurie Lovett Novak, Christopher L Simpson, Joseph Coco, Candace D McNaughton, Jesse M Ehrenfeld, Sean M Bloos, Daniel Fabbri

J Med Internet Res 2020 (Sep 25); 22(9):e17978

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Web-Based Technology for Remote Viewing of Radiological Images: App Validation

Qiusha Min, Xin Wang, Bo Huang, Liangzhou Xu

J Med Internet Res 2020 (Sep 25); 22(9):e16224

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Model-Based Algorithms for Detecting Peripheral Artery Disease Using Administrative Data From an Electronic Health Record Data System: Algorithm Development Study

Elizabeth Hope Weissler, Steven J Lippmann, Michelle M Smerek, Rachael A Ward, Aman Kansal, Adam Brock, Robert C Sullivan, Chandler Long, Manesh R Patel, Melissa A Greiner, N Chantelle Hardy, Lesley H Curtis, W Schuyler Jones

JMIR Med Inform 2020 (Aug 19); 8(8):e18542

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Technological Capabilities to Assess Digital Excellence in Hospitals in High Performing Health Care Systems: International eDelphi Exercise

Marta Krasuska, Robin Williams, Aziz Sheikh, Bryony Dean Franklin, Catherine Heeney, Wendy Lane, Hajar Mozaffar, Kathy Mason, Sally Eason, Susan Hinder, Rachel Dunscombe, Henry W W Potts, Kathrin Cresswell

J Med Internet Res 2020 (Aug 18); 22(8):e17022

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