Decision Support for Health Professionals

To Refer or Not to Refer in Teledermoscopy: Retrospective Study

Esmée Tensen, Femke van Sinderen, Marcel W Bekkenk, Monique W Jaspers, Linda W Peute

JMIR Dermatol 2022 (Sep 23); 5(3):e40888

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Treatment Discontinuation Prediction in Patients With Diabetes Using a Ranking Model: Machine Learning Model Development

Hisashi Kurasawa, Kayo Waki, Akihiro Chiba, Tomohisa Seki, Katsuyoshi Hayashi, Akinori Fujino, Tsuneyuki Haga, Takashi Noguchi, Kazuhiko Ohe

JMIR Bioinform Biotech 2022 (Sep 23); 3(1):e37951

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Patient-Reported Outcome Dashboards Within the Electronic Health Record to Support Shared Decision-making: Protocol for Co-design and Clinical Evaluation With Patients With Advanced Cancer and Chronic Kidney Disease

Laura M Perry, Victoria Morken, John D Peipert, Betina Yanez, Sofia F Garcia, Cynthia Barnard, Lisa R Hirschhorn, Jeffrey A Linder, Neil Jordan, Ronald T Ackermann, Alexandra Harris, Sheetal Kircher, Nisha Mohindra, Vikram Aggarwal, Rebecca Frazier, Ava Coughlin, Katy Bedjeti, Melissa Weitzel, Eugene C Nelson, Glyn Elwyn, Aricca D Van Citters, Mary O'Connor, David Cella

JMIR Res Protoc 2022 (Sep 21); 11(9):e38461

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Medical Staff and Resident Preferences for Using Deep Learning in Eye Disease Screening: Discrete Choice Experiment

Senlin Lin, Liping Li, Haidong Zou, Yi Xu, Lina Lu

J Med Internet Res 2022 (Sep 20); 24(9):e40249

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One Clinician Is All You Need–Cardiac Magnetic Resonance Imaging Measurement Extraction: Deep Learning Algorithm Development

Pulkit Singh, Julian Haimovich, Christopher Reeder, Shaan Khurshid, Emily S Lau, Jonathan W Cunningham, Anthony Philippakis, Christopher D Anderson, Jennifer E Ho, Steven A Lubitz, Puneet Batra

JMIR Med Inform 2022 (Sep 16); 10(9):e38178

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Diagnosis of a Single-Nucleotide Variant in Whole-Exome Sequencing Data for Patients With Inherited Diseases: Machine Learning Study Using Artificial Intelligence Variant Prioritization

Yu-Shan Huang, Ching Hsu, Yu-Chang Chune, I-Cheng Liao, Hsin Wang, Yi-Lin Lin, Wuh-Liang Hwu, Ni-Chung Lee, Feipei Lai

JMIR Bioinform Biotech 2022 (Sep 15); 3(1):e37701

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Mining Severe Drug Hypersensitivity Reaction Cases in Pediatric Electronic Health Records: Methodology Development and Applications

Yuncui Yu, Qiuye Zhao, Wang Cao, Xiaochuan Wang, Yanming Li, Yuefeng Xie, Xiaoling Wang

JMIR Med Inform 2022 (Sep 13); 10(9):e37812

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Reducing Crowding in Emergency Departments With Early Prediction of Hospital Admission of Adult Patients Using Biomarkers Collected at Triage: Retrospective Cohort Study

Ann Corneille Monahan, Sue S Feldman, Tony P Fitzgerald

JMIR Bioinform Biotech 2022 (Sep 13); 3(1):e38845

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Newborn Skin Maturity Medical Device Validation for Gestational Age Prediction: Clinical Trial

Zilma Silveira Nogueira Reis, Roberta Maia de Castro Romanelli, Rodney Nascimento Guimarães, Juliano de Souza Gaspar, Gabriela Silveira Neves, Marynea Silva do Vale, Paulo de Jesus Nader, Martha David Rocha de Moura, Gabriela Luíza Nogueira Vitral, Marconi Augusto Aguiar dos Reis, Marcia Margarida Mendonça Pereira, Patrícia Franco Marques, Silvana Salgado Nader, Augusta Luize Harff, Ludmylla de Oliveira Beleza, Maria Eduarda Canellas de Castro, Rayner Guilherme Souza, Gisele Lobo Pappa, Regina Amélia Pessoa Lopes de Aguiar

J Med Internet Res 2022 (Sep 07); 24(9):e38727

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Decision Support Tools in Adult Long-term Care Facilities: Scoping Review

Linda Lapp, Kieren Egan, Lisa McCann, Moira Mackenzie, Ann Wales, Roma Maguire

J Med Internet Res 2022 (Sep 06); 24(9):e39681

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The Use of Automated Machine Translation to Translate Figurative Language in a Clinical Setting: Analysis of a Convenience Sample of Patients Drawn From a Randomized Controlled Trial

Hailee Tougas, Steven Chan, Tara Shahrvini, Alvaro Gonzalez, Ruth Chun Reyes, Michelle Burke Parish, Peter Yellowlees

JMIR Ment Health 2022 (Sep 06); 9(9):e39556

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Evaluating the Impact of a Point-of-Care Cardiometabolic Clinical Decision Support Tool on Clinical Efficiency Using Electronic Health Record Audit Log Data: Algorithm Development and Validation

Xiaowei Yan, Hannah Husby, Satish Mudiganti, Madina Gbotoe, Jake Delatorre-Reimer, Kevin Knobel, Andrew Hudnut, J B Jones

JMIR Med Inform 2022 (Sep 06); 10(9):e38385

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Identification of Preterm Labor Evaluation Visits and Extraction of Cervical Length Measures from Electronic Health Records Within a Large Integrated Health Care System: Algorithm Development and Validation

Fagen Xie, Nehaa Khadka, Michael J Fassett, Vicki Y Chiu, Chantal C Avila, Jiaxiao Shi, Meiyu Yeh, Aniket Kawatkar, Nana A Mensah, David A Sacks, Darios Getahun

JMIR Med Inform 2022 (Sep 06); 10(9):e37896

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Leveraging Representation Learning for the Construction and Application of a Knowledge Graph for Traditional Chinese Medicine: Framework Development Study

Heng Weng, Jielong Chen, Aihua Ou, Yingrong Lao

JMIR Med Inform 2022 (Sep 02); 10(9):e38414

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An Evaluation of a Web-Based Decision Aid for Treatment Planning of Small Kidney Tumors: Pilot Randomized Controlled Trial

Justin Fogarty, Mutita Siriruchatanon, Danil Makarov, Aisha Langford, Stella Kang

JMIR Res Protoc 2022 (Sep 02); 11(9):e41451

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Effect of Applying a Real-Time Medical Record Input Assistance System With Voice Artificial Intelligence on Triage Task Performance in the Emergency Department: Prospective Interventional Study

Ara Cho, In Kyung Min, Seungkyun Hong, Hyun Soo Chung, Hyun Sim Lee, Ji Hoon Kim

JMIR Med Inform 2022 (Aug 31); 10(8):e39892

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Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation

Peijin Han, Sunyang Fu, Julie Kolis, Richard Hughes, Brian R Hallstrom, Martha Carvour, Hilal Maradit-Kremers, Sunghwan Sohn, VG Vinod Vydiswaran

JMIR Med Inform 2022 (Aug 31); 10(8):e38155

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Using Artificial Intelligence as a Diagnostic Decision Support Tool in Skin Disease: Protocol for an Observational Prospective Cohort Study

Anna Escalé-Besa, Aïna Fuster-Casanovas, Alexander Börve, Oriol Yélamos, Xavier Fustà-Novell, Mireia Esquius Rafat, Francesc X Marin-Gomez, Josep Vidal-Alaball

JMIR Res Protoc 2022 (Aug 31); 11(8):e37531

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Guidelines for Artificial Intelligence in Medicine: Literature Review and Content Analysis of Frameworks

Norah L Crossnohere, Mohamed Elsaid, Jonathan Paskett, Seuli Bose-Brill, John F P Bridges

J Med Internet Res 2022 (Aug 25); 24(8):e36823

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Predicting Abnormalities in Laboratory Values of Patients in the Intensive Care Unit Using Different Deep Learning Models: Comparative Study

Ahmad Ayad, Ahmed Hallawa, Arne Peine, Lukas Martin, Lejla Begic Fazlic, Guido Dartmann, Gernot Marx, Anke Schmeink

JMIR Med Inform 2022 (Aug 24); 10(8):e37658

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