Methods and Instruments in Medical Informatics

Task-Specific Transformer-Based Language Models in Health Care: Scoping Review

Ha Na Cho, Tae Joon Jun, Young-Hak Kim, Heejun Kang, Imjin Ahn, Hansle Gwon, Yunha Kim, Jiahn Seo, Heejung Choi, Minkyoung Kim, Jiye Han, Gaeun Kee, Seohyun Park, Soyoung Ko

JMIR Med Inform 2024 (Nov 18); 12:e49724

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Visual Modeling Languages in Patient Pathways: Scoping Review

Binyam Bogale, Märt Vesinurm, Paul Lillrank, Elisabeth Gulowsen Celius, Ragnhild Halvorsrud

Interact J Med Res 2024 (Nov 15); 13:e55865

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Definitions and Characteristics of Patient Digital Twins Being Developed for Clinical Use: Scoping Review

David Drummond, Apolline Gonsard

J Med Internet Res 2024 (Nov 13); 26:e58504

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Influence of Blood Sampling Service Process Reengineering on Medical Services Supply: Quasi-Experimental Study

Wenmin Liao, Rong He, Zhonglian He, Nan Shi, Dan Li, Aihua Zhuang, Feng Gan, Ying Sun, Chaofeng Li

J Med Internet Res 2024 (Nov 12); 26:e51412

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Enhancing Clinical History Taking Through the Implementation of a Streamlined Electronic Questionnaire System at a Pediatric Headache Clinic: Development and Evaluation Study

Jaeso Cho, Ji Yeon Han, Anna Cho, Sooyoung Yoo, Ho-Young Lee, Hunmin Kim

JMIR Med Inform 2024 (Nov 08); 12:e54415

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Evaluating the Sensitivity of Wearable Devices in Posttranscatheter Aortic Valve Implantation Functional Assessment

Jinghui An, Fengwu Shi, Huajun Wang, Hang Zhang, Su Liu

JMIR Mhealth Uhealth 2024 (Nov 08); 12:e65277

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Multifactor Quality and Safety Analysis of Semaglutide Products Sold by Online Sellers Without a Prescription: Market Surveillance, Content Analysis, and Product Purchase Evaluation Study

Amir Reza Ashraf, Tim Ken Mackey, Róbert György Vida, Győző Kulcsár, János Schmidt, Orsolya Balázs, Bálint Márk Domián, Jiawei Li, Ibolya Csákó, András Fittler

J Med Internet Res 2024 (Nov 07); 26:e65440

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Electronic Health Record Data Quality and Performance Assessments: Scoping Review

Yordan P Penev, Timothy R Buchanan, Matthew M Ruppert, Michelle Liu, Ramin Shekouhi, Ziyuan Guan, Jeremy Balch, Tezcan Ozrazgat-Baslanti, Benjamin Shickel, Tyler J Loftus, Azra Bihorac

JMIR Med Inform 2024 (Nov 06); 12:e58130

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Leveraging Artificial Intelligence and Data Science for Integration of Social Determinants of Health in Emergency Medicine: Scoping Review

Ethan E Abbott, Donald Apakama, Lynne D Richardson, Lili Chan, Girish N Nadkarni

JMIR Med Inform 2024 (Oct 30); 12:e57124

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Multifaceted Natural Language Processing Task–Based Evaluation of Bidirectional Encoder Representations From Transformers Models for Bilingual (Korean and English) Clinical Notes: Algorithm Development and Validation

Kyungmo Kim, Seongkeun Park, Jeongwon Min, Sumin Park, Ju Yeon Kim, Jinsu Eun, Kyuha Jung, Yoobin Elyson Park, Esther Kim, Eun Young Lee, Joonhwan Lee, Jinwook Choi

JMIR Med Inform 2024 (Oct 30); 12:e52897

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The Impact of International Classification of Disease–Triggered Prescription Support on Telemedicine: Observational Analysis of Efficiency and Guideline Adherence

Tarso Augusto Duenhas Accorsi, Anderson Aires Eduardo, Carlos Guilherme Baptista, Flavio Tocci Moreira, Renata Albaladejo Morbeck, Karen Francine Köhler, Karine de Amicis Lima, Carlos Henrique Sartorato Pedrotti

JMIR Med Inform 2024 (Oct 25); 12:e56681

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Enhancing Suicide Risk Prediction With Polygenic Scores in Psychiatric Emergency Settings: Prospective Study

Younga Heather Lee, Yingzhe Zhang, Chris J Kennedy, Travis T Mallard, Zhaowen Liu, Phuong Linh Vu, Yen-Chen Anne Feng, Tian Ge, Maria V Petukhova, Ronald C Kessler, Matthew K Nock, Jordan W Smoller

JMIR Bioinform Biotech 2024 (Oct 23); 5:e58357

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Accelerating Evidence Synthesis in Observational Studies: Development of a Living Natural Language Processing–Assisted Intelligent Systematic Literature Review System

Frank J Manion, Jingcheng Du, Dong Wang, Long He, Bin Lin, Jingqi Wang, Siwei Wang, David Eckels, Jan Cervenka, Peter C Fiduccia, Nicole Cossrow, Lixia Yao

JMIR Med Inform 2024 (Oct 23); 12:e54653

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Application of Spatial Analysis on Electronic Health Records to Characterize Patient Phenotypes: Systematic Review

Abolfazl Mollalo, Bashir Hamidi, Leslie A Lenert, Alexander V Alekseyenko

JMIR Med Inform 2024 (Oct 15); 12:e56343

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Bridging Data Models in Health Care With a Novel Intermediate Query Format for Feasibility Queries: Mixed Methods Study

Lorenz Rosenau, Julian Gruendner, Alexander Kiel, Thomas Köhler, Bastian Schaffer, Raphael W Majeed

JMIR Med Inform 2024 (Oct 14); 12:e58541

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Application of Information Link Control in Surgical Specimen Near-Miss Events in a South China Hospital: Nonrandomized Controlled Study

Tingting Chen, Xiaofen Tang, Min Xu, Yue Jiang, Fengyan Zheng

JMIR Med Inform 2024 (Oct 14); 12:e52722

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Automated System to Capture Patient Symptoms From Multitype Japanese Clinical Texts: Retrospective Study

Tomohiro Nishiyama, Ayane Yamaguchi, Peitao Han, Lis Weiji Kanashiro Pereira, Yuka Otsuki, Gabriel Herman Bernardim Andrade, Noriko Kudo, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki, Masahiro Takada, Masakazu Toi

JMIR Med Inform 2024 (Sep 24); 12:e58977

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Usability Evaluation Methods Used in Electronic Discharge Summaries: Literature Review

Wubshet Tesfaye, Margaret Jordan, Timothy F Chen, Ronald Lynel Castelino, Kamal Sud, Racha Dabliz, Parisa Aslani

J Med Internet Res 2024 (Sep 12); 26:e55247

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Effective Privacy Protection Strategies for Pregnancy and Gestation Information From Electronic Medical Records: Retrospective Study in a National Health Care Data Network in China

Chao Liu, Yuanshi Jiao, Licong Su, Wenna Liu, Haiping Zhang, Sheng Nie, Mengchun Gong

J Med Internet Res 2024 (Aug 20); 26:e46455

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Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer–Based Investigation

Fatemeh Shah-Mohammadi, Joseph Finkelstein

JMIR Med Inform 2024 (Aug 19); 12:e56243

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