Clinical Informatics

Cross-Platform Detection of Psychiatric Hospitalization via Social Media Data: Comparison Study

Viet Cuong Nguyen, Nathaniel Lu, John M Kane, Michael L Birnbaum, Munmun De Choudhury

JMIR Ment Health 2022 (Dec 30); 9(12):e39747

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Patients Managing Their Medical Data in Personal Electronic Health Records: Scoping Review

Debby J Damen, Guus G Schoonman, Barbara Maat, Mirela Habibović, Emiel Krahmer, Steffen Pauws

J Med Internet Res 2022 (Dec 27); 24(12):e37783

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Understanding Emergency Room Visits for Nontraumatic Oral Health Conditions in a Hospital Serving Rural Appalachia: Dental Informatics Study

Raj K Khanna, Alfred A Cecchetti, Niharika Bhardwaj, Bobbi Steele Muto, Usha Murughiyan

JMIR Form Res 2022 (Dec 23); 6(12):e31433

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Clinical Source Data Production and Quality Control in Real-world Studies: Proposal for Development of the eSource Record System

Bin Wang, Junkai Lai, Feifei Jin, Xiwen Liao, Huan Zhu, Chen Yao

JMIR Res Protoc 2022 (Dec 23); 11(12):e42754

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Patient-Centered Digital Health Records and Their Effects on Health Outcomes: Systematic Review

Martijn R Brands, Samantha C Gouw, Molly Beestrum, Robert M Cronin, Karin Fijnvandraat, Sherif M Badawy

J Med Internet Res 2022 (Dec 22); 24(12):e43086

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Natural Language Processing and Graph Theory: Making Sense of Imaging Records in a Novel Representation Frame

Laurent Binsfeld Gonçalves, Ivan Nesic, Marko Obradovic, Bram Stieltjes, Thomas Weikert, Jens Bremerich

JMIR Med Inform 2022 (Dec 21); 10(12):e40534

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Telehealth System Based on the Ontology Design of a Diabetes Management Pathway Model in China: Development and Usability Study

ZhiYuan Fan, LiYuan Cui, Ying Ye, ShouCheng Li, Ning Deng

JMIR Med Inform 2022 (Dec 19); 10(12):e42664

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Construction of Cohorts of Similar Patients From Automatic Extraction of Medical Concepts: Phenotype Extraction Study

Christel Gérardin, Arthur Mageau, Arsène Mékinian, Xavier Tannier, Fabrice Carrat

JMIR Med Inform 2022 (Dec 19); 10(12):e42379

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Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study

Lara J Kanbar, Benjamin Wissel, Yizhao Ni, Nathan Pajor, Tracy Glauser, John Pestian, Judith W Dexheimer

JMIR Med Inform 2022 (Dec 16); 10(12):e37833

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Electronic Source Data Transcription for Electronic Case Report Forms in China: Validation of the Electronic Source Record Tool in a Real-world Ophthalmology Study

Bin Wang, Junkai Lai, Mimi Liu, Feifei Jin, Yifei Peng, Chen Yao

JMIR Form Res 2022 (Dec 16); 6(12):e43229

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State-of-the-Art Evidence Retriever for Precision Medicine: Algorithm Development and Validation

Qiao Jin, Chuanqi Tan, Mosha Chen, Ming Yan, Ningyu Zhang, Songfang Huang, Xiaozhong Liu

JMIR Med Inform 2022 (Dec 15); 10(12):e40743

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Model for Predicting In-Hospital Mortality of Physical Trauma Patients Using Artificial Intelligence Techniques: Nationwide Population-Based Study in Korea

Seungseok Lee, Wu Seong Kang, Sanghyun Seo, Do Wan Kim, Hoon Ko, Joongsuck Kim, Seonghwa Lee, Jinseok Lee

J Med Internet Res 2022 (Dec 13); 24(12):e43757

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Pan-Canadian Electronic Medical Record Diagnostic and Unstructured Text Data for Capturing PTSD: Retrospective Observational Study

Leanne Kosowan, Alexander Singer, Farhana Zulkernine, Hasan Zafari, Marcello Nesca, Dhasni Muthumuni

JMIR Med Inform 2022 (Dec 13); 10(12):e41312

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Contemporary Databases in Real-world Studies Regarding the Diverse Health Care Systems of India, Thailand, and Taiwan: Protocol for a Scoping Review

Wen-Yi Shau, Sajita Setia, Salil Prakash Shinde, Handoko Santoso, Daniel Furtner

JMIR Res Protoc 2022 (Dec 13); 11(12):e43741

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A Machine Learning-Based Approach to Predict Prognosis and Length of Hospital Stay in Adults and Children With Traumatic Brain Injury: Retrospective Cohort Study

Cheng Fang, Yifeng Pan, Luotong Zhao, Zhaoyi Niu, Qingguo Guo, Bing Zhao

J Med Internet Res 2022 (Dec 09); 24(12):e41819

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An Accessible Clinical Decision Support System to Curtail Anesthetic Greenhouse Gases in a Large Health Network: Implementation Study

Priya Ramaswamy, Aalap Shah, Rishi Kothari, Nina Schloemerkemper, Emily Methangkool, Amalia Aleck, Anne Shapiro, Rakhi Dayal, Charlotte Young, Jon Spinner, Carly Deibler, Kaiyi Wang, David Robinowitz, Seema Gandhi

JMIR Perioper Med 2022 (Dec 08); 5(1):e40831

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A Framework for Modeling and Interpreting Patient Subgroups Applied to Hospital Readmission: Visual Analytical Approach

Suresh K Bhavnani, Weibin Zhang, Shyam Visweswaran, Mukaila Raji, Yong-Fang Kuo

JMIR Med Inform 2022 (Dec 07); 10(12):e37239

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Levels of Autonomous Radiology

Suraj Ghuwalewala, Viraj Kulkarni, Richa Pant, Amit Kharat

Interact J Med Res 2022 (Dec 07); 11(2):e38655

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Code-Switching Automatic Speech Recognition for Nursing Record Documentation: System Development and Evaluation

Shih-Yen Hou, Ya-Lun Wu, Kai-Ching Chen, Ting-An Chang, Yi-Min Hsu, Su-Jung Chuang, Ying Chang, Kai-Cheng Hsu

JMIR Nursing 2022 (Dec 07); 5(1):e37562

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Assessment of Clinical Information Quality in Digital Health Technologies: International eDelphi Study

Kayode Philip Fadahunsi, Petra A Wark, Nikolaos Mastellos, Ana Luisa Neves, Joseph Gallagher, Azeem Majeed, Andrew Webster, Anthony Smith, Brian Choo-Kang, Catherine Leon, Christopher Edwards, Conor O'Shea, Elizabeth Heitz, Olamide Valentine Kayode, Makeba Nash, Martin Kowalski, Mateen Jiwani, Michael Edmund O'Callaghan, Nabil Zary, Nicola Henderson, Niels H Chavannes, Rok Čivljak, Olubunmi Abiola Olubiyi, Piyush Mahapatra, Rishi Nannan Panday, Sunday O Oriji, Tatiana Erlikh Fox, Victoria Faint, Josip Car

J Med Internet Res 2022 (Dec 06); 24(12):e41889

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