Clinical Informatics

Issue of Data Imbalance on Low Birthweight Baby Outcomes Prediction and Associated Risk Factors Identification: Establishment of Benchmarking Key Machine Learning Models With Data Rebalancing Strategies

Yang Ren, Dezhi Wu, Yan Tong, Ana López-DeFede, Sarah Gareau

J Med Internet Res 2023 (May 31); 25:e44081

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Migrating a Well-Established Longitudinal Cohort Database From Oracle SQL to Research Electronic Data Entry (REDCap): Data Management Research and Design Study

Katharina Kusejko, Daniel Smith, Alexandra Scherrer, Paolo Paioni, Malte Kohns Vasconcelos, Karoline Aebi-Popp, Roger D Kouyos, Huldrych F Günthard, Christian R Kahlert, Swiss HIV Cohort Study and the Swiss Mother and Child HIV Cohort Study

JMIR Form Res 2023 (May 31); 7:e44567

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Forecasting Artificial Intelligence Trends in Health Care: Systematic International Patent Analysis

Stan Benjamens, Pranavsingh Dhunnoo, Márton Görög, Bertalan Mesko

JMIR AI 2023 (May 26); 2:e47283

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Machine Learning and Causal Approaches to Predict Readmissions and Its Economic Consequences Among Canadian Patients With Heart Disease: Retrospective Study

Ethan Rajkumar, Kevin Nguyen, Sandra Radic, Jubelle Paa, Qiyang Geng

JMIR Form Res 2023 (May 26); 7:e41725

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Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies

Jue Hou, Rachel Zhao, Jessica Gronsbell, Yucong Lin, Clara-Lea Bonzel, Qingyi Zeng, Sinian Zhang, Brett K Beaulieu-Jones, Griffin M Weber, Thomas Jemielita, Shuyan Sabrina Wan, Chuan Hong, Tianrun Cai, Jun Wen, Vidul Ayakulangara Panickan, Kai-Li Liaw, Katherine Liao, Tianxi Cai

J Med Internet Res 2023 (May 25); 25:e45662

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Low Adoption of Video Consultations in Post–COVID-19 General Practice in Northern Europe: Barriers to Use and Potential Action Points

Elisabeth Assing Hvidt, Helen Atherton, Jelle Keuper, Eli Kristiansen, Elle Christine Lüchau, Børge Lønnebakke Norberg, Jost Steinhäuser, Johannes van den Heuvel, Lilian van Tuyl

J Med Internet Res 2023 (May 22); 25:e47173

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Using a Clinical Data Warehouse to Calculate and Present Key Metrics for the Radiology Department: Implementation and Performance Evaluation

Leon Liman, Bernd May, Georg Fette, Jonathan Krebs, Frank Puppe

JMIR Med Inform 2023 (May 22); 11:e41808

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Comprehensive Acute Kidney Injury Survivor Care: Protocol for the Randomized Acute Kidney Injury in Care Transitions Pilot Trial

Heather P May, Joan M Griffin, Joseph R Herges, Kianoush B Kashani, Andrea G Kattah, Kristin C Mara, Rozalina G McCoy, Andrew D Rule, Angeliki G Tinaglia, Erin F Barreto

JMIR Res Protoc 2023 (May 22); 12:e48109

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Eliciting Insights From Chat Logs of the 25X5 Symposium to Reduce Documentation Burden: Novel Application of Topic Modeling

Amanda J Moy, Jennifer Withall, Mollie Hobensack, Rachel Yeji Lee, Deborah R Levy, Sarah C Rossetti, S Trent Rosenbloom, Kevin Johnson, Kenrick Cato

J Med Internet Res 2023 (May 17); 25:e45645

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Factors Influencing Admission Decisions in Skilled Nursing Facilities: Retrospective Quantitative Study

Caroline Strickland, Nancy Chi, Laura Ditz, Luisa Gomez, Brittin Wagner, Stanley Wang, Daniel J Lizotte

J Med Internet Res 2023 (May 17); 25:e43518

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Continuous Data-Driven Monitoring in Critical Congenital Heart Disease: Clinical Deterioration Model Development

Ruben S Zoodsma, Rian Bosch, Thomas Alderliesten, Casper W Bollen, Teus H Kappen, Erik Koomen, Arno Siebes, Joppe Nijman

JMIR Cardio 2023 (May 16); 7:e45190

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An Electronic Dashboard to Improve Dosing of Hydroxychloroquine Within the Veterans Health Care System: Time Series Analysis

Anna Montgomery, Gary Tarasovsky, Zara Izadi, Stephen Shiboski, Mary A Whooley, Jo Dana, Iziegbe Ehiorobo, Jennifer Barton, Lori Bennett, Lorinda Chung, Kimberly Reiter, Elizabeth Wahl, Meera Subash, Gabriela Schmajuk

JMIR Med Inform 2023 (May 12); 11:e44455

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iCHECK-DH: Guidelines and Checklist for the Reporting on Digital Health Implementations

Caroline Perrin Franck, Awa Babington-Ashaye, Damien Dietrich, Georges Bediang, Philippe Veltsos, Pramendra Prasad Gupta, Claudia Juech, Rigveda Kadam, Maxime Collin, Lucy Setian, Jordi Serrano Pons, S Yunkap Kwankam, Béatrice Garrette, Solenne Barbe, Cheick Oumar Bagayoko, Garrett Mehl, Christian Lovis, Antoine Geissbuhler

J Med Internet Res 2023 (May 10); 25:e46694

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Chinese Clinical Named Entity Recognition From Electronic Medical Records Based on Multisemantic Features by Using Robustly Optimized Bidirectional Encoder Representation From Transformers Pretraining Approach Whole Word Masking and Convolutional Neural Networks: Model Development and Validation

Weijie Wang, Xiaoying Li, Huiling Ren, Dongping Gao, An Fang

JMIR Med Inform 2023 (May 10); 11:e44597

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Traumatic Brain Injury Intensive Evaluation and Treatment Program: Protocol for a Partnered Evaluation Initiative Mixed Methods Study

Jolie N Haun, Risa Nakase-Richardson, Christine Melillo, Jacob Kean, Rachel C Benzinger, Tali Schneider, Mary Jo V Pugh

JMIR Res Protoc 2023 (May 09); 12:e44776

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Effectiveness of a Mobile App (PIMPmyHospital) in Reducing Therapeutic Turnaround Times in an Emergency Department: Protocol for a Pre- and Posttest Study

Frederic Ehrler, Carlotta Tuor, Robin Rey, Rémy Trompier, Antoine Berger, Michael Ramusi, Delphine S Courvoisier, Johan N Siebert

JMIR Res Protoc 2023 (May 03); 12:e43695

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The Gap Between AI and Bedside: Participatory Workshop on the Barriers to the Integration, Translation, and Adoption of Digital Health Care and AI Startup Technology Into Clinical Practice

Iredia M Olaye, Azizi A Seixas

J Med Internet Res 2023 (May 02); 25:e32962

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Toward Enhanced Clinical Decision Support for Patients Undergoing a Hip or Knee Replacement: Focus Group and Interview Study With Surgeons

Sabrina Grant, Emma Tonkin, Ian Craddock, Ashley Blom, Michael Holmes, Andrew Judge, Alessandro Masullo, Miquel Perello Nieto, Hao Song, Michael Whitehouse, Peter Flach, Rachael Gooberman-Hill

JMIR Perioper Med 2023 (Apr 24); 6:e36172

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The Impact of Digital Transformation on Inpatient Care: Mixed Methods Study

Philipp Koebe, Sabine Bohnet-Joschko

JMIR Public Health Surveill 2023 (Apr 21); 9:e40622

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Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults

Majid Afshar, Sabrina Adelaine, Felice Resnik, Marlon P Mundt, John Long, Margaret Leaf, Theodore Ampian, Graham J Wills, Benjamin Schnapp, Michael Chao, Randy Brown, Cara Joyce, Brihat Sharma, Dmitriy Dligach, Elizabeth S Burnside, Jane Mahoney, Matthew M Churpek, Brian W Patterson, Frank Liao

JMIR Med Inform 2023 (Apr 20); 11:e44977

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