Clinical Information and Decision Making

Natural Language Processing for Clinical Laboratory Data Repository Systems: Implementation and Evaluation for Respiratory Viruses

Elham Dolatabadi, Branson Chen, Sarah A Buchan, Alex Marchand Austin, Mahmoud Azimaee, Allison McGeer, Samira Mubareka, Jeffrey C Kwong

JMIR AI 2023 (Jun 06); 2:e44835

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Extraction of Radiological Characteristics From Free-Text Imaging Reports Using Natural Language Processing Among Patients With Ischemic and Hemorrhagic Stroke: Algorithm Development and Validation

Enshuo Hsu, Abdulaziz T Bako, Thomas Potter, Alan P Pan, Gavin W Britz, Jonika Tannous, Farhaan S Vahidy

JMIR AI 2023 (Jun 06); 2:e42884

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Decision of the Optimal Rank of a Nonnegative Matrix Factorization Model for Gene Expression Data Sets Utilizing the Unit Invariant Knee Method: Development and Evaluation of the Elbow Method for Rank Selection

Emine Guven

JMIR Bioinform Biotech 2023 (Jun 06); 4:e43665

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Decision Aids for Patients With Head and Neck Cancer: Qualitative Elicitation of Design Recommendations From Patient End Users

Eleah Stringer, Julian J Lum, Jonathan Livergant, Andre W Kushniruk

JMIR Hum Factors 2023 (Jun 05); 10:e43551

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Detecting Ground Glass Opacity Features in Patients With Lung Cancer: Automated Extraction and Longitudinal Analysis via Deep Learning–Based Natural Language Processing

Kyeryoung Lee, Zongzhi Liu, Urmila Chandran, Iftekhar Kalsekar, Balaji Laxmanan, Mitchell K Higashi, Tomi Jun, Meng Ma, Minghao Li, Yun Mai, Christopher Gilman, Tongyu Wang, Lei Ai, Parag Aggarwal, Qi Pan, William Oh, Gustavo Stolovitzky, Eric Schadt, Xiaoyan Wang

JMIR AI 2023 (Jun 01); 2:e44537

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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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Prediction of Pelvic Organ Prolapse Postsurgical Outcome Using Biomaterial-Induced Blood Cytokine Levels: Machine Learning Approach

Mihyun Lim Waugh, Nicholas Boltin, Lauren Wolf, Jane Goodwin, Patti Parker, Ronnie Horner, Matthew Hermes, Thomas Wheeler, Richard Goodwin, Melissa Moss

JMIR Perioper Med 2023 (May 31); 6:e40402

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Patient Safety of Perioperative Medication Through the Lens of Digital Health and Artificial Intelligence

Jiancheng Ye

JMIR Perioper Med 2023 (May 31); 6:e34453

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An Assessment of How Clinicians and Staff Members Use a Diabetes Artificial Intelligence Prediction Tool: Mixed Methods Study

Winston R Liaw, Yessenia Ramos Silva, Erica G Soltero, Alex Krist, Angela L Stotts

JMIR AI 2023 (May 29); 2:e45032

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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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Artificial Intelligence in Emergency Medicine: Viewpoint of Current Applications and Foreseeable Opportunities and Challenges

Gabrielle Chenais, Emmanuel Lagarde, Cédric Gil-Jardiné

J Med Internet Res 2023 (May 23); 25:e40031

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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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A Digital Solution for an Advanced Breast Tumor Board: Pilot Application Cocreation and Implementation Study

Khalil Hodroj, David Pellegrin, Cindy Menard, Thomas Bachelot, Thierry Durand, Philippe Toussaint, Armelle Dufresne, Benoite Mery, Olivier Tredan, Thibaut Goulvent, Pierre Heudel

JMIR Cancer 2023 (May 18); 9:e39072

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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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Predictive Modeling of Lapses in Care for People Living with HIV in Chicago: Algorithm Development and Interpretation

Joseph A Mason, Eleanor E Friedman, Samantha A Devlin, John A Schneider, Jessica P Ridgway

JMIR Public Health Surveill 2023 (May 17); 9:e43017

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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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Prediction of Chronic Stress and Protective Factors in Adults: Development of an Interpretable Prediction Model Based on XGBoost and SHAP Using National Cross-sectional DEGS1 Data

Arezoo Bozorgmehr, Birgitta Weltermann

JMIR AI 2023 (May 16); 2:e41868

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Provider Interaction With an Electronic Health Record Notification to Identify Eligible Patients for a Cluster Randomized Trial of Advance Care Planning in Primary Care: Secondary Analysis

Jessica E Ma, Jared Lowe, Callie Berkowitz, Azalea Kim, Ira Togo, R Clayton Musser, Jonathan Fischer, Kevin Shah, Salam Ibrahim, Hayden B Bosworth, Annette M Totten, Rowena Dolor

J Med Internet Res 2023 (May 12); 25:e41884

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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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