Vol 10, No 8 (2022): August

Harnessing the Electronic Health Care Record to Optimize Patient Safety in Primary Care: Framework for Evaluating e–Safety-Netting Tools

Georgia Bell Black, Afsana Bhuiya, Claire Friedemann Smith, Yasemin Hirst, Brian David Nicholson

JMIR Med Inform 2022 (Aug 01); 10(8):e35726

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Evaluation of the Clinical, Technical, and Financial Aspects of Cost-Effectiveness Analysis of Artificial Intelligence in Medicine: Scoping Review and Framework of Analysis

Jesus Gomez Rossi, Ben Feldberg, Joachim Krois, Falk Schwendicke

JMIR Med Inform 2022 (Aug 12); 10(8):e33703

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Interactive Medical Image Labeling Tool to Construct a Robust Convolutional Neural Network Training Data Set: Development and Validation Study

David Reifs, Ramon Reig-Bolaño, Marta Casals, Sergi Grau-Carrion

JMIR Med Inform 2022 (Aug 22); 10(8):e37284

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Uncertainty Estimation in Medical Image Classification: Systematic Review

Alexander Kurz, Katja Hauser, Hendrik Alexander Mehrtens, Eva Krieghoff-Henning, Achim Hekler, Jakob Nikolas Kather, Stefan Fröhling, Christof von Kalle, Titus Josef Brinker

JMIR Med Inform 2022 (Aug 02); 10(8):e36427

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State-of-the-Art Deep Learning Methods on Electrocardiogram Data: Systematic Review

Georgios Petmezas, Leandros Stefanopoulos, Vassilis Kilintzis, Andreas Tzavelis, John A Rogers, Aggelos K Katsaggelos, Nicos Maglaveras

JMIR Med Inform 2022 (Aug 15); 10(8):e38454

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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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A Syntactic Information–Based Classification Model for Medical Literature: Algorithm Development and Validation Study

Wentai Tang, Jian Wang, Hongfei Lin, Di Zhao, Bo Xu, Yijia Zhang, Zhihao Yang

JMIR Med Inform 2022 (Aug 02); 10(8):e37817

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Emotion-Based Reinforcement Attention Network for Depression Detection on Social Media: Algorithm Development and Validation

Bin Cui, Jian Wang, Hongfei Lin, Yijia Zhang, Liang Yang, Bo Xu

JMIR Med Inform 2022 (Aug 09); 10(8):e37818

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Identifying Patients Who Meet Criteria for Genetic Testing of Hereditary Cancers Based on Structured and Unstructured Family Health History Data in the Electronic Health Record: Natural Language Processing Approach

Jianlin Shi, Keaton L Morgan, Richard L Bradshaw, Se-Hee Jung, Wendy Kohlmann, Kimberly A Kaphingst, Kensaku Kawamoto, Guilherme Del Fiol

JMIR Med Inform 2022 (Aug 11); 10(8):e37842

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Exploiting Intersentence Information for Better Question-Driven Abstractive Summarization: Algorithm Development and Validation

Xin Wang, Jian Wang, Bo Xu, Hongfei Lin, Bo Zhang, Zhihao Yang

JMIR Med Inform 2022 (Aug 15); 10(8):e38052

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Synergy Between Public and Private Health Care Organizations During COVID-19 on Twitter: Sentiment and Engagement Analysis Using Forecasting Models

Aditya Singhal, Manmeet Kaur Baxi, Vijay Mago

JMIR Med Inform 2022 (Aug 18); 10(8):e37829

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Twenty Years of the Health Insurance Portability and Accountability Act Safe Harbor Provision: Unsolved Challenges and Ways Forward

Brittany Krzyzanowski, Steven M Manson

JMIR Med Inform 2022 (Aug 03); 10(8):e37756

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Tempering Expectations on the Medical Artificial Intelligence Revolution: The Medical Trainee Viewpoint

Zoe Hu, Ricky Hu, Olivia Yau, Minnie Teng, Patrick Wang, Grace Hu, Rohit Singla

JMIR Med Inform 2022 (Aug 15); 10(8):e34304

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Correction: The Science of Learning Health Systems: Scoping Review of Empirical Research

Louise A Ellis, Mitchell Sarkies, Kate Churruca, Genevieve Dammery, Isabelle Meulenbroeks, Carolynn L Smith, Chiara Pomare, Zeyad Mahmoud, Yvonne Zurynski, Jeffrey Braithwaite

JMIR Med Inform 2022 (Aug 04); 10(8):e41424

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Application of Artificial Intelligence in Shared Decision Making: Scoping Review

Samira Abbasgholizadeh Rahimi, Michelle Cwintal, Yuhui Huang, Pooria Ghadiri, Roland Grad, Dan Poenaru, Genevieve Gore, Hervé Tchala Vignon Zomahoun, France Légaré, Pierre Pluye

JMIR Med Inform 2022 (Aug 09); 10(8):e36199

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Addendum: Building a Shared, Scalable, and Sustainable Source for the Problem-Oriented Medical Record: Developmental Study

Christophe Gaudet-Blavignac, Andrea Rudaz, Christian Lovis

JMIR Med Inform 2022 (Aug 09); 10(8):e41257

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Using the Diagnostic Odds Ratio to Select Patterns to Build an Interpretable Pattern-Based Classifier in a Clinical Domain: Multivariate Sequential Pattern Mining Study

Isidoro J Casanova, Manuel Campos, Jose M Juarez, Antonio Gomariz, Marta Lorente-Ros, Jose A Lorente

JMIR Med Inform 2022 (Aug 10); 10(8):e32319

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Implementing Electronic Health Records in Primary Care Using the Theory of Change: Nigerian Case Study

Taiwo Adedeji, Hamish Fraser, Philip Scott

JMIR Med Inform 2022 (Aug 11); 10(8):e33491

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National Development and Regional Differences in eHealth Maturity in Finnish Public Health Care: Survey Study

Jari Haverinen, Niina Keränen, Timo Tuovinen, Ronja Ruotanen, Jarmo Reponen

JMIR Med Inform 2022 (Aug 12); 10(8):e35612

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Exploiting Missing Value Patterns for a Backdoor Attack on Machine Learning Models of Electronic Health Records: Development and Validation Study

Byunggill Joe, Yonghyeon Park, Jihun Hamm, Insik Shin, Jiyeon Lee

JMIR Med Inform 2022 (Aug 19); 10(8):e38440

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