Decision Support for Health Professionals

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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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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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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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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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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Predicting Mortality in Intensive Care Unit Patients With Heart Failure Using an Interpretable Machine Learning Model: Retrospective Cohort Study

Jili Li, Siru Liu, Yundi Hu, Lingfeng Zhu, Yujia Mao, Jialin Liu

J Med Internet Res 2022 (Aug 09); 24(8):e38082

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Exploring the Applicability of Using Natural Language Processing to Support Nationwide Venous Thromboembolism Surveillance: Model Evaluation Study

Aaron Wendelboe, Ibrahim Saber, Justin Dvorak, Alys Adamski, Natalie Feland, Nimia Reyes, Karon Abe, Thomas Ortel, Gary Raskob

JMIR Bioinform Biotech 2022 (Aug 05); 3(1):e36877

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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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A Personalized Ontology-Based Decision Support System for Complex Chronic Patients: Retrospective Observational Study

Esther Román-Villarán, Celia Alvarez-Romero, Alicia Martínez-García, German Antonio Escobar-Rodríguez, María José García-Lozano, Bosco Barón-Franco, Lourdes Moreno-Gaviño, Jesús Moreno-Conde, José Antonio Rivas-González, Carlos Luis Parra-Calderón

JMIR Form Res 2022 (Aug 02); 6(8):e27990

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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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Development of an Interoperable and Easily Transferable Clinical Decision Support System Deployment Platform: System Design and Development Study

Junsang Yoo, Jeonghoon Lee, Ji Young Min, Sae Won Choi, Joon-myoung Kwon, Insook Cho, Chiyeon Lim, Mi Young Choi, Won Chul Cha

J Med Internet Res 2022 (Jul 27); 24(7):e37928

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An Urban Population Health Observatory for Disease Causal Pathway Analysis and Decision Support: Underlying Explainable Artificial Intelligence Model

Whitney S Brakefield, Nariman Ammar, Arash Shaban-Nejad

JMIR Form Res 2022 (Jul 20); 6(7):e36055

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Prediction of Maternal Hemorrhage Using Machine Learning: Retrospective Cohort Study

Jill M Westcott, Francine Hughes, Wenke Liu, Mark Grivainis, Iffath Hoskins, David Fenyo

J Med Internet Res 2022 (Jul 18); 24(7):e34108

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An Integrated Care Platform System (C3-Cloud) for Care Planning, Decision Support, and Empowerment of Patients With Multimorbidity: Protocol for a Technology Trial

Malte von Tottleben, Katie Grinyer, Ali Arfa, Lamine Traore, Dolores Verdoy, Sarah N Lim Choi Keung, Igor Larranaga, Marie-Christine Jaulent, Esteban De Manuel Keenoy, Mikael Lilja, Marie Beach, Christopher Marguerie, Mustafa Yuksel, Gokce Banu Laleci Erturkmen, Gunnar O Klein, Pontus Lindman, Javier Mar, Dipak Kalra, C3-Cloud Research Team, Theodoros N Arvanitis

JMIR Res Protoc 2022 (Jul 13); 11(7):e21994

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Automated Decision Support For Community Mental Health Services Using National Electronic Health Records: Qualitative Implementation Case Study

Yasmin van Kasteren, Jörg Strobel, Tarun Bastiampillai, Ecushla Linedale, Niranjan Bidargaddi

JMIR Hum Factors 2022 (Jul 05); 9(3):e35403

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Exploring a Need for a Cardiometabolic Disease Staging System as a Computerized Clinical Decision Support Tool: Qualitative Study

Aizhan Karabukayeva, Jami L Anderson, Allyson G Hall, Sue S Feldman, Tapan Mehta

JMIR Form Res 2022 (Jul 01); 6(7):e37456

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Development of a Patient-Centered Preference Tool for Patients With Hematologic Malignancies: Protocol for a Mixed Methods Study

Amy Cole, Daniel R Richardson, Karthik Adapa, Amro Khasawneh, Norah Crossnohere, John F P Bridges, Lukasz Mazur

JMIR Res Protoc 2022 (Jun 29); 11(6):e39586

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The AI Will See You Now: Feasibility and Acceptability of a Conversational AI Medical Interviewing System

Grace Hong, Margaret Smith, Steven Lin

JMIR Form Res 2022 (Jun 27); 6(6):e37028

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Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study

Wendong Ge, Haitham Alabsi, Aayushee Jain, Elissa Ye, Haoqi Sun, Marta Fernandes, Colin Magdamo, Ryan A Tesh, Sarah I Collens, Amy Newhouse, Lidia MVR Moura, Sahar Zafar, John Hsu, Oluwaseun Akeju, Gregory K Robbins, Shibani S Mukerji, Sudeshna Das, M Brandon Westover

JMIR Form Res 2022 (Jun 24); 6(6):e33834

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Medication Use and Clinical Outcomes by the Dutch Institute for Clinical Auditing Medicines Program: Quantitative Analysis

Rawa Kamaran Ismail, Jesper van Breeschoten, Silvia van der Flier, Caspar van Loosen, Anna Maria Gerdina Pasmooij, Maaike van Dartel, Alfons van den Eertwegh, Anthonius de Boer, Michel Wouters, Doranne Hilarius

J Med Internet Res 2022 (Jun 23); 24(6):e33446

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