Decision Support for Health Professionals

Articles published in 2021 in this theme: 233 (scroll down to load remaining articles)

2021

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Health Care Analytics With Time-Invariant and Time-Variant Feature Importance to Predict Hospital-Acquired Acute Kidney Injury: Observational Longitudinal Study

Horng-Ruey Chua, Kaiping Zheng, Anantharaman Vathsala, Kee-Yuan Ngiam, Hui-Kim Yap, Liangjian Lu, Ho-Yee Tiong, Amartya Mukhopadhyay, Graeme MacLaren, Shir-Lynn Lim, K Akalya, Beng-Chin Ooi

J Med Internet Res 2021 (Dec 24); 23(12):e30805

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Can Real-time Computer-Aided Detection Systems Diminish the Risk of Postcolonoscopy Colorectal Cancer?

Mariusz Madalinski, Roger Prudham

JMIR Med Inform 2021 (Dec 24); 9(12):e25328

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Use of the McIsaac Score to Predict Group A Streptococcal Pharyngitis in Outpatient Nurse Phone Triage and Electronic Visits Compared With In-Person Visits: Retrospective Observational Study

Jennifer L Pecina, Leah M Nigon, Kristine S Penza, Martha A Murray, Beckie J Kronebusch, Nathaniel E Miller, Teresa B Jensen

J Med Internet Res 2021 (Dec 20); 23(12):e25899

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Artificial Intelligence in Predicting Cardiac Arrest: Scoping Review

Asma Alamgir, Osama Mousa, Zubair Shah

JMIR Med Inform 2021 (Dec 17); 9(12):e30798

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How Clinicians Perceive Artificial Intelligence–Assisted Technologies in Diagnostic Decision Making: Mixed Methods Approach

Hyeyoung Hah, Deana Shevit Goldin

J Med Internet Res 2021 (Dec 16); 23(12):e33540

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Computer-Aided Diagnosis of Gastrointestinal Ulcer and Hemorrhage Using Wireless Capsule Endoscopy: Systematic Review and Diagnostic Test Accuracy Meta-analysis

Chang Seok Bang, Jae Jun Lee, Gwang Ho Baik

J Med Internet Res 2021 (Dec 14); 23(12):e33267

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Population Preferences for Performance and Explainability of Artificial Intelligence in Health Care: Choice-Based Conjoint Survey

Thomas Ploug, Anna Sundby, Thomas B Moeslund, Søren Holm

J Med Internet Res 2021 (Dec 13); 23(12):e26611

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CE Accreditation and Barriers to CE Marking of Pediatric Drug Calculators for Mobile Devices: Scoping Review and Qualitative Analysis

Charlotte Koldeweij, Jonathan Clarke, Joppe Nijman, Calandra Feather, Saskia N de Wildt, Nicholas Appelbaum

J Med Internet Res 2021 (Dec 13); 23(12):e31333

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Machine Learning Algorithms to Detect Subclinical Keratoconus: Systematic Review

Howard Maile, Ji-Peng Olivia Li, Daniel Gore, Marcello Leucci, Padraig Mulholland, Scott Hau, Anita Szabo, Ismail Moghul, Konstantinos Balaskas, Kaoru Fujinami, Pirro Hysi, Alice Davidson, Petra Liskova, Alison Hardcastle, Stephen Tuft, Nikolas Pontikos

JMIR Med Inform 2021 (Dec 13); 9(12):e27363

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Transporting an Artificial Intelligence Model to Predict Emergency Cesarean Delivery: Overcoming Challenges Posed by Interfacility Variation

Joshua Guedalia, Michal Lipschuetz, Sarah M Cohen, Yishai Sompolinsky, Asnat Walfisch, Eyal Sheiner, Ruslan Sergienko, Joshua Rosenbloom, Ron Unger, Simcha Yagel, Hila Hochler

J Med Internet Res 2021 (Dec 10); 23(12):e28120

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The Communicating Narrative Concerns Entered by Registered Nurses (CONCERN) Clinical Decision Support Early Warning System: Protocol for a Cluster Randomized Pragmatic Clinical Trial

Sarah Collins Rossetti, Patricia C Dykes, Christopher Knaplund, Min-Jeoung Kang, Kumiko Schnock, Jose Pedro Garcia Jr, Li-Heng Fu, Frank Chang, Tien Thai, Matthew Fred, Tom Z Korach, Li Zhou, Jeffrey G Klann, David Albers, Jessica Schwartz, Graham Lowenthal, Haomiao Jia, Fang Liu, Kenrick Cato

JMIR Res Protoc 2021 (Dec 10); 10(12):e30238

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Differential Biases and Variabilities of Deep Learning–Based Artificial Intelligence and Human Experts in Clinical Diagnosis: Retrospective Cohort and Survey Study

Dongchul Cha, Chongwon Pae, Se A Lee, Gina Na, Young Kyun Hur, Ho Young Lee, A Ra Cho, Young Joon Cho, Sang Gil Han, Sung Huhn Kim, Jae Young Choi, Hae-Jeong Park

JMIR Med Inform 2021 (Dec 08); 9(12):e33049

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Prediction Algorithms for Blood Pressure Based on Pulse Wave Velocity Using Health Checkup Data in Healthy Korean Men: Algorithm Development and Validation

Dohyun Park, Soo Jin Cho, Kyunga Kim, Hyunki Woo, Jee Eun Kim, Jin-Young Lee, Janghyun Koh, JeanHyoung Lee, Jong Soo Choi, Dong Kyung Chang, Yoon-Ho Choi, Ji In Chung, Won Chul Cha, Ok Soon Jeong, Se Yong Jekal, Mira Kang

JMIR Med Inform 2021 (Dec 08); 9(12):e29212

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Machine Learning Methodologies for Prediction of Rhythm-Control Strategy in Patients Diagnosed With Atrial Fibrillation: Observational, Retrospective, Case-Control Study

Rachel S Kim, Steven Simon, Brett Powers, Amneet Sandhu, Jose Sanchez, Ryan T Borne, Alexis Tumolo, Matthew Zipse, J Jason West, Ryan Aleong, Wendy Tzou, Michael A Rosenberg

JMIR Med Inform 2021 (Dec 06); 9(12):e29225

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A Risk-Based Clinical Decision Support System for Patient-Specific Antimicrobial Therapy (iBiogram): Design and Retrospective Analysis

Lars Müller, Aditya Srinivasan, Shira R Abeles, Amutha Rajagopal, Francesca J Torriani, Eliah Aronoff-Spencer

J Med Internet Res 2021 (Dec 03); 23(12):e23571

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Assessing the Views of Professionals, Patients, and Care Partners Concerning the Use of Computer Tools in Memory Clinics: International Survey Study

Aniek M van Gils, Leonie NC Visser, Heleen MA Hendriksen, Jean Georges, Majon Muller, Femke H Bouwman, Wiesje M van der Flier, Hanneke FM Rhodius-Meester

JMIR Form Res 2021 (Dec 03); 5(12):e31053

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A Smartphone-Based Decision Support Tool for Predicting Patients at Risk of Chemotherapy-Induced Nausea and Vomiting: Retrospective Study on App Development Using Decision Tree Induction

Abu Saleh Mohammad Mosa, Md Kamruz Zaman Rana, Humayera Islam, A K M Mosharraf Hossain, Illhoi Yoo

JMIR Mhealth Uhealth 2021 (Dec 02); 9(12):e27024

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Deep Learning–Assisted Burn Wound Diagnosis: Diagnostic Model Development Study

Che Wei Chang, Feipei Lai, Mesakh Christian, Yu Chun Chen, Ching Hsu, Yo Shen Chen, Dun Hao Chang, Tyng Luen Roan, Yen Che Yu

JMIR Med Inform 2021 (Dec 02); 9(12):e22798

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Assessing the Performance of a New Artificial Intelligence–Driven Diagnostic Support Tool Using Medical Board Exam Simulations: Clinical Vignette Study

Niv Ben-Shabat, Ariel Sloma, Tomer Weizman, David Kiderman, Howard Amital

JMIR Med Inform 2021 (Nov 30); 9(11):e32507

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Application Scenarios for Artificial Intelligence in Nursing Care: Rapid Review

Kathrin Seibert, Dominik Domhoff, Dominik Bruch, Matthias Schulte-Althoff, Daniel Fürstenau, Felix Biessmann, Karin Wolf-Ostermann

J Med Internet Res 2021 (Nov 29); 23(11):e26522

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