Clinical Information and Decision Making

Digital Alerting and Outcomes in Patients With Sepsis: Systematic Review and Meta-Analysis

Meera Joshi, Hutan Ashrafian, Sonal Arora, Sadia Khan, Graham Cooke, Ara Darzi

J Med Internet Res 2019 (Dec 20); 21(12):e15166

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Age Assessment of Youth and Young Adults Using Magnetic Resonance Imaging of the Knee: A Deep Learning Approach

Ana Luiza Dallora, Johan Sanmartin Berglund, Martin Brogren, Ola Kvist, Sandra Diaz Ruiz, André Dübbel, Peter Anderberg

JMIR Med Inform 2019 (Dec 05); 7(4):e16291

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Improving Team-Based Decision Making Using Data Analytics and Informatics: Protocol for a Collaborative Decision Support Design

Don Roosan, Anandi V Law, Mazharul Karim, Moom Roosan

JMIR Res Protoc 2019 (Nov 27); 8(11):e16047

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The Real Era of the Art of Medicine Begins with Artificial Intelligence

Bertalan Meskó

J Med Internet Res 2019 (Nov 18); 21(11):e16295

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Reducing Potentially Inappropriate Prescriptions for Older Patients Using Computerized Decision Support Tools: Systematic Review

Luís Monteiro, Tiago Maricoto, Isabel Solha, Inês Ribeiro-Vaz, Carlos Martins, Matilde Monteiro-Soares

J Med Internet Res 2019 (Nov 14); 21(11):e15385

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Differential Diagnosis Assessment in Ambulatory Care With an Automated Medical History–Taking Device: Pilot Randomized Controlled Trial

Adrien Jean-Pierre Schwitzguebel, Clarisse Jeckelmann, Roberto Gavinio, Cécile Levallois, Charles Benaïm, Hervé Spechbach

JMIR Med Inform 2019 (Nov 04); 7(4):e14044

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Modeling Research Topics for Artificial Intelligence Applications in Medicine: Latent Dirichlet Allocation Application Study

Bach Xuan Tran, Son Nghiem, Oz Sahin, Tuan Manh Vu, Giang Hai Ha, Giang Thu Vu, Hai Quang Pham, Hoa Thi Do, Carl A Latkin, Wilson Tam, Cyrus S H Ho, Roger C M Ho

J Med Internet Res 2019 (Nov 01); 21(11):e15511

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Identifying Opioid Use Disorder in the Emergency Department: Multi-System Electronic Health Record–Based Computable Phenotype Derivation and Validation Study

David Chartash, Hyung Paek, James D Dziura, Bill K Ross, Daniel P Nogee, Eric Boccio, Cory Hines, Aaron M Schott, Molly M Jeffery, Mehul D Patel, Timothy F Platts-Mills, Osama Ahmed, Cynthia Brandt, Katherine Couturier, Edward Melnick

JMIR Med Inform 2019 (Oct 31); 7(4):e15794

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A Bayesian Network Analysis of the Diagnostic Process and its Accuracy to Determine How Clinicians Estimate Cardiac Function in Critically Ill Patients: Prospective Observational Cohort Study

Thomas Kaufmann, José Castela Forte, Bart Hiemstra, Marco A Wiering, Marco Grzegorczyk, Anne H Epema, Iwan C C van der Horst, SICS Study Group

JMIR Med Inform 2019 (Oct 30); 7(4):e15358

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Fast Prediction of Deterioration and Death Risk in Patients With Acute Exacerbation of Chronic Obstructive Pulmonary Disease Using Vital Signs and Admission History: Retrospective Cohort Study

Mi Zhou, Chuan Chen, Junfeng Peng, Ching-Hsing Luo, Ding Yun Feng, Hailing Yang, Xiaohua Xie, Yuqi Zhou

JMIR Med Inform 2019 (Oct 21); 7(4):e13085

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Depression Prediction by Using Ecological Momentary Assessment, Actiwatch Data, and Machine Learning: Observational Study on Older Adults Living Alone

Heejung Kim, SungHee Lee, SangEun Lee, Soyun Hong, HeeJae Kang, Namhee Kim

JMIR Mhealth Uhealth 2019 (Oct 16); 7(10):e14149

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Design Process and Utilization of a Novel Clinical Decision Support System for Neuropathic Pain in Primary Care: Mixed Methods Observational Study

Dale Guenter, Mohamed Abouzahra, Inge Schabort, Arun Radhakrishnan, Kalpana Nair, Sherrie Orr, Jessica Langevin, Paul Taenzer, Dwight E Moulin

JMIR Med Inform 2019 (Sep 30); 7(3):e14141

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Artificial Intelligence Versus Clinicians in Disease Diagnosis: Systematic Review

Jiayi Shen, Casper J P Zhang, Bangsheng Jiang, Jiebin Chen, Jian Song, Zherui Liu, Zonglin He, Sum Yi Wong, Po-Han Fang, Wai-Kit Ming

JMIR Med Inform 2019 (Aug 16); 7(3):e10010

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A Machine Learning Method for Identifying Lung Cancer Based on Routine Blood Indices: Qualitative Feasibility Study

Jiangpeng Wu, Xiangyi Zan, Liping Gao, Jianhong Zhao, Jing Fan, Hengxue Shi, Yixin Wan, E Yu, Shuyan Li, Xiaodong Xie

JMIR Med Inform 2019 (Aug 15); 7(3):e13476

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Implementation and Evaluation of a Web-Based Distribution System For Anesthesia Department Guidelines and Standard Operating Procedures: Qualitative Study and Content Analysis

Kaspar F Bachmann, Christian Vetter, Lars Wenzel, Christoph Konrad, Andreas P Vogt

J Med Internet Res 2019 (Aug 15); 21(8):e14482

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Deep Learning Intervention for Health Care Challenges: Some Biomedical Domain Considerations

Igbe Tobore, Jingzhen Li, Liu Yuhang, Yousef Al-Handarish, Abhishek Kandwal, Zedong Nie, Lei Wang

JMIR Mhealth Uhealth 2019 (Aug 02); 7(8):e11966

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Computer-Aided Detection for Breast Cancer Screening in Clinical Settings: Scoping Review

Rafia Masud, Mona Al-Rei, Cynthia Lokker

JMIR Med Inform 2019 (Jul 18); 7(3):e12660

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A Novel Intelligent Scan Assistant System for Early Pregnancy Diagnosis by Ultrasound: Clinical Decision Support System Evaluation Study

Ferdinand Dhombres, Paul Maurice, Lucie Guilbaud, Loriane Franchinard, Barbara Dias, Jean Charlet, Eléonore Blondiaux, Babak Khoshnood, Davor Jurkovic, Eric Jauniaux, Jean-Marie Jouannic

J Med Internet Res 2019 (Jul 03); 21(7):e14286

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A Pragmatic Cluster Randomized Trial of an Electronic Clinical Decision Support System to Improve Chronic Kidney Disease Management in Primary Care: Design, Rationale, and Implementation Experience

Elaine C Khoong, Leah Karliner, Lowell Lo, Marilyn Stebbins, Andrew Robinson, Sarita Pathak, Jasmine Santoyo-Olsson, Rebecca Scherzer, Carmen A Peralta

JMIR Res Protoc 2019 (Jun 12); 8(6):e14022

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Prediction of the 1-Year Risk of Incident Lung Cancer: Prospective Study Using Electronic Health Records from the State of Maine

Xiaofang Wang, Yan Zhang, Shiying Hao, Le Zheng, Jiayu Liao, Chengyin Ye, Minjie Xia, Oliver Wang, Modi Liu, Ching Ho Weng, Son Q Duong, Bo Jin, Shaun T Alfreds, Frank Stearns, Laura Kanov, Karl G Sylvester, Eric Widen, Doff B McElhinney, Xuefeng B Ling

J Med Internet Res 2019 (May 16); 21(5):e13260

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