Decision Support for Health Professionals

Articles published in 2019 in this theme: 51 (scroll down to load remaining articles)

2019

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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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Accuracy of Machine Learning Algorithms for the Diagnosis of Autism Spectrum Disorder: Systematic Review and Meta-Analysis of Brain Magnetic Resonance Imaging Studies

Sun Jae Moon, Jinseub Hwang, Rajesh Kana, John Torous, Jung Won Kim

JMIR Ment Health 2019 (Dec 20); 6(12):e14108

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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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Unlocking the Power of Artificial Intelligence and Big Data in Medicine

Christian Lovis

J Med Internet Res 2019 (Nov 08); 21(11):e16607

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Automatic Detection of Hypoglycemic Events From the Electronic Health Record Notes of Diabetes Patients: Empirical Study

Yonghao Jin, Fei Li, Varsha G Vimalananda, Hong Yu

JMIR Med Inform 2019 (Nov 08); 7(4):e14340

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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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Exploiting Machine Learning Algorithms and Methods for the Prediction of Agitated Delirium After Cardiac Surgery: Models Development and Validation Study

Hani Nabeel Mufti, Gregory Marshal Hirsch, Samina Raza Abidi, Syed Sibte Raza Abidi

JMIR Med Inform 2019 (Oct 23); 7(4):e14993

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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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Psychosocial Factors Affecting Artificial Intelligence Adoption in Health Care in China: Cross-Sectional Study

Tiantian Ye, Jiaolong Xue, Mingguang He, Jing Gu, Haotian Lin, Bin Xu, Yu Cheng

J Med Internet Res 2019 (Oct 17); 21(10):e14316

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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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Readmission Risk Trajectories for Patients With Heart Failure Using a Dynamic Prediction Approach: Retrospective Study

Wei Jiang, Sauleh Siddiqui, Sean Barnes, Lili A Barouch, Frederick Korley, Diego A Martinez, Matthew Toerper, Stephanie Cabral, Eric Hamrock, Scott Levin

JMIR Med Inform 2019 (Oct 02); 7(4):e14756

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Characterizing Artificial Intelligence Applications in Cancer Research: A Latent Dirichlet Allocation Analysis

Bach Xuan Tran, Carl A Latkin, Noha Sharafeldin, Katherina Nguyen, Giang Thu Vu, Wilson W S Tam, Ngai-Man Cheung, Huong Lan Thi Nguyen, Cyrus S H Ho, Roger C M Ho

JMIR Med Inform 2019 (Oct 01); 7(4):e14401

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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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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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