JMIR Medical Informatics - Vol 8, No 8 (2020): August

Secondary Use of Clinical Data for Research and Surveillance

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Improving Diagnostic Classification of Stillbirths and Neonatal Deaths Using ICD-PM (International Classification of Diseases for Perinatal Mortality) Codes: Validation Study

Hiu Mei Luk, Emma Allanson, Wai-Kit Ming, Wing Cheong Leung

JMIR Med Inform 2020 (Aug 03); 8(8):e20071

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Machine Learning

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Prediction of Cardiac Arrest in the Emergency Department Based on Machine Learning and Sequential Characteristics: Model Development and Retrospective Clinical Validation Study

Sungjun Hong, Sungjoo Lee, Jeonghoon Lee, Won Chul Cha, Kyunga Kim

JMIR Med Inform 2020 (Aug 04); 8(8):e15932

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Assessment of the Robustness of Convolutional Neural Networks in Labeling Noise by Using Chest X-Ray Images From Multiple Centers

Ryoungwoo Jang, Namkug Kim, Miso Jang, Kyung Hwa Lee, Sang Min Lee, Kyung Hee Lee, Han Na Noh, Joon Beom Seo

JMIR Med Inform 2020 (Aug 04); 8(8):e18089

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Semantic Deep Learning: Prior Knowledge and a Type of Four-Term Embedding Analogy to Acquire Treatments for Well-Known Diseases

Mercedes Arguello Casteleiro, Julio Des Diz, Nava Maroto, Maria Jesus Fernandez Prieto, Simon Peters, Chris Wroe, Carlos Sevillano Torrado, Diego Maseda Fernandez, Robert Stevens

JMIR Med Inform 2020 (Aug 06); 8(8):e16948

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Decompensation in Critical Care: Early Prediction of Acute Heart Failure Onset

Patrick Essay, Baran Balkan, Vignesh Subbian

JMIR Med Inform 2020 (Aug 07); 8(8):e19892

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Machine Learning Model Based on Transthoracic Bioimpedance and Heart Rate Variability for Lung Fluid Accumulation Detection: Prospective Clinical Study

Natasa Reljin, Hugo F. Posada-Quintero, Caitlin Eaton-Robb, Sophia Binici, Emily Ensom, Eric Ding, Anna Hayes, Jarno Riistama, Chad Darling, David McManus, Ki H. Chon

JMIR Med Inform 2020 (Aug 27); 8(8):e18715

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Using Dual Neural Network Architecture to Detect the Risk of Dementia With Community Health Data: Algorithm Development and Validation Study

Xiao Shen, Guanjin Wang, Rick Yiu-Cho Kwan, Kup-Sze Choi

JMIR Med Inform 2020 (Aug 31); 8(8):e19870

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eHealth Infrastructures

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Analysis of Benzodiazepine Prescription Practices in Elderly Appalachians with Dementia via the Appalachian Informatics Platform: Longitudinal Study

Niharika Bhardwaj, Alfred A Cecchetti, Usha Murughiyan, Shirley Neitch

JMIR Med Inform 2020 (Aug 04); 8(8):e18389

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Corrigenda and Addenda

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Correction: Undergraduate Medical Students’ Search for Health Information Online: Explanatory Cross-Sectional Study

Teresa Loda, Rebecca Erschens, Florian Junne, Andreas Stengel, Stephan Zipfel, Anne Herrmann-Werner

JMIR Med Inform 2020 (Aug 11); 8(8):e23253

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Decision Support for Health Professionals

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Effects of Computerized Decision Support Systems on Practitioner Performance and Patient Outcomes: Systematic Review

Clemens Scott Kruse, Nolan Ehrbar

JMIR Med Inform 2020 (Aug 11); 8(8):e17283

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Diagnostic Model for In-Hospital Bleeding in Patients with Acute ST-Segment Elevation Myocardial Infarction: Algorithm Development and Validation

Yong Li

JMIR Med Inform 2020 (Aug 14); 8(8):e20974

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Model-Based Algorithms for Detecting Peripheral Artery Disease Using Administrative Data From an Electronic Health Record Data System: Algorithm Development Study

Elizabeth Hope Weissler, Steven J Lippmann, Michelle M Smerek, Rachael A Ward, Aman Kansal, Adam Brock, Robert C Sullivan, Chandler Long, Manesh R Patel, Melissa A Greiner, N Chantelle Hardy, Lesley H Curtis, W Schuyler Jones

JMIR Med Inform 2020 (Aug 19); 8(8):e18542

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Reviews in Medical Informatics

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Utilization Barriers and Medical Outcomes Commensurate With the Use of Telehealth Among Older Adults: Systematic Review

Clemens Kruse, Joanna Fohn, Nakia Wilson, Evangelina Nunez Patlan, Stephanie Zipp, Michael Mileski

JMIR Med Inform 2020 (Aug 12); 8(8):e20359

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Theme issue 2019: Semantics of Mental Health

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Artificial Intelligence for Caregivers of Persons With Alzheimer’s Disease and Related Dementias: Systematic Literature Review

Bo Xie, Cui Tao, Juan Li, Robin C Hilsabeck, Alyssa Aguirre

JMIR Med Inform 2020 (Aug 20); 8(8):e18189

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Theme Issue: Medical Informatics and COVID-19

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Nationwide Results of COVID-19 Contact Tracing in South Korea: Individual Participant Data From an Epidemiological Survey

Seung Won Lee, Woon Tak Yuh, Jee Myung Yang, Yoon-Sik Cho, In Kyung Yoo, Hyun Yong Koh, Dominic Marshall, Donghwan Oh, Eun Kyo Ha, Man Yong Han, Dong Keon Yon

JMIR Med Inform 2020 (Aug 25); 8(8):e20992

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Clinical Communication, Electronic Consultation and Telehealth

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Impact of a Commercial Artificial Intelligence–Driven Patient Self-Assessment Solution on Waiting Times at General Internal Medicine Outpatient Departments: Retrospective Study