Vol 8, No 6 (2020): June

Evaluating the Representativeness of US Centricity Electronic Medical Records With Reports From the Centers for Disease Control and Prevention: Comparative Study on Office Visits and Cardiometabolic Conditions

Olga Montvida, John Epoh Dibato, Sanjoy Paul

JMIR Med Inform 2020 (Jun 03); 8(6):e17174

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Predicting Onset of Dementia Using Clinical Notes and Machine Learning: Case-Control Study

Christopher A Hane, Vijay S Nori, William H Crown, Darshak M Sanghavi, Paul Bleicher

JMIR Med Inform 2020 (Jun 03); 8(6):e17819

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Artificial Intelligence–Based Traditional Chinese Medicine Assistive Diagnostic System: Validation Study

Hong Zhang, Wandong Ni, Jing Li, Jiajun Zhang

JMIR Med Inform 2020 (Jun 15); 8(6):e17608

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End-to-End Models to Imitate Traditional Chinese Medicine Syndrome Differentiation in Lung Cancer Diagnosis: Model Development and Validation

Ziqing Liu, Haiyang He, Shixing Yan, Yong Wang, Tao Yang, Guo-Zheng Li

JMIR Med Inform 2020 (Jun 16); 8(6):e17821

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Toward Optimal Heparin Dosing by Comparing Multiple Machine Learning Methods: Retrospective Study

Longxiang Su, Chun Liu, Dongkai Li, Jie He, Fanglan Zheng, Huizhen Jiang, Hao Wang, Mengchun Gong, Na Hong, Weiguo Zhu, Yun Long

JMIR Med Inform 2020 (Jun 22); 8(6):e17648

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Application of an Isolated Word Speech Recognition System in the Field of Mental Health Consultation: Development and Usability Study

Weifeng Fu

JMIR Med Inform 2020 (Jun 03); 8(6):e18677

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Distributed Regression Analysis Application in Large Distributed Data Networks: Analysis of Precision and Operational Performance

Qoua Her, Jessica Malenfant, Zilu Zhang, Yury Vilk, Jessica Young, David Tabano, Jack Hamilton, Ron Johnson, Marsha Raebel, Denise Boudreau, Sengwee Toh

JMIR Med Inform 2020 (Jun 04); 8(6):e15073

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Using Information Technology to Manage the COVID-19 Pandemic: Development of a Technical Framework Based on Practical Experience in China

Qing Ye, Jin Zhou, Hong Wu

JMIR Med Inform 2020 (Jun 08); 8(6):e19515

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Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches

Adane Tarekegn, Fulvio Ricceri, Giuseppe Costa, Elisa Ferracin, Mario Giacobini

JMIR Med Inform 2020 (Jun 04); 8(6):e16678

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Predicting Breast Cancer in Chinese Women Using Machine Learning Techniques: Algorithm Development

Can Hou, Xiaorong Zhong, Ping He, Bin Xu, Sha Diao, Fang Yi, Hong Zheng, Jiayuan Li

JMIR Med Inform 2020 (Jun 08); 8(6):e17364

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Improving Clinical Translation of Machine Learning Approaches Through Clinician-Tailored Visual Displays of Black Box Algorithms: Development and Validation

Shannon Wongvibulsin, Katherine C Wu, Scott L Zeger

JMIR Med Inform 2020 (Jun 09); 8(6):e15791

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Artificial Intelligence–Based Multimodal Risk Assessment Model for Surgical Site Infection (AMRAMS): Development and Validation Study

Weijia Chen, Zhijun Lu, Lijue You, Lingling Zhou, Jie Xu, Ken Chen

JMIR Med Inform 2020 (Jun 15); 8(6):e18186

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Ensemble Learning Models Based on Noninvasive Features for Type 2 Diabetes Screening: Model Development and Validation

Tianzhou Yang, Li Zhang, Liwei Yi, Huawei Feng, Shimeng Li, Haoyu Chen, Junfeng Zhu, Jian Zhao, Yingyue Zeng, Hongsheng Liu

JMIR Med Inform 2020 (Jun 18); 8(6):e15431

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Machine Learning–Based Signal Quality Evaluation of Single-Period Radial Artery Pulse Waves: Model Development and Validation

Xiaodong Ding, Feng Cheng, Robert Morris, Cong Chen, Yiqin Wang

JMIR Med Inform 2020 (Jun 22); 8(6):e18134

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Identification of the Best Semantic Expansion to Query PubMed Through Automatic Performance Assessment of Four Search Strategies on All Medical Subject Heading Descriptors: Comparative Study

Clément R Massonnaud, Gaétan Kerdelhué, Julien Grosjean, Romain Lelong, Nicolas Griffon, Stefan J Darmoni

JMIR Med Inform 2020 (Jun 04); 8(6):e12799

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Detecting and Filtering Immune-Related Adverse Events Signal Based on Text Mining and Observational Health Data Sciences and Informatics Common Data Model: Framework Development Study

Yue Yu, Kathryn Ruddy, Aaron Mansfield, Nansu Zong, Andrew Wen, Shintaro Tsuji, Ming Huang, Hongfang Liu, Nilay Shah, Guoqian Jiang

JMIR Med Inform 2020 (Jun 12); 8(6):e17353

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Applied Practice and Possible Leverage Points for Information Technology Support for Patient Screening in Clinical Trials: Qualitative Study

Linda Becker, Thomas Ganslandt, Hans-Ulrich Prokosch, Axel Newe

JMIR Med Inform 2020 (Jun 16); 8(6):e15749

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Understanding Drug Repurposing From the Perspective of Biomedical Entities and Their Evolution: Bibliographic Research Using Aspirin

Xin Li, Justin F. Rousseau, Ying Ding, Min Song, Wei Lu

JMIR Med Inform 2020 (Jun 16); 8(6):e16739

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Summarizing Complex Graphical Models of Multiple Chronic Conditions Using the Second Eigenvalue of Graph Laplacian: Algorithm Development and Validation

Syed Hasib Akhter Faruqui, Adel Alaeddini, Mike C Chang, Sara Shirinkam, Carlos Jaramillo, Peyman NajafiRad, Jing Wang, Mary Jo Pugh

JMIR Med Inform 2020 (Jun 17); 8(6):e16372

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Identification of High-Order Single-Nucleotide Polymorphism Barcodes in Breast Cancer Using a Hybrid Taguchi-Genetic Algorithm: Case-Control Study

Li-Yeh Chuang, Cheng-San Yang, Huai-Shuo Yang, Cheng-Hong Yang

JMIR Med Inform 2020 (Jun 17); 8(6):e16886

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