Data Science

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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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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Developing a Standardization Algorithm for Categorical Laboratory Tests for Clinical Big Data Research: Retrospective Study

Mina Kim, Soo-Yong Shin, Mira Kang, Byoung-Kee Yi, Dong Kyung Chang

JMIR Med Inform 2019 (Aug 29); 7(3):e14083

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Why Do Data Users Say Health Care Data Are Difficult to Use? A Cross-Sectional Survey Study

Ho Heon Kim, Bora Kim, Segyeong Joo, Soo-Yong Shin, Hyo Soung Cha, Yu Rang Park

J Med Internet Res 2019 (Aug 06); 21(8):e14126

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Data Work: Meaning-Making in the Era of Data-Rich Medicine

Amelia Fiske, Barbara Prainsack, Alena Buyx

J Med Internet Res 2019 (Jul 09); 21(7):e11672

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Privacy-Preserving Analysis of Distributed Biomedical Data: Designing Efficient and Secure Multiparty Computations Using Distributed Statistical Learning Theory

Fida K Dankar, Nisha Madathil, Samar K Dankar, Sabri Boughorbel

JMIR Med Inform 2019 (Apr 29); 7(2):e12702

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Health Care and Precision Medicine Research: Analysis of a Scalable Data Science Platform

Jacob McPadden, Thomas JS Durant, Dustin R Bunch, Andreas Coppi, Nathaniel Price, Kris Rodgerson, Charles J Torre Jr, William Byron, Allen L Hsiao, Harlan M Krumholz, Wade L Schulz

J Med Internet Res 2019 (Apr 09); 21(4):e13043

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