Daniel S. Herman

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 4

Top Topics

Prediction Model

Regression Method

Electronic Medical Record

Nearest Neighbor

Top Venues

J. Mach. Learn. Res.

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

William G. La Cava, Paul C. Lee, Imran Ajmal, Xiruo Ding, Priyanka Solanki, Jordana B. Cohen, Jason H. Moore, Daniel S. Herman
A flexible symbolic regression method for constructing interpretable clinical prediction models. npj Digit. Medicine 6 (2023)
Zijian Guo, Prabrisha Rakshit, Daniel S. Herman, Jinbo Chen
Inference for the Case Probability in High-dimensional Logistic Regression. J. Mach. Learn. Res. 22 (2021)
Jason H. Moore, Ian Barnett, Mary Regina Boland, Yong Chen, George Demiris, Graciela Gonzalez-Hernandez, Daniel S. Herman, Blanca E. Himes, Rebecca A. Hubbard, Dokyoon Kim, Jeffrey S. Morris, Danielle L. Mowery, Marylyn D. Ritchie, Li Shen, Ryan J. Urbanowicz, John H. Holmes
Ideas for how informaticians can get involved with COVID-19 research. BioData Min. 13 (1) (2020)
Lingjiao Zhang, Xiruo Ding, Yanyuan Ma, Naveen Muthu, Imran Ajmal, Jason H. Moore, Daniel S. Herman, Jinbo Chen
A maximum likelihood approach to electronic health record phenotyping using positive and unlabeled patients. J. Am. Medical Informatics Assoc. 27 (1) (2020)