Robert B. Penfold

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 4

Top Topics

Machine Learning

Quality Prediction

Disease Outbreaks

Top Venues

BMC Medical Informatics Decis. Mak.

J. Am. Medical Informatics Assoc.

npj Digit. Medicine

Publications

Susan M. Shortreed, Rod L. Walker, Eric Johnson, Robert Wellman, Maricela Cruz, Rebecca Ziebell, R. Yates Coley, Zimri S. Yaseen, Sai Dharmarajan, Robert B. Penfold, Brian K. Ahmedani, Rebecca C. Rossom, Arne Beck, Jennifer M. Boggs, Greg E. Simon
Complex modeling with detailed temporal predictors does not improve health records-based suicide risk prediction. npj Digit. Medicine 6 (2023)
Robert B. Penfold, David S. Carrell, David J. Cronkite, Chester Pabiniak, Tammy Dodd, Ashley M. H. Glass, Eric Johnson, Ella Thompson, H. Michael Arrighi, Paul E. Stang
Development of a machine learning model to predict mild cognitive impairment using natural language processing in the absence of screening. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Wenna Xi, Samprit Banerjee, Robert B. Penfold, Gregory E. Simon, George Alexopoulos, Jyotishman Pathak
Healthcare Contacts Among Patients with Psychiatric Hospitalization Admitted Through the Emergency Department. AMIA (2020)
Gregory E. Simon, Susan M. Shortreed, Eric Johnson, Rebecca C. Rossom, Frances L. Lynch, Rebecca Ziebell, Robert B. Penfold
What health records data are required for accurate prediction of suicidal behavior? J. Am. Medical Informatics Assoc. 26 (12) (2019)