David M. Kent

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 8

Top Topics

Viterbi Algorithm

Natural Language Processing

Top Venues

npj Digit. Medicine

BMC Medical Informatics Decis. Mak.

Publications

Alexandros Rekkas, David van Klaveren, Patrick B. Ryan, Ewout W. Steyerberg, David M. Kent, Peter R. Rijnbeek
A standardized framework for risk-based assessment of treatment effect heterogeneity in observational healthcare databases. npj Digit. Medicine 6 (2023)
Ethan Harvey, Wansu Chen, David M. Kent, Michael C. Hughes
A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data. CoRR (2023)
Ethan Harvey, Wansu Chen, David M. Kent, Michael C. Hughes
A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data. ML4H@NeurIPS (2023)
Gian Marco Visani, Alexandra Hope Lee, Cuong Nguyen, David M. Kent, John B. Wong, Joshua T. Cohen, Michael C. Hughes
Approximate Bayesian Computation for an Explicit-Duration Hidden Markov Model of COVID-19 Hospital Trajectories. MLHC (2021)
Gian Marco Visani, Alexandra Hope Lee, Cuong Nguyen, David M. Kent, John B. Wong, Joshua T. Cohen, Michael C. Hughes
Approximate Bayesian Computation for an Explicit-Duration Hidden Markov Model of COVID-19 Hospital Trajectories. CoRR (2021)
Sunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu
Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction. BMC Medical Informatics Decis. Mak. 20 (1) (2020)
Jessica K. Paulus, David M. Kent
Predictably unequal: understanding and addressing concerns that algorithmic clinical prediction may increase health disparities. npj Digit. Medicine 3 (2020)
Sunyang Fu, Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff B. Nelson, Michael S. Clark, Patrick H. Luetmer, Paul R. Kingsbury, David M. Kent, Hongfang Liu
Natural Language Processing for the Identification of Silent Brain Infractions from Neuroimaging Reports. AMIA (2018)
Fuji Lai, Jean MacMillan, Denise H. Daudelin, David M. Kent
The Potential of Training to Increase Acceptance and Use of Computerized Decision Support Systems for Medical Diagnosis. Hum. Factors 48 (1) (2006)