2 papers
cs.LG2024
Training and Validating a Treatment Recommender with Partial Verification Evidence
Vishnu Unnikrishnan, Clara Puga, Miro Schleicher +11
Current clinical decision support systems (DSS) are trained and validated on observational data from the target clinic. This is problematic for treatments validated in a randomized…
cs.LG2022
A cost-based multi-layer network approach for the discovery of patient phenotypes
Clara Puga, Uli Niemann, Winfried Schlee +1
Clinical records frequently include assessments of the characteristics of patients, which may include the completion of various questionnaires. These questionnaires provide a varie…