Ontology highlight
ABSTRACT:
SUBMITTER: Pai S
PROVIDER: S-EPMC6423721 | biostudies-literature | 2019 Mar
REPOSITORIES: biostudies-literature
Pai Shraddha S Hui Shirley S Isserlin Ruth R Shah Muhammad A MA Kaka Hussam H Bader Gary D GD
Molecular systems biology 20190314 3
Patient classification has widespread biomedical and clinical applications, including diagnosis, prognosis, and treatment response prediction. A clinically useful prediction algorithm should be accurate, generalizable, be able to integrate diverse data types, and handle sparse data. A clinical predictor based on genomic data needs to be interpretable to drive hypothesis-driven research into new treatments. We describe netDx, a novel supervised patient classification framework based on patient si ...[more]