Bayesian screening for feature selection
Sign Up to like & getrecommendations! Published in 2022 at "Journal of Biopharmaceutical Statistics"
DOI: 10.1080/10543406.2022.2033760
Abstract: ABSTRACT Biomedical applications such as genome-wide association studies screen large databases with high-dimensional features to identify rare, weakly expressed, and important continuous-valued features for subsequent detailed analysis. We describe an exact, rapid Bayesian screening approach… read more here.
Keywords: feature selection; feature; screening feature; bayesian screening ... See more keywords
A Bayesian screening approach for hepatocellular carcinoma using multiple longitudinal biomarkers.
Sign Up to like & getrecommendations! Published in 2018 at "Biometrics"
DOI: 10.1111/biom.12717
Abstract: Advanced hepatocellular carcinoma (HCC) has limited treatment options and poor survival, therefore early detection is critical to improving the survival of patients with HCC. Current guidelines for high-risk patients include ultrasound screenings every six months,… read more here.
Keywords: hepatocellular carcinoma; carcinoma; approach hepatocellular; bayesian screening ... See more keywords