Bioinformatics | Chemistry | Drug Development | Molecular Biology Reducing overconfident errors in molecular property classification using Posterior Network. July 15, 2024
Biomedical Informatics | Public Health A machine learning approach using conditional normalizing flow to address extreme class imbalance problems in personal health records. May 25, 2024
Genetics | Neurology | Oncology Investigating Causal Genetic Effects on Overall Survival of Glioblastoma Patients using Normalizing Flow and Structural Causal Model. April 23, 2024
Astrophysics | Cosmology Multiscale Flow for robust and optimal cosmological analysis. February 21, 2024
Bioinformatics | Infectious Diseases | Pharmacology Deep learning tools to accelerate antibiotic discovery. October 5, 2023
Bioinformatics | Biology | Cytometry A biology-driven deep generative model for cell-type annotation in cytometry. July 27, 2023
Data Science | Machine Learning NFAD: fixing anomaly detection using normalizing flows. December 13, 2021