Biomedical DISSECT: deep semi-supervised consistency regularization for accurate cell type fraction and gene expression estimation. April 30, 2024
Bioinformatics | Genomics | Immunology DISCERN: deep single-cell expression reconstruction for improved cell clustering and cell subtype and state detection. September 20, 2023
Liver Disease | Radiology DeePSC: A Deep Learning Model for Automated Diagnosis of Primary Sclerosing Cholangitis at Two-dimensional MR Cholangiopancreatography. June 9, 2023
Immunology Performance comparison of TCR-pMHC prediction tools reveals a strong data dependency. May 5, 2023
Bioinformatics | Computational Biology | Genomics Bias-invariant RNA-sequencing metadata annotation. September 23, 2021
Nephrology | Pathology Deep learning-based molecular morphometrics for kidney biopsies. March 11, 2021
Bioinformatics | Molecular Biology | Pathology Deep learning-based cell composition analysis from tissue expression profiles. August 24, 2020
Bioinformatics | Genomics Explainable Deep Learning for Augmentation of Small RNA Expression Profiles. December 19, 2019