Bioinformatics | Data Science | Oncology MCluster-VAEs: An end-to-end variational deep learning-based clustering method for subtype discovery using multi-omics data. September 26, 2022
Bioinformatics | Machine Learning | Pharmacology Graph Transformer for drug response prediction. September 15, 2022
Biomedical Informatics | Oncology | Pathology Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis. April 23, 2022
Endothelial Biology | Radiation Oncology | Radiobiology Deep models of integrated multiscale molecular data decipher the endothelial cell response to ionizing radiation. February 2, 2022
Bioinformatics | Oncology Novel deep learning-based solution for identification of prognostic subgroups in liver cancer (Hepatocellular carcinoma). November 25, 2021
Bioinformatics | Oncology | Pharmacology How much can deep learning improve prediction of the responses to drugs in cancer cell lines? September 16, 2021
Bioinformatics | Genomics | Oncology Cancer: A deep learning-based pan-cancer metastasis prediction model developed using multi-omics data. August 25, 2021
Oncology | Precision Medicine Super.FELT: supervised feature extraction learning using triplet loss for drug response prediction with multi-omics data. May 26, 2021
Endocrinology | Gastroenterology | Genomics Deep Learning for Integrated Analysis of Insulin Resistance with Multi-Omics Data. March 6, 2021
Bioinformatics | Oncology Representation Learning for the Clustering of Multi-Omics Data. February 18, 2021
Bioinformatics | Computational Biology | Oncology Deep learning-based ovarian cancer subtypes identification using multi-omics data. August 31, 2020
Bioinformatics | Genomics | Oncology PathME: pathway based multi-modal sparse autoencoders for clustering of patient-level multi-omics data. April 17, 2020