Bioinformatics | Genomics | Oncology A Metastatic Cancer Expression Generator (MetGen): A Generative Contrastive Learning Framework for Metastatic Cancer Generation. May 11, 2024
Oncology | Pharmacogenomics Predicting drug response through tumor deconvolution by cancer cell lines. April 22, 2024
Oncology shinyDeepDR: A user-friendly R Shiny app for predicting anti-cancer drug response using deep learning. February 19, 2024
Bioinformatics | Immunology Characterizing Macrophages Diversity in COVID-19 Patients Using Deep Learning. December 23, 2022
Oncology | Transcriptomics Transformer for Gene Expression Modeling (T-GEM): An Interpretable Deep Learning Model for Gene Expression-Based Phenotype Predictions. October 17, 2022
Ophthalmology | Pathology | Radiology On the role of deep learning model complexity in adversarial robustness for medical images. June 20, 2022
Other Self-Growing Binary Activation Network: A Novel Deep Learning Model With Dynamic Architecture. May 27, 2022
Bioinformatics | Computational Biology | Genetics Deep learning tackles single-cell analysis-a survey of deep learning for scRNA-seq analysis. December 20, 2021
Genomics | Oncology Predicting and characterizing a cancer dependency map of tumors with deep learning. August 21, 2021
Bioinformatics | Oncology CancerSiamese: one-shot learning for predicting primary and metastatic tumor types unseen during model training. May 13, 2021
Bioinformatics | Oncology Prediction and Interpretation of Cancer Survival Using Graph Convolution Neural Networks. January 23, 2021
Bioinformatics | Genomics | Oncology Classification of Cancer Types Using Graph Convolutional Neural Networks. January 13, 2021