Bioinformatics | Genomics Synthetic single cell RNA sequencing data from small pilot studies using deep generative models. May 1, 2021
Bioinformatics | Genomics | Oncology Performance Comparison of Deep Learning Autoencoders for Cancer Subtype Detection Using Multi-Omics Data. April 30, 2021
Bioinformatics | Computational Biology | Genomics VEHiCLE: a Variationally Encoded Hi-C Loss Enhancement algorithm for improving and generating Hi-C data. April 24, 2021
Bioinformatics | Genomics | Molecular Biology DeepIII: Predicting isoform-isoform interactions by deep neural networks and data fusion. March 25, 2021
Bioinformatics | Genomics | Pharmacology MSA-Regularized Protein Sequence Transformer toward Predicting Genome-Wide Chemical-Protein Interactions: Application to GPCRome Deorphanization. March 24, 2021
Bioinformatics | Genomics | Machine Learning A representation learning model based on variational inference and graph autoencoder for predicting lncRNA-disease associations. March 22, 2021
Data Science | Genomics | Oncology Deep generative neural network for accurate drug response imputation. March 20, 2021
Bioinformatics | Deep Learning | Genomics SeqEnhDL: sequence-based classification of cell type-specific enhancers using deep learning models. March 20, 2021
Bioinformatics | Genomics | Immunology DeepTCR is a deep learning framework for revealing sequence concepts within T-cell repertoires. March 12, 2021
Bioinformatics | Genomics Prioritizing non-coding regions based on human genomic constraint and sequence context with deep learning. March 9, 2021