Bioinformatics | Computational Biology | Genomics ZayyuNet A unified deep learning model for the identification of epigenetic modifications using raw genomic sequences. May 26, 2021
Bioinformatics | Computational Biology | Genomics A joint deep learning model enables simultaneous batch effect correction, denoising and clustering in single-cell transcriptomics. May 26, 2021
Genomics | Oncology | Pharmacology Large-scale pharmacogenomic studies and drug response prediction for personalized cancer medicine. May 23, 2021
Bioinformatics | Genomics Genome-wide discovery of pre-miRNAs: comparison of recent approaches based on machine learning. May 22, 2021
Bioinformatics | Genomics TERL: classification of transposable elements by convolutional neural networks. May 22, 2021
Bioinformatics | Epigenomics | Genomics Interpretation of deep learning in genomics and epigenomics. May 22, 2021
Bioinformatics | Genomics | Machine Learning An extensive examination of discovering 5-Methylcytosine Sites in Genome-Wide DNA Promoters using machine learning based approaches. May 20, 2021
Genomics | Oncology A self-organizing deep neuro-fuzzy system approach for classification of kidney cancer subtypes using miRNA genomics data. May 19, 2021
Bioinformatics | Drug design | Genomics SCLpred-MEM: subcellular localization prediction of membrane proteins by Deep N-to-1 Convolutional Neural Networks. May 13, 2021
Genomics | Oncology | Radiology Using deep neural networks and interpretability methods to identify gene expression patterns that predict radiomic features and histology in non-small cell lung cancer. May 12, 2021
Bioinformatics | Genomics | Oncology DeepVISP: Deep Learning for Virus Site Integration Prediction and Motif Discovery. May 12, 2021
Bioinformatics | Computational Biology | Genomics CrepHAN: Cross-species prediction of enhancers by using hierarchical attention networks. May 12, 2021