Bioinformatics | Computational Biology | Genomics SENIES: DNA Shape Enhanced Two-layer Deep Learning Predictor for the Identification of Enhancers and Their Strength. January 11, 2022
Computer Science | Genomics | Radiology Extendable and explainable deep learning for pan-cancer radiogenomics research. January 9, 2022
Bioinformatics | Cell Biology | Computational Biology | Genomics scNAME: Neighborhood contrastive clustering with ancillary mask estimation for scRNA-seq data. January 9, 2022
Bioinformatics | Genomics | Oncology Achieving robust somatic mutation detection with deep learning models derived from reference data sets of a cancer sample. January 8, 2022
Bioinformatics | Genomics | Oncology DEGnext: classification of differentially expressed genes from RNA-seq data using a convolutional neural network with transfer learning. January 7, 2022
Bioinformatics | Computational Biology | Genomics Interpretable generative deep learning: an illustration with single cell gene expression data. January 6, 2022
Bioinformatics | Genomics Deep Unfolding for Non-Negative Matrix Factorization with Application to Mutational Signature Analysis. January 5, 2022
Genomics | Plant Breeding | Predictive breeding A New Deep Learning Calibration Method Enhances Genome-Based Prediction of Continuous Crop Traits. January 3, 2022
Genomics | Oncology | Radiology Deep learning radiomics model related with genomics phenotypes for lymph node metastasis prediction in colorectal cancer. December 30, 2021
Bioinformatics | Genomics SIGNET: single-cell RNA-seq-based gene regulatory network prediction using multiple-layer perceptron bagging. December 28, 2021
Bioinformatics | Genomics | Oncology RDAClone: Deciphering Tumor Heterozygosity through Single-Cell Genomics Data Analysis with Robust Deep Autoencoder. December 24, 2021