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Bioinformatics | Computational Biology | Genetics Deep Learning Sequence Models for Transcriptional Regulation. April 10, 2024
Bioinformatics | Genomics | Oncology Distribution-Agnostic Deep Learning Enables Accurate Single-Cell Data Recovery and Transcriptional Regulation Interpretation. February 21, 2024
Immunology | Synthetic Biology Design and deep learning of synthetic B-cell-specific promoters. October 27, 2023
Bioinformatics | Epigenetics | Genetics Learning the histone codes with large genomic windows and three-dimensional chromatin interactions using transformer. November 6, 2022
Bioinformatics | Genetics | Oncology Accurate and highly interpretable prediction of gene expression from histone modifications. April 27, 2022
Genetics | Microbiology | Virology Novel SARS-CoV-2 encoded small RNAs in the passage to humans. November 27, 2020
Bioinformatics | Computational Biology | Genetics Computational identification of eukaryotic promoters based on cascaded deep capsule neural networks. November 23, 2020
Bioinformatics | Computational Biology | Genetics Predicting enhancer-promoter interactions by deep learning and matching heuristic. October 23, 2020
Bioinformatics | Computational Biology | Genetics Local Epigenomic Data are more Informative than Local Genome Sequence Data in Predicting Enhancer-Promoter Interactions Using Neural Networks. January 7, 2020
Bioinformatics | Genetics | Oncology DEEPSEN: a convolutional neural network based method for super-enhancer prediction. December 25, 2019