Bioinformatics | Computational Biology | Genomics scNODE : generative model for temporal single cell transcriptomic data prediction. September 4, 2024
Bioinformatics | Genomics | Oncology Machine learning on multiple epigenetic features reveals H3K27Ac as a driver of gene expression prediction across patients with glioblastoma. July 9, 2024
Bioinformatics | Genomics scGrapHiC: deep learning-based graph deconvolution for Hi-C using single cell gene expression. June 28, 2024
Bioinformatics | Genomics Predicting A/B compartments from histone modifications using deep learning. April 22, 2024
Bioinformatics | Genomics A Comprehensive Evaluation of Generalizability of Deep Learning-Based Hi-C Resolution Improvement Methods. January 23, 2024
Biology | Microscopy Memory-efficient semantic segmentation of large microscopy images using graph-based neural networks. October 21, 2023
Neurology | Radiation Oncology Clinical capability of modern brain tumor segmentation models. February 27, 2023
Bioinformatics | Computational Biology | Genetics Integrating Long-Range Regulatory Interactions to Predict Gene Expression Using Graph Convolutional Networks. March 24, 2022
Bioinformatics | Genomics DeepDiff: DEEP-learning for predicting DIFFerential gene expression from histone modifications. April 29, 2019
Bioinformatics | Genetics | Oncology DeepChrome: deep-learning for predicting gene expression from histone modifications. December 2, 2018
Bioinformatics | Genetics Attend and Predict: Understanding Gene Regulation by Selective Attention on Chromatin. November 14, 2018