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
Genetics | Stem Cell Research Identification of RNA-based cell-type markers for stem-cell manufacturing systems with a statistical scoring function. February 14, 2024
Bioinformatics | Genomics | Transcriptomics CIRI-Deep Enables Single-Cell and Spatial Transcriptomic Analysis of Circular RNAs with Deep Learning. February 2, 2024
Bioinformatics | Genomics | Hepatology Single-cell spatial multi-omics and deep learning dissect enhancer-driven gene regulatory networks in liver zonation. January 5, 2024
Biomedical Research | Computational Biology | Transcriptome Analysis Generating bulk RNA-Seq gene expression data based on generative deep learning models and utilizing it for data augmentation. December 15, 2023
Oncology | Radiology Radiotranscriptomics of non-small cell lung carcinoma for assessing high-level clinical outcomes using a machine learning-derived multi-modal signature. December 15, 2023
Bioinformatics | Immunology | Oncology HArmonized single-cell RNA-seq Cell type Assisted Deconvolution (HASCAD). November 1, 2023
Bioinformatics | Computational Biology | Genomics An end-to-end Deep Hybrid Autoencoder based method for single-cell RNA-Seq data analysis. October 27, 2023
Bioinformatics | Oncology | Pathology Enlightening the path to NSCLC biomarkers: Utilizing the power of XAI-guided deep learning. October 22, 2023
Computational Biology | Genomics Simultaneous estimation of gene regulatory network structure and RNA kinetics from single cell gene expression. October 4, 2023
Bioinformatics | Genomics | Pathology LIDER: cell embedding based deep neural network classifier for supervised cell type identification. August 21, 2023