Bioinformatics | Oncology TULIP: An RNA-seq-based Primary Tumor Type Prediction Tool Using Convolutional Neural Networks. December 12, 2022
Bioinformatics | Genomics | Pharmacology Transforming L1000 profiles to RNA-seq-like profiles with deep learning. September 13, 2022
Bioinformatics | Genetics | Oncology | Urology The promising role of new molecular biomarkers in prostate cancer: from coding and non-coding genes to artificial intelligence approaches. April 15, 2022
Bioinformatics | Immunology | Oncology Deep learning using bulk RNA-seq data expands cell landscape identification in tumor microenvironment. March 7, 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
Genetics | Pulmonology Improved prediction of smoking status via isoform-aware RNA-seq deep learning models. October 11, 2021
Oncology | Pathology Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion. September 23, 2021
Genetics | Immunology Expression of Human Endogenous Retroviruses in Systemic Lupus Erythematosus: Multiomic Integration With Gene Expression. May 14, 2021
Bioinformatics | Oncology A novel deep autoencoder based survival analysis approach for microarray dataset. May 13, 2021
Bioinformatics | Genetics | Oncology Deep Learning Enables Fast and Accurate Imputation of Gene Expression. April 30, 2021
Bioinformatics | Machine Learning | Transcriptomics Verifying explainability of a deep learning tissue classifier trained on RNA-seq data. January 30, 2021
Bioinformatics | Molecular Biology | Pathology Deep learning-based cell composition analysis from tissue expression profiles. August 24, 2020