Bioinformatics | Genomics | Oncology MMDAE-HGSOC: A novel method for high-grade serous ovarian cancer molecular subtypes classification based on multi-modal deep autoencoder. June 19, 2023
Bioinformatics | Deep Learning | Oncology moBRCA-net: a breast cancer subtype classification framework based on multi-omics attention neural networks. April 26, 2023
Artificial Intelligence | Bioinformatics | Oncology Deep-Learning Algorithm and Concomitant Biomarker Identification for NSCLC Prediction Using Multi-Omics Data Integration. December 23, 2022
Bioinformatics | Oncology | Precision Medicine From multi-omics data to the cancer druggable gene discovery: a novel machine learning-based approach. December 14, 2022
Bioinformatics | Oncology Application of Feature Selection and Deep Learning for Cancer Prediction Using DNA Methylation Markers. October 7, 2022
Biomedical Informatics | Oncology Multi-omics Data Integration Model Based on UMAP Embedding and Convolutional Neural Network. October 3, 2022
Bioinformatics | Oncology | Systems Biology GNN-SubNet: disease subnetwork detection with explainable graph neural networks. September 20, 2022
Bioinformatics | Computational Biology | Oncology i-Modern: Integrated multi-omics network model identifies potential therapeutic targets in glioma by deep learning with interpretability. July 21, 2022
Biomedical Informatics | Oncology | Pathology Machine-Learning-Based Late Fusion on Multi-Omics and Multi-Scale Data for Non-Small-Cell Lung Cancer Diagnosis. April 23, 2022
Bioinformatics | Data Science | Oncology Integration of Multimodal Data from Disparate Sources for Identifying Disease Subtypes. March 26, 2022
Bioinformatics | Genomics | Oncology Survival stratification for colorectal cancer via multi-omics integration using an autoencoder-based model. December 14, 2021
Epigenomics | Medical Informatics | Translational Medicine Deep Learning for Human Disease Detection, Subtype Classification, and Treatment Response Prediction Using Epigenomic Data. November 27, 2021