Genetics | Oncology CGMega: explainable graph neural network framework with attention mechanisms for cancer gene module dissection. July 16, 2024
Other Mosaic integration and knowledge transfer of single-cell multimodal data with MIDAS. January 24, 2024
Bioinformatics | Oncology | Pharmacology A hybrid deep forest-based method for predicting synergistic drug combinations. March 20, 2023
Oncology | Pharmacology DEML: Drug Synergy and Interaction Prediction Using Ensemble-Based Multi-Task Learning. January 21, 2023
Forensic Medicine | Plant Biology | Toxicology Key defatting tissue pretreatment protocol for enhanced MALDI MS Imaging of peptide biomarkers visualization in the castor beans and their attribution applications. January 2, 2023
Cancer Treatment | Drug Response Prediction | Precision Medicine NeRD: a multichannel neural network to predict cellular response of drugs by integrating multidimensional data. October 20, 2022
Bioinformatics | Computational Biology | Data Science | Oncology A benchmark study of deep learning-based multi-omics data fusion methods for cancer. August 9, 2022
Computational Biology | Oncology Computational methods, databases and tools for synthetic lethality prediction. March 30, 2022
Oncology | Pharmacology An enhanced cascade-based deep forest model for drug combination prediction. January 21, 2022
Bioinformatics | Pharmacology Machine learning methods, databases and tools for drug combination prediction. September 3, 2021
Bioinformatics | Genetics | Molecular Biology BiRen: predicting enhancers with a deep-learning-based model using the DNA sequence alone. December 2, 2018
Bioinformatics | Genomics DeĀ novo identification of replication-timing domains in the human genome by deep learning. December 2, 2018