Chemoinformatics | Neuroscience A deep position-encoding model for predicting olfactory perception from molecular structures and electrostatics. July 17, 2024
Clinical Research | Infectious Diseases | Pharmacology DeepARV: ensemble deep learning to predict drug-drug interaction of clinical relevance with antiretroviral therapy. May 6, 2024
Bioinformatics | Systems Biology Integration of graph neural networks and genome-scale metabolic models for predicting gene essentiality. March 6, 2024
Bioinformatics | Computational Biology AutoTransOP: translating omics signatures without orthologue requirements using deep learning. January 29, 2024
Oncology | Pharmacology Explainable deep learning for tumor dynamic modeling and overall survival prediction using Neural-ODE. November 18, 2023
Bioinformatics | Computational Biology Reliable interpretability of biology-inspired deep neural networks. October 10, 2023
Developmental Biology | Evolutionary Biology A deep learning approach for morphological feature extraction based on variational auto-encoder: an application to mandible shape. July 5, 2023
Bioinformatics | Cell Biology A deep learning framework for quantitative analysis of actin microridges. June 2, 2023
Biomedical Informatics | Neurology | Oncology MethylSPWNet and MethylCapsNet: Biologically Motivated Organization of DNAm Neural Networks, Inspired by Capsule Networks. August 21, 2021
Genomics | Transcriptomics Multilayer modelling of the human transcriptome and biological mechanisms of complex diseases and traits. May 28, 2021
Genetics | Pathology The in vitro micronucleus assay using imaging flow cytometry and deep learning. May 19, 2021