Artificial Intelligence | Natural Language Processing Relation extraction: advancements through deep learning and entity-related features. June 16, 2023
Cardiology | Pharmacology In silico prediction of hERG blockers using machine learning and deep learning approaches. April 24, 2023
Chemistry | Proteomics | Spectroscopy | Structural Biology The Rise of the Machines in Chemistry. August 17, 2022
Neurology | Neurophysiology Automated video analysis of emotion and dystonia in epileptic seizures. June 26, 2022
Bioinformatics | Chemistry | Pharmaceutical research Multi-task convolutional neural networks for predicting in vitro clearance endpoints from molecular images. May 26, 2022
Chemistry | Machine Learning Novel Solubility Prediction Models: Molecular Fingerprints and Physicochemical Features vs Graph Convolutional Neural Networks. April 22, 2022
Drug Discovery | Pharmacology Prediction of In Vivo Pharmacokinetic Parameters and Time-Exposure Curves in Rats Using Machine Learning from the Chemical Structure. April 12, 2022
Bioinformatics | Computational Biology | Glycobiology LectinOracle: A Generalizable Deep Learning Model for Lectin-Glycan Binding Prediction. December 4, 2021
Cardiology | Computational Biology Extrapolation of Ventricular Activation Times From Sparse Electroanatomical Data Using Graph Convolutional Neural Networks. November 4, 2021
Oncology | Precision Medicine Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer. March 12, 2021
Computational Biology | Drug Development | Toxicology Large-Scale Modeling of Multispecies Acute Toxicity End Points Using Consensus of Multitask Deep Learning Methods. February 3, 2021