Drug Discovery | Medicinal Chemistry Spectrum of deep learning algorithms in drug discovery. October 15, 2020
Cell Biology | Drug Discovery | Machine Learning High-content image generation for drug discovery using generative adversarial networks. September 25, 2020
Bioinformatics | Drug Discovery | Genetics DeepHE: Accurately predicting human essential genes based on deep learning. September 16, 2020
Drug Discovery | Machine Learning | Neurology Myelin Detection in Fluorescence Microscopy Images Using Machine Learning. September 15, 2020
Bioimaging | Drug Discovery | Pharmacology Quantifying drug tissue biodistribution by integrating high content screening with deep-learning analysis. September 2, 2020
Bioinformatics | Drug Discovery | Pharmacology Optimizing Pharmacokinetic Property Prediction Based on Integrated Datasets and a Deep Learning Approach. August 17, 2020
Bioinformatics | Drug Discovery Predicting Hot Spots Using a Deep Neural Network Approach. August 17, 2020
Drug Discovery | Molecular Biology | Pharmacogenomics Data Integration Using Advances in Machine Learning in Drug Discovery and Molecular Biology. August 17, 2020
Computational Chemistry | Drug Discovery | Pharmacology Structure-property relationships and machine learning models for addressing CYP3A4-mediated victim drug-drug interaction risk in drug discovery. August 15, 2020
Bioinformatics | Chemoinformatics | Computational Chemistry | Drug Discovery Predicting Small Molecule Transfer Free Energies by Combining Molecular Dynamics Simulations and Deep Learning. August 15, 2020
Bioinformatics | Chemoinformatics | Drug Discovery Improved Scaffold Hopping in Ligand-based Virtual Screening Using Neural Representation Learning. August 13, 2020
Bioinformatics | Drug Discovery | Pharmacology A deep learning framework for high-throughput mechanism-driven phenotype compound screening. August 4, 2020