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- Currently displaying 1 - 20 of 575 publications
Cell Painting: a decade of discovery and innovation in cellular imaging.
– Nature methods
(2024)
22,
254
(doi: 10.1038/s41592-024-02528-8)
Graph neural processes for molecules: an evaluation on docking scores and strategies to improve generalization
– Journal of Cheminformatics
(2024)
16,
115
(doi: 10.1186/s13321-024-00904-2)
An Open-Source Implementation of the Scaffold Identification and Naming System (SCINS) and Example Applications.
– Journal of chemical information and modeling
(2024)
64,
7905
(doi: 10.1021/acs.jcim.4c01314)
Modelling fitness and stability of G protein-coupled receptor variants
(2024)
(doi: 10.17863/CAM.115724)
Prediction of Inhibitory Activity against the MATE1 Transporter via Combined Fingerprint- and Physics-Based Machine Learning Models
– J Chem Inf Model
(2024)
64,
7068
(doi: 10.1021/acs.jcim.4c00921)
Using Cell Painting and Chemical Data for Small-molecule Bioactivity and Toxicity Prediction
(2024)
(doi: 10.17863/CAM.113032)
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted In Vivo and In Vitro Data.
– Chemical research in toxicology
(2024)
37,
1290
Step Forward Cross Validation for Bioactivity Prediction: Out of Distribution Validation in Drug Discovery
(2024)
(doi: 10.1101/2024.07.02.601740)
Calibrated prediction of scarce adverse drug reaction labels with conditional neural processes
(2024)
(doi: 10.1101/2024.06.07.598036)
Improved Detection of Drug-Induced Liver Injury by Integrating Predicted in vivo and in vitro Data.
(2024)
(doi: 10.1101/2024.01.10.575128)
MolScore: a scoring, evaluation and benchmarking framework for generative models in de novo drug design
– Journal of Cheminformatics
(2024)
16,
64
(doi: 10.1186/s13321-024-00861-w)
A Decade in a Systematic Review: The Evolution and Impact of Cell Painting
(2024)
(doi: 10.1101/2024.05.04.592531)
A Decade in a Systematic Review: The Evolution and Impact of Cell Painting
(2024)
(doi: 10.48550/arxiv.2405.02767)
A Decade in a Systematic Review: The Evolution and Impact of Cell Painting.
– ArXiv
(2024)
PromptSMILES: Prompting for scaffold decoration and fragment linking in chemical language models
(2024)
(doi: 10.26434/chemrxiv-2024-z5jnt)
MolScore: A scoring and evaluation framework for de novo drug design
(2024)
PKSmart: An Open-Source Computational Model to Predict in vivo Pharmacokinetics of Small Molecules
(2024)
(doi: 10.1101/2024.02.02.578658)
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA DICTrank
– Journal of chemical information and modeling
(2024)
64,
1172
(doi: 10.1021/acs.jcim.3c01834)