{"database":"biostudies-other","file_versions":[],"scores":null,"additional":{"omics_type":["Unknown"],"submitter":["Zainab Ashimiyu-Abdusalam"],"journal":["Bioinformatics"],"full_dataset_link":["https://www.ebi.ac.uk/biostudies/studies/MODEL2408070002"],"repository":["biostudies-other"],"additional_accession":["10.1101/2023.12.28.573531"],"pubmed_authors":["Dhanshree Arora","Zainab Ashimiyu-Abdusalam"]},"is_claimable":false,"name":"Swanson2023 - ADMET-AI: To evaluate the pharmacokinetics property of large-scale chemical libraries","description":"<p> A framework based on ensemble of five Chemprop-RDKit models, for fast batch prediction of ADMET properties of small molecules.</p><p><normal>Model Type:</normal> Predictive machine learning model.<br><normal>Model Relevance:</normal> Fast batch prediction for ADMET properties <br><normal>Model Encoded by:</normal>  Dhanshree (Ersilia)<br><normal>Metadata Submitted in BioModels by:</normal> Zainab Ashimiyu-Abdusalam</p><p>Implementation of this model code by <a href=\"https://ersilia.io/\">Ersilia</a> is available here: <br><a href=\"https://github.com/ersilia-os/eos7d58\">https://github.com/ersilia-os/eos7d58</a></p><img src=\"https://www.ebi.ac.uk/biomodels/static-assets/images/ersilia-logo.png\" alt=\"Ersilia Logo\" width=\"150\">","dates":{"release":"2024-08-07T00:00:00Z","modification":"2025-07-14T17:00:08.871Z","creation":"2025-03-31T13:27:56.263Z"},"accession":"MODEL2408070002","cross_references":{"mcro":["MCRO:0000026"],"edam":["topic_3336","topic_0154","topic_3474"],"go":["GO:1904480"],"efo":["EFO:0020927"],"unknown":["OBA_0000105","eos7d58","admet_ai","chemprop"],"bao":["0010193","0002130","0000009","0002305","0003041","0002117","0002775","0002499","0002256"],"stato":["STATO:0000274","STATO:0000564","STATO:0000037","STATO:0000201","STATO:0000415","STATO:0000031"],"pubmed":["38234753"],"ncit":["C26633","NCIT:C123937","NCIT:C17273","NCIT:C191645","NCIT:C176258","NCIT:C111373","NCIT:C14081","NCIT:C121777","C154407","NCIT:C27955","NCIT:C84427","NCIT:C92492","C17888","NCIT:C79372","NCIT:C79371","NCIT:C18218","NCIT:C155915","NCIT:C176811","NCIT:C120266","NCIT:C17429","NCIT:C114948","NCIT:C53237","NCIT:C105741","NCIT:C79369","C27990","NCIT:C17063","C15299","NCIT:C199688","NCIT:C70913","C79370","NCIT:C34077","NCIT:C13194","NCIT:C155923","NCIT:C70916","NCIT:C15492","NCIT:C16309","NCIT:C16307","C45329","NCIT:C18126"],"cheminf":["CHEMINF:000431","CHEMINF:001516","CHEMINF:000018","CHEMINF:001513","CHEMINF:000152"],"mi":["MI:2025","MI:2047","MI:2116","MI:2138","MI:2139","MI:2136"],"omit":["OMIT:0028678","OMIT:0028701","OMIT:0028710","OMIT:0027994"],"doi":["10.1101/2023.12.28.573531","10.5281/zenodo.10372418"]}}