biostudies-otherUnknown20Zainab Ashimiyu-AbdusalamInternational journal of molecular sciencesE3170https://www.ebi.ac.uk/biostudies/studies/MODEL2406030003biostudies-other31261723Zainab Ashimiyu-AbdusalamMiquel Duran-FrigolafalseChi2019 - In Silico Prediction of PAMPA Effective Permeability Using a Two-QSAR Approach<p>The authors provide a dataset of 200 small molecules and their experimentally measured permeability in a PAMPA assay. Using this data, we have trained a model that predicts the logarithm of the effective permeability coefficient.</p><p><normal>Model Type:</normal> Predictive machine learning model.<br><normal>Model Relevance:</normal> Predicts pampa-permeability.<br><normal>Model Encoded by:</normal> Miquel Duran Frigola (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/eos97yu">https://github.com/ersilia-os/eos97yu</a></p><img src="https://www.ebi.ac.uk/biomodels/static-assets/images/ersilia-logo.png" alt="Ersilia Logo" width="150">2024-06-03T00:00:00Z2025-07-14T17:01:59.926Z2025-03-31T13:26:21.942ZMODEL2406030003001007200000090002305STATO:0000571STATO:000023731261723NCIT:C53237NCIT:C78542NCIT:C65172NCIT:C16309topic_3336topic_0154topic_3474data_1497CHEMINF:000018OBI_0200032PATO:0001578PATO:0001577PATO:0000970MI:2045#app1-ijms-20-03170eos97yu