<HashMap><database>biostudies-other</database><scores/><additional><omics_type>Unknown</omics_type><volume>14</volume><submitter>Zainab Ashimiyu-Abdusalam</submitter><journal>Nature communications</journal><pagination>5736</pagination><species>Plasmodium falciparum (isolate K1 / Thailand)</species><full_dataset_link>https://www.ebi.ac.uk/biostudies/studies/MODEL2403270001</full_dataset_link><repository>biostudies-other</repository><additional_accession>37714843</additional_accession><pubmed_authors>Zainab Ashimiyu-Abdusalam</pubmed_authors><pubmed_authors>Miquel Duran-Frigola</pubmed_authors></additional><is_claimable>false</is_claimable><name>Turon2023 - H3D virtual screening models</name><description>&lt;p>The H3D virtual screening cascade contains models for Mycobacterium tuberculosis and Plasmodium falciparum IC50 predictions, as well as ADME, cytotoxicity, and solubility assays.&lt;/p>&lt;p>&lt;normal>Model Type:&lt;/normal> Predictive machine learning model.&lt;br>&lt;normal>Model Relevance:&lt;/normal> This panel of models provides predictions for the H3D virtual screening cascade.&lt;br>&lt;normal>Model Encoded by:&lt;/normal> Miquel Duran-Frigola (Ersilia)&lt;br>&lt;normal>Metadata Submitted in BioModels by:&lt;/normal> Zainab Ashimiyu-Abdusalam&lt;/p>&lt;p>Implementation of this model code by &lt;a href="https://ersilia.io/">Ersilia&lt;/a> is available here: &lt;br>&lt;a href="https://github.com/ersilia-os/eos7kpb">https://github.com/ersilia-os/eos7kpb&lt;/a>&lt;/p>&lt;img src="https://www.ebi.ac.uk/biomodels/static-assets/images/ersilia-logo.png" alt="Ersilia Logo" width="150"></description><dates><release>2024-03-27T00:00:00Z</release><modification>2025-07-14T17:03:14.944Z</modification><creation>2025-03-31T13:25:09.285Z</creation></dates><accession>MODEL2403270001</accession><cross_references><uberon>UBERON:0000178</uberon><edam>topic_3336</edam><edam>topic_0154</edam><edam>topic_3474</edam><chebi>CHEBI:38068</chebi><taxonomy>5839</taxonomy><taxonomy>9606</taxonomy><taxonomy>5843</taxonomy><taxonomy>83332</taxonomy><unknown>eos7kpb</unknown><unknown>scikit-learn</unknown><unknown>h3d-screening-cascade-models</unknown><efo>0001068</efo><efo>0005741</efo><bao>0010009</bao><bao>0013019</bao><bao>0000090</bao><bao>0010159</bao><bao>0010006</bao><bao>0010010</bao><bao>0010083</bao><bao>0000613</bao><bao>0000614</bao><bao>0000009</bao><bao>0002305</bao><bao>0002775</bao><bao>0002993</bao><stato>STATO:0000274</stato><stato>STATO:0000549</stato><stato>STATO:0000031</stato><pubmed>37714843</pubmed><ncit>NCIT:C3423</ncit><ncit>NCIT:C25161</ncit><ncit>NCIT:C78542</ncit><ncit>NCIT:C85871</ncit><ncit>NCIT:C16484</ncit><ncit>NCIT:C280</ncit><ncit>NCIT:C60819</ncit><ncit>NCIT:C16309</ncit><ncit>C154407</ncit><ncit>C45329</ncit><ncit>NCIT:C48181</ncit><cheminf>CHEMINF:000018</cheminf><obi>OBI_0200032</obi><bto>BTO:0000599</bto><bto>BTO:0003450</bto></cross_references></HashMap>