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Prediction of Oral Bioavailability in Rats: Transferring Insights from in Vitro Correlations to (Deep) Machine Learning Models Using in Silico Model Outputs and Chemical Structure Parameters.
Schneckener S, Grimbs S, Hey J, Menz S, Osmers M, Schaper S, Hillisch A, Göller AH. Schneckener S, et al. Among authors: goller ah. J Chem Inf Model. 2019 Nov 25;59(11):4893-4905. doi: 10.1021/acs.jcim.9b00460. Epub 2019 Nov 12. J Chem Inf Model. 2019. PMID: 31714067
MELLODDY: Cross-pharma Federated Learning at Unprecedented Scale Unlocks Benefits in QSAR without Compromising Proprietary Information.
Heyndrickx W, Mervin L, Morawietz T, Sturm N, Friedrich L, Zalewski A, Pentina A, Humbeck L, Oldenhof M, Niwayama R, Schmidtke P, Fechner N, Simm J, Arany A, Drizard N, Jabal R, Afanasyeva A, Loeb R, Verma S, Harnqvist S, Holmes M, Pejo B, Telenczuk M, Holway N, Dieckmann A, Rieke N, Zumsande F, Clevert DA, Krug M, Luscombe C, Green D, Ertl P, Antal P, Marcus D, Do Huu N, Fuji H, Pickett S, Acs G, Boniface E, Beck B, Sun Y, Gohier A, Rippmann F, Engkvist O, Göller AH, Moreau Y, Galtier MN, Schuffenhauer A, Ceulemans H. Heyndrickx W, et al. Among authors: goller ah. J Chem Inf Model. 2024 Apr 8;64(7):2331-2344. doi: 10.1021/acs.jcim.3c00799. Epub 2023 Aug 29. J Chem Inf Model. 2024. PMID: 37642660 Free PMC article.
44 results