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G.AI.A: An Integrated Machine-Learning Platform for Predicting Bioaccumulation and Ecotoxicity of Pharmaceuticals.

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Title: G.AI.A: An Integrated Machine-Learning Platform for Predicting Bioaccumulation and Ecotoxicity of Pharmaceuticals.
Authors: Tsoukas E; Cloudpharm PC, Athens 15125, Greece., Papadourakis M; Cloudpharm PC, Athens 15125, Greece., Chontzopoulou E; Cloudpharm PC, Athens 15125, Greece., Vythoulkas S; Cloudpharm PC, Athens 15125, Greece., Didachos C; Cloudpharm PC, Athens 15125, Greece., Cavouras D; Department of Biomedical Engineering, University of West Attica, Egaleo 12243, Greece., Zoumpoulakis P; Cloudpharm PC, Athens 15125, Greece.; Department of Food Science and Technology, University of West Attica, Egaleo 12243, Greece., Matsoukas MT; Cloudpharm PC, Athens 15125, Greece.; Department of Biomedical Engineering, University of West Attica, Egaleo 12243, Greece.
Source: Journal of chemical information and modeling [J Chem Inf Model] 2026 Feb 09; Vol. 66 (3), pp. 1414-1428. Date of Electronic Publication: 2026 Jan 16.
Publication Type: Journal Article
Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: G.AI.A: An Integrated Machine-Learning Platform for Predicting Bioaccumulation and Ecotoxicity of Pharmaceuticals.
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  Data: <searchLink fieldCode="AU" term="%22Tsoukas+E%22">Tsoukas E</searchLink>; Cloudpharm PC, Athens 15125, Greece.<br /><searchLink fieldCode="AU" term="%22Papadourakis+M%22">Papadourakis M</searchLink>; Cloudpharm PC, Athens 15125, Greece.<br /><searchLink fieldCode="AU" term="%22Chontzopoulou+E%22">Chontzopoulou E</searchLink>; Cloudpharm PC, Athens 15125, Greece.<br /><searchLink fieldCode="AU" term="%22Vythoulkas+S%22">Vythoulkas S</searchLink>; Cloudpharm PC, Athens 15125, Greece.<br /><searchLink fieldCode="AU" term="%22Didachos+C%22">Didachos C</searchLink>; Cloudpharm PC, Athens 15125, Greece.<br /><searchLink fieldCode="AU" term="%22Cavouras+D%22">Cavouras D</searchLink>; Department of Biomedical Engineering, University of West Attica, Egaleo 12243, Greece.<br /><searchLink fieldCode="AU" term="%22Zoumpoulakis+P%22">Zoumpoulakis P</searchLink>; Cloudpharm PC, Athens 15125, Greece.; Department of Food Science and Technology, University of West Attica, Egaleo 12243, Greece.<br /><searchLink fieldCode="AU" term="%22Matsoukas+MT%22">Matsoukas MT</searchLink>; Cloudpharm PC, Athens 15125, Greece.; Department of Biomedical Engineering, University of West Attica, Egaleo 12243, Greece.
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  Data: <searchLink fieldCode="JN" term="%22101230060%22">Journal of chemical information and modeling</searchLink> [J Chem Inf Model] 2026 Feb 09; Vol. 66 (3), pp. 1414-1428. <i>Date of Electronic Publication: </i>2026 Jan 16.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22American+Chemical+Society%22">American Chemical Society </searchLink><i>Country of Publication: </i>United States <i>NLM ID: </i>101230060 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1549-960X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2215499596%22">15499596 </searchLink><i>NLM ISO Abbreviation: </i>J Chem Inf Model <i>Subsets: </i>MEDLINE
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        Value: 10.1021/acs.jcim.5c02286
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              Text: 2026 Feb 09
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              Y: 2026
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