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A synergistic deep learning and machine learning framework for screening heterocyclic compounds against ALDH1A1.

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Title: A synergistic deep learning and machine learning framework for screening heterocyclic compounds against ALDH1A1.
Authors: Cho SC; Department of Biological Sciences and Technology, National University of Tainan, 33, Sec. 2, Shu-Lin St., West Central Dist., Tainan City, 700, Taiwan, ROC., Wang YW; Department of Food Safety Hygiene and Risk Management, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan, ROC., Chu CA; Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng Li Road, Tainan City, 704302, Taiwan, ROC., Huang MC; Department of Biological Sciences and Technology, National University of Tainan, 33, Sec. 2, Shu-Lin St., West Central Dist., Tainan City, 700, Taiwan, ROC., Pangging M; Research School of Biology, Australian National University, Canberra, ACT, 2601, Australia., Lee CT; Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng Li Road, Tainan City, 704302, Taiwan, ROC. lcta@mail.ncku.edu.tw.
Source: Molecular diversity [Mol Divers] 2026 Jul 30. Date of Electronic Publication: 2026 Jul 30.
Publication Type: Journal Article
Journal Info: Publisher: ESCOM Science Publishers Country of Publication: Netherlands NLM ID: 9516534 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1573-501X (Electronic) Linking ISSN: 13811991 NLM ISO Abbreviation: Mol Divers Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Cho+SC%22">Cho SC</searchLink>; Department of Biological Sciences and Technology, National University of Tainan, 33, Sec. 2, Shu-Lin St., West Central Dist., Tainan City, 700, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Wang+YW%22">Wang YW</searchLink>; Department of Food Safety Hygiene and Risk Management, College of Medicine, National Cheng Kung University, No.1, University Road, Tainan City, 701, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Chu+CA%22">Chu CA</searchLink>; Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng Li Road, Tainan City, 704302, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Huang+MC%22">Huang MC</searchLink>; Department of Biological Sciences and Technology, National University of Tainan, 33, Sec. 2, Shu-Lin St., West Central Dist., Tainan City, 700, Taiwan, ROC.<br /><searchLink fieldCode="AU" term="%22Pangging+M%22">Pangging M</searchLink>; Research School of Biology, Australian National University, Canberra, ACT, 2601, Australia.<br /><searchLink fieldCode="AU" term="%22Lee+CT%22">Lee CT</searchLink>; Department of Pathology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, No.138, Sheng Li Road, Tainan City, 704302, Taiwan, ROC. lcta@mail.ncku.edu.tw.
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  Data: <searchLink fieldCode="JN" term="%229516534%22">Molecular diversity</searchLink> [Mol Divers] 2026 Jul 30. <i>Date of Electronic Publication: </i>2026 Jul 30.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22ESCOM+Science+Publishers%22">ESCOM Science Publishers </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>9516534 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1573-501X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2213811991%22">13811991 </searchLink><i>NLM ISO Abbreviation: </i>Mol Divers <i>Subsets: </i>MEDLINE
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        Value: 10.1007/s11030-026-11682-4
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              Text: 2026 Jul 30
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