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Machine learning-assisted detection of single-point mutations via DNA-templated gold nanoparticle growth.

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Title: Machine learning-assisted detection of single-point mutations via DNA-templated gold nanoparticle growth.
Authors: Matulakul P; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th., Phanchai W; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th., Thonghlueng J; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th., Kasemsuk N; Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA., Panitanarak U; Department of Biostatistics, Faculty of Public Health, Mahidol University, Bangkok 10400, Thailand., Srisodaphol W; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand., Wiratchawa K; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand., Wanna Y; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand., Intharah T; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand., Namdee K; National Nanotechnology Centre, National Science and Technology Development Agency, Klong Luang, Pathumthani 12120, Thailand., Sakonsinsiri C; Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand., Puangmali T; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th.
Source: Nanoscale [Nanoscale] 2025 Sep 18; Vol. 17 (36), pp. 21042-21055. Date of Electronic Publication: 2025 Sep 18.
Publication Type: Journal Article
Journal Info: Publisher: RSC Pub Country of Publication: England NLM ID: 101525249 Publication Model: Electronic Cited Medium: Internet ISSN: 2040-3372 (Electronic) Linking ISSN: 20403364 NLM ISO Abbreviation: Nanoscale Subsets: MEDLINE
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  Data: Machine learning-assisted detection of single-point mutations via DNA-templated gold nanoparticle growth.
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  Data: <searchLink fieldCode="AU" term="%22Matulakul+P%22">Matulakul P</searchLink>; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th.<br /><searchLink fieldCode="AU" term="%22Phanchai+W%22">Phanchai W</searchLink>; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th.<br /><searchLink fieldCode="AU" term="%22Thonghlueng+J%22">Thonghlueng J</searchLink>; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th.<br /><searchLink fieldCode="AU" term="%22Kasemsuk+N%22">Kasemsuk N</searchLink>; Department of Biomedical Engineering, Columbia University, New York, NY 10027, USA.<br /><searchLink fieldCode="AU" term="%22Panitanarak+U%22">Panitanarak U</searchLink>; Department of Biostatistics, Faculty of Public Health, Mahidol University, Bangkok 10400, Thailand.<br /><searchLink fieldCode="AU" term="%22Srisodaphol+W%22">Srisodaphol W</searchLink>; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand.<br /><searchLink fieldCode="AU" term="%22Wiratchawa+K%22">Wiratchawa K</searchLink>; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand.<br /><searchLink fieldCode="AU" term="%22Wanna+Y%22">Wanna Y</searchLink>; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand.<br /><searchLink fieldCode="AU" term="%22Intharah+T%22">Intharah T</searchLink>; Department of Statistics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand.<br /><searchLink fieldCode="AU" term="%22Namdee+K%22">Namdee K</searchLink>; National Nanotechnology Centre, National Science and Technology Development Agency, Klong Luang, Pathumthani 12120, Thailand.<br /><searchLink fieldCode="AU" term="%22Sakonsinsiri+C%22">Sakonsinsiri C</searchLink>; Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen 40002, Thailand.<br /><searchLink fieldCode="AU" term="%22Puangmali+T%22">Puangmali T</searchLink>; Department of Physics, Faculty of Science, Khon Kaen University, Khon Kaen 40002, Thailand. theerapong@kku.ac.th.
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  Data: <searchLink fieldCode="JN" term="%22101525249%22">Nanoscale</searchLink> [Nanoscale] 2025 Sep 18; Vol. 17 (36), pp. 21042-21055. <i>Date of Electronic Publication: </i>2025 Sep 18.
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