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YOLO-PeakDetect: A Convolutional Neural Network for Automatic Analysis of Irregular Bands in Gel Electrophoresis.

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Title: YOLO-PeakDetect: A Convolutional Neural Network for Automatic Analysis of Irregular Bands in Gel Electrophoresis.
Authors: Qi S; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China., Wang Y; School of Chemistry and Environmental Engineering, Shanghai Institute of Technology, Shanghai 200235, China., Wang Y; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China.; School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China., Zhang Q; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China., Tian Y; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China., Cao C; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.
Source: Analytical chemistry [Anal Chem] 2026 Mar 10; Vol. 98 (9), pp. 6962-6975. Date of Electronic Publication: 2026 Feb 27.
Publication Type: Journal Article; Research Support, Non-U.S. Gov't
Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0370536 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-6882 (Electronic) Linking ISSN: 00032700 NLM ISO Abbreviation: Anal Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: YOLO-PeakDetect: A Convolutional Neural Network for Automatic Analysis of Irregular Bands in Gel Electrophoresis.
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  Data: <searchLink fieldCode="AU" term="%22Qi+S%22">Qi S</searchLink>; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; School of Chemistry and Environmental Engineering, Shanghai Institute of Technology, Shanghai 200235, China.<br /><searchLink fieldCode="AU" term="%22Wang+Y%22">Wang Y</searchLink>; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China.; School of Physics and Astronomy, Shanghai Jiao Tong University, Shanghai 200240, China.<br /><searchLink fieldCode="AU" term="%22Zhang+Q%22">Zhang Q</searchLink>; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China.<br /><searchLink fieldCode="AU" term="%22Tian+Y%22">Tian Y</searchLink>; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.; Joint Centre of Biochine-Shanghai Jiao Tong University, Shanghai Jiao Tong University, Shanghai 200240, China.<br /><searchLink fieldCode="AU" term="%22Cao+C%22">Cao C</searchLink>; School of Automation and Intelligence Sensing, Shanghai Jiao Tong University, Shanghai 200240, China.
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  Data: <searchLink fieldCode="JN" term="%220370536%22">Analytical chemistry</searchLink> [Anal Chem] 2026 Mar 10; Vol. 98 (9), pp. 6962-6975. <i>Date of Electronic Publication: </i>2026 Feb 27.
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      – Type: doi
        Value: 10.1021/acs.analchem.5c07582
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      – Code: eng
        Text: English
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        StartPage: 6962
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      – TitleFull: YOLO-PeakDetect: A Convolutional Neural Network for Automatic Analysis of Irregular Bands in Gel Electrophoresis.
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              Text: 2026 Mar 10
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              Value: 98
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              Value: 9
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