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Multimatrix QuantAI-LFIA: An On-Device Deep-Learning Biosensing Platform with Charge-Transfer-Active Labels for Intelligent Quantitative Analysis.

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Title: Multimatrix QuantAI-LFIA: An On-Device Deep-Learning Biosensing Platform with Charge-Transfer-Active Labels for Intelligent Quantitative Analysis.
Authors: Hu Q; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Li Q; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Zuo W; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Song J; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Nie Y; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Gu Z; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Di B; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China., Wang Z; State Key Laboratory of Veterinary Public Health and Safety, College of Veterinary Medicine, China Agricultural University, Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, Beijing 100193, China., Dai J; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.; MOE Joint International Research Laboratory of Animal Health and Food Safety, Key Laboratory of Animal Bacteriology, Ministry of Agriculture, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China., Ju Y; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.
Source: Analytical chemistry [Anal Chem] 2026 Jul 14; Vol. 98 (27), pp. 20176-20188. Date of Electronic Publication: 2026 Jun 30.
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: Multimatrix Quant<superscript>AI</superscript>-LFIA: An On-Device Deep-Learning Biosensing Platform with Charge-Transfer-Active Labels for Intelligent Quantitative Analysis.
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  Data: <searchLink fieldCode="AU" term="%22Hu+Q%22">Hu Q</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Li+Q%22">Li Q</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Zuo+W%22">Zuo W</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Song+J%22">Song J</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Nie+Y%22">Nie Y</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Gu+Z%22">Gu Z</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Di+B%22">Di B</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.<br /><searchLink fieldCode="AU" term="%22Wang+Z%22">Wang Z</searchLink>; State Key Laboratory of Veterinary Public Health and Safety, College of Veterinary Medicine, China Agricultural University, Beijing Key Laboratory of Detection Technology for Animal-Derived Food Safety, Beijing 100193, China.<br /><searchLink fieldCode="AU" term="%22Dai+J%22">Dai J</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.; MOE Joint International Research Laboratory of Animal Health and Food Safety, Key Laboratory of Animal Bacteriology, Ministry of Agriculture, College of Veterinary Medicine, Nanjing Agricultural University, Nanjing 210095, China.<br /><searchLink fieldCode="AU" term="%22Ju+Y%22">Ju Y</searchLink>; State Key Laboratory of Natural Medicines, College of Pharmacy, China Pharmaceutical University, Nanjing 211198, China.
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  Data: <searchLink fieldCode="JN" term="%220370536%22">Analytical chemistry</searchLink> [Anal Chem] 2026 Jul 14; Vol. 98 (27), pp. 20176-20188. <i>Date of Electronic Publication: </i>2026 Jun 30.
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        Value: 10.1021/acs.analchem.6c00994
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        Text: English
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        StartPage: 20176
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      – TitleFull: Multimatrix QuantAI-LFIA: An On-Device Deep-Learning Biosensing Platform with Charge-Transfer-Active Labels for Intelligent Quantitative Analysis.
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              Text: 2026 Jul 14
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