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Hybrid CQD sensors for food safety: MOF/MIP composites, AI integration, and real-matrix performance.

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Title: Hybrid CQD sensors for food safety: MOF/MIP composites, AI integration, and real-matrix performance.
Authors: Berdimurodov E; Faculty of Chemistry, National University of Uzbekistan, Tashkent, 100034, Uzbekistan; University of Tashkent for Applied Sciences, Str. Gavhar 1, Tashkent, 100149, Uzbekistan; School of Engineering, Central Asian University, Tashkent, 111221, Uzbekistan. Electronic address: elyor170690@gmail.com., Borikhonov B; Faculty of Chemistry and Biology, Karshi State University, Karshi City, Uzbekistan., Berdimuradov K; Shahrisabz Faculty of Food Engineering, Karshi State Technical University, Karshi, Uzbekistan., Tursunov N; Materials Science in Mechanical Engineering, Tashkent State Transport University, Tashkent, Uzbekistan., Khasanov B; Machine Building Technology, Andijan State Technical Institute, Andijan, Uzbekistan., Sobirova F; Department of Pharmacy and Chemistry, Alfraganus University, Tashkent, 100190, Uzbekistan., Ishankulov A; Chemistry Department, Kimyo International University in Tashkent Branch Samarkand, Samarkand City, Uzbekistan., Rashidova K; Jizzakh State Pedagogical University, Jizzakh, Uzbekistan., Anadebe VC; Department of Chemical Engineering, Alex Ekwueme Federal University Ndufu Alike, PMB 1010, Abakaliki, Ebonyi State, Nigeria., Elangovan N; Centre for Global Health Research, Saveetha Medical College, Saveetha Institute of Medical and Technical Sciences, Chennai, 602105, India., Eshmetov R; Natural Sciences, Ma'mun University, Khiva, Uzbekistan., Radjabov M; Department of Food Technology, Urgench State University named after Abu Rayhan Biruni, Urgench City, 220100, Uzbekistan.
Source: Talanta [Talanta] 2026 Jun 26; Vol. 311, pp. 130156. Date of Electronic Publication: 2026 Jun 26.
Publication Type: Journal Article; Review
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 2984816R Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3573 (Electronic) Linking ISSN: 00399140 NLM ISO Abbreviation: Talanta Subsets: MEDLINE
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  Data: Hybrid CQD sensors for food safety: MOF/MIP composites, AI integration, and real-matrix performance.
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  Data: <searchLink fieldCode="AU" term="%22Berdimurodov+E%22">Berdimurodov E</searchLink>; Faculty of Chemistry, National University of Uzbekistan, Tashkent, 100034, Uzbekistan; University of Tashkent for Applied Sciences, Str. Gavhar 1, Tashkent, 100149, Uzbekistan; School of Engineering, Central Asian University, Tashkent, 111221, Uzbekistan. Electronic address: elyor170690@gmail.com.<br /><searchLink fieldCode="AU" term="%22Borikhonov+B%22">Borikhonov B</searchLink>; Faculty of Chemistry and Biology, Karshi State University, Karshi City, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Berdimuradov+K%22">Berdimuradov K</searchLink>; Shahrisabz Faculty of Food Engineering, Karshi State Technical University, Karshi, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Tursunov+N%22">Tursunov N</searchLink>; Materials Science in Mechanical Engineering, Tashkent State Transport University, Tashkent, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Khasanov+B%22">Khasanov B</searchLink>; Machine Building Technology, Andijan State Technical Institute, Andijan, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Sobirova+F%22">Sobirova F</searchLink>; Department of Pharmacy and Chemistry, Alfraganus University, Tashkent, 100190, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Ishankulov+A%22">Ishankulov A</searchLink>; Chemistry Department, Kimyo International University in Tashkent Branch Samarkand, Samarkand City, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Rashidova+K%22">Rashidova K</searchLink>; Jizzakh State Pedagogical University, Jizzakh, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Anadebe+VC%22">Anadebe VC</searchLink>; Department of Chemical Engineering, Alex Ekwueme Federal University Ndufu Alike, PMB 1010, Abakaliki, Ebonyi State, Nigeria.<br /><searchLink fieldCode="AU" term="%22Elangovan+N%22">Elangovan N</searchLink>; Centre for Global Health Research, Saveetha Medical College, Saveetha Institute of Medical and Technical Sciences, Chennai, 602105, India.<br /><searchLink fieldCode="AU" term="%22Eshmetov+R%22">Eshmetov R</searchLink>; Natural Sciences, Ma'mun University, Khiva, Uzbekistan.<br /><searchLink fieldCode="AU" term="%22Radjabov+M%22">Radjabov M</searchLink>; Department of Food Technology, Urgench State University named after Abu Rayhan Biruni, Urgench City, 220100, Uzbekistan.
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  Data: <searchLink fieldCode="JN" term="%222984816R%22">Talanta</searchLink> [Talanta] 2026 Jun 26; Vol. 311, pp. 130156. <i>Date of Electronic Publication: </i>2026 Jun 26.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Elsevier%22">Elsevier </searchLink><i>Country of Publication: </i>Netherlands <i>NLM ID: </i>2984816R <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1873-3573 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2200399140%22">00399140 </searchLink><i>NLM ISO Abbreviation: </i>Talanta <i>Subsets: </i>MEDLINE
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