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Lung cancer diagnosis through extracellular vesicle analysis using label-free surface-enhanced Raman spectroscopy coupled with machine learning.

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Title: Lung cancer diagnosis through extracellular vesicle analysis using label-free surface-enhanced Raman spectroscopy coupled with machine learning.
Authors: Liu HS; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China., Ye KW; Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou 510120, China., Liu J; Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou 510120, China., Jiang JK; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China., Jian YF; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China., Chen DM; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China., Kang C; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China., Qiu L; Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou 510120, China., Liu YJ; Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, the NMPA and State Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou 511436, China.
Source: Theranostics [Theranostics] 2025 Jun 23; Vol. 15 (15), pp. 7545-7566. Date of Electronic Publication: 2025 Jun 23 (Print Publication: 2025).
Publication Type: Journal Article
Journal Info: Publisher: Ivyspring International Publisher Country of Publication: Australia NLM ID: 101552395 Publication Model: eCollection Cited Medium: Internet ISSN: 1838-7640 (Electronic) Linking ISSN: 18387640 NLM ISO Abbreviation: Theranostics Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Lung cancer diagnosis through extracellular vesicle analysis using label-free surface-enhanced Raman spectroscopy coupled with machine learning.
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  Data: <searchLink fieldCode="AU" term="%22Liu+HS%22">Liu HS</searchLink>; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China.<br /><searchLink fieldCode="AU" term="%22Ye+KW%22">Ye KW</searchLink>; Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou 510120, China.<br /><searchLink fieldCode="AU" term="%22Liu+J%22">Liu J</searchLink>; Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou 510120, China.<br /><searchLink fieldCode="AU" term="%22Jiang+JK%22">Jiang JK</searchLink>; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China.<br /><searchLink fieldCode="AU" term="%22Jian+YF%22">Jian YF</searchLink>; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China.<br /><searchLink fieldCode="AU" term="%22Chen+DM%22">Chen DM</searchLink>; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China.<br /><searchLink fieldCode="AU" term="%22Kang+C%22">Kang C</searchLink>; School of Chemistry and Chemical Engineering, Guizhou University, Guiyang 550025, China.<br /><searchLink fieldCode="AU" term="%22Qiu+L%22">Qiu L</searchLink>; Department of Thoracic Surgery and Oncology, the First Affiliated Hospital of Guangzhou Medical University, State Key Laboratory of Respiratory Disease & National Clinical Research Center for Respiratory Disease, Guangzhou 510120, China.<br /><searchLink fieldCode="AU" term="%22Liu+YJ%22">Liu YJ</searchLink>; Guangzhou Municipal and Guangdong Provincial Key Laboratory of Molecular Target & Clinical Pharmacology, the NMPA and State Key Laboratory of Respiratory Disease, School of Pharmaceutical Sciences, Guangzhou Medical University, Guangzhou 511436, China.
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  Data: <searchLink fieldCode="JN" term="%22101552395%22">Theranostics</searchLink> [Theranostics] 2025 Jun 23; Vol. 15 (15), pp. 7545-7566. <i>Date of Electronic Publication: </i>2025 Jun 23 (<i>Print Publication: </i>2025).
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Ivyspring+International+Publisher%22">Ivyspring International Publisher </searchLink><i>Country of Publication: </i>Australia <i>NLM ID: </i>101552395 <i>Publication Model: </i>eCollection <i>Cited Medium: </i>Internet <i>ISSN: </i>1838-7640 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2218387640%22">18387640 </searchLink><i>NLM ISO Abbreviation: </i>Theranostics <i>Subsets: </i>MEDLINE
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        Value: 10.7150/thno.110178
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      – Code: eng
        Text: English
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            – D: 23
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              Text: 2025 Jun 23
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