UGP-RAP: A DI-QDa-MS powered deep learning platform for automated identification of ultrafine granular powders.

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Title: UGP-RAP: A DI-QDa-MS powered deep learning platform for automated identification of ultrafine granular powders.
Authors: Huang F; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Li ZW; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Wang JW; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Zhang MJ; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China., Xia TY; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Wang GY; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Zhang DD; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Liu XK; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., An YL; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China., Zhang QL; Zhongshan Zhongzhi Pharmaceutical Group Co., Ltd., Zhongshan, Guangdong, 528437, China., Peng LH; Zhongshan Zhongzhi Pharmaceutical Group Co., Ltd., Zhongshan, Guangdong, 528437, China., Qiao WL; Zhongshan Zhongzhi Pharmaceutical Group Co., Ltd., Zhongshan, Guangdong, 528437, China., Guo DA; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China; Shanghai Academy of International Standardization for Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China. Electronic address: daguo@shutcm.edu.cn.
Source: Phytomedicine : international journal of phytotherapy and phytopharmacology [Phytomedicine] 2026 Aug; Vol. 158, pp. 158387. Date of Electronic Publication: 2026 Jun 06.
Publication Type: Journal Article
Journal Info: Publisher: Urban & Fischer Verlag Country of Publication: Germany NLM ID: 9438794 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1618-095X (Electronic) Linking ISSN: 09447113 NLM ISO Abbreviation: Phytomedicine Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: UGP-RAP: A DI-QDa-MS powered deep learning platform for automated identification of ultrafine granular powders.
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  Data: <searchLink fieldCode="AU" term="%22Huang+F%22">Huang F</searchLink>; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Li+ZW%22">Li ZW</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Wang+JW%22">Wang JW</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Zhang+MJ%22">Zhang MJ</searchLink>; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China.<br /><searchLink fieldCode="AU" term="%22Xia+TY%22">Xia TY</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Wang+GY%22">Wang GY</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Zhang+DD%22">Zhang DD</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Liu+XK%22">Liu XK</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22An+YL%22">An YL</searchLink>; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China.<br /><searchLink fieldCode="AU" term="%22Zhang+QL%22">Zhang QL</searchLink>; Zhongshan Zhongzhi Pharmaceutical Group Co., Ltd., Zhongshan, Guangdong, 528437, China.<br /><searchLink fieldCode="AU" term="%22Peng+LH%22">Peng LH</searchLink>; Zhongshan Zhongzhi Pharmaceutical Group Co., Ltd., Zhongshan, Guangdong, 528437, China.<br /><searchLink fieldCode="AU" term="%22Qiao+WL%22">Qiao WL</searchLink>; Zhongshan Zhongzhi Pharmaceutical Group Co., Ltd., Zhongshan, Guangdong, 528437, China.<br /><searchLink fieldCode="AU" term="%22Guo+DA%22">Guo DA</searchLink>; School of Chinese Materia Medica, Nanjing University of Chinese Medicine, Nanjing, 210023, China; Zhongshan Institute for Drug Discovery, Shanghai Institute of Materia Medica, Chinese Academy of Science, Zhongshan, Guangdong, 528400, China; Shanghai Academy of International Standardization for Traditional Chinese Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai, 201203, China. Electronic address: daguo@shutcm.edu.cn.
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  Data: <searchLink fieldCode="JN" term="%229438794%22">Phytomedicine : international journal of phytotherapy and phytopharmacology</searchLink> [Phytomedicine] 2026 Aug; Vol. 158, pp. 158387. <i>Date of Electronic Publication: </i>2026 Jun 06.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Urban+%26+Fischer+Verlag%22">Urban & Fischer Verlag </searchLink><i>Country of Publication: </i>Germany <i>NLM ID: </i>9438794 <i>Publication Model: </i>Print-Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>1618-095X (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2209447113%22">09447113 </searchLink><i>NLM ISO Abbreviation: </i>Phytomedicine <i>Subsets: </i>MEDLINE
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        Value: 10.1016/j.phymed.2026.158387
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        Text: English
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            – D: 01
              M: 08
              Text: 2026 Aug
              Type: published
              Y: 2026
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