Spatial metabolomics combined with machine learning in colon cancer diagnosis research

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Bibliographic Details
Main Authors: Ling Weng, Huanhuan Wang, Chunxiang Zhai, Qi Wang, Yanyan Guo, Ziyi Zhong, Chenying Ma, Jing Wang
Format: Article
Language:English
Published: Elsevier 2025-08-01
Series:Journal of Pharmaceutical Analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2095177925001844
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author Ling Weng
Huanhuan Wang
Chunxiang Zhai
Qi Wang
Yanyan Guo
Ziyi Zhong
Chenying Ma
Jing Wang
author_facet Ling Weng
Huanhuan Wang
Chunxiang Zhai
Qi Wang
Yanyan Guo
Ziyi Zhong
Chenying Ma
Jing Wang
author_sort Ling Weng
collection DOAJ
format Article
id doaj-art-6a426b7d68f3418fb7e8d3f0a9dd962d
institution Kabale University
issn 2095-1779
language English
publishDate 2025-08-01
publisher Elsevier
record_format Article
series Journal of Pharmaceutical Analysis
spelling doaj-art-6a426b7d68f3418fb7e8d3f0a9dd962d2025-08-23T04:48:01ZengElsevierJournal of Pharmaceutical Analysis2095-17792025-08-0115810136710.1016/j.jpha.2025.101367Spatial metabolomics combined with machine learning in colon cancer diagnosis researchLing Weng0Huanhuan Wang1Chunxiang Zhai2Qi Wang3Yanyan Guo4Ziyi Zhong5Chenying Ma6Jing Wang7Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China; School of Pharmacy, Nanjing University of Traditional Medicine, Nanjing, 210023, ChinaSchool of Pharmacy, Nanjing University of Traditional Medicine, Nanjing, 210023, ChinaSchool of Pharmacy, Nanjing University of Traditional Medicine, Nanjing, 210023, ChinaSchool of Pharmacy, Nanjing University of Traditional Medicine, Nanjing, 210023, ChinaSchool of Pharmacy, Nanjing University of Traditional Medicine, Nanjing, 210023, ChinaSchool of Pharmacy, Nanjing University of Traditional Medicine, Nanjing, 210023, ChinaDepartment of Radiation Oncology First Affiliated Hospital of Soochow University, Suzhou, 215006, ChinaAffiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China; Corresponding author.http://www.sciencedirect.com/science/article/pii/S2095177925001844
spellingShingle Ling Weng
Huanhuan Wang
Chunxiang Zhai
Qi Wang
Yanyan Guo
Ziyi Zhong
Chenying Ma
Jing Wang
Spatial metabolomics combined with machine learning in colon cancer diagnosis research
Journal of Pharmaceutical Analysis
title Spatial metabolomics combined with machine learning in colon cancer diagnosis research
title_full Spatial metabolomics combined with machine learning in colon cancer diagnosis research
title_fullStr Spatial metabolomics combined with machine learning in colon cancer diagnosis research
title_full_unstemmed Spatial metabolomics combined with machine learning in colon cancer diagnosis research
title_short Spatial metabolomics combined with machine learning in colon cancer diagnosis research
title_sort spatial metabolomics combined with machine learning in colon cancer diagnosis research
url http://www.sciencedirect.com/science/article/pii/S2095177925001844
work_keys_str_mv AT lingweng spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT huanhuanwang spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT chunxiangzhai spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT qiwang spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT yanyanguo spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT ziyizhong spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT chenyingma spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch
AT jingwang spatialmetabolomicscombinedwithmachinelearningincoloncancerdiagnosisresearch