Contrast-enhanced mammography-based interpretable machine learning model for the prediction of the molecular subtype breast cancers.

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Title: Contrast-enhanced mammography-based interpretable machine learning model for the prediction of the molecular subtype breast cancers.
Authors: Ma M; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Xu W; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Yang J; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Zheng B; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Wen C; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Wang S; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Xu Z; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China., Qin G; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China. zealotq@smu.edu.cn., Chen W; Department of Radiology, Nanfang Hospital, Southern Medical University, Guangzhou, Guangdong, 510515, China. chen1999@smu.edu.cn.
Source: BMC medical imaging [BMC Med Imaging] 2025 Jul 01; Vol. 25 (1), pp. 255. Date of Electronic Publication: 2025 Jul 01.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100968553 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2342 (Electronic) Linking ISSN: 14712342 NLM ISO Abbreviation: BMC Med Imaging Subsets: MEDLINE
Database: MEDLINE Ultimate
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ISSN:1471-2342
DOI:10.1186/s12880-025-01765-3