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Interpretable Deep Learning Radiomics Model for Preoperative Prediction of High-Grade Soft Tissue Sarcomas: A Multicenter MRI Study.

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Title: Interpretable Deep Learning Radiomics Model for Preoperative Prediction of High-Grade Soft Tissue Sarcomas: A Multicenter MRI Study.
Authors: Yang M; Department of Medical Imaging, East Hospital, Tongji University, 150 Jimo Road, Pudong New Area, Shanghai, 200120, China.; Department of Radiology, Zhongda Hospital, Southeast University, Gulou District, 87 Dingjiaqiao Road, Nanjing, 210009, Jiangsu, China., Jin J; Department of Radiology, Zhongda Hospital, Southeast University, Gulou District, 87 Dingjiaqiao Road, Nanjing, 210009, Jiangsu, China., Wen R; School of Business, Nanjing University, Gulou District, 22 Hankou Road, Nanjing, 210093, Jiangsu, China. dz21020002@smail.nju.edu.cn.
Source: Journal of imaging informatics in medicine [J Imaging Inform Med] 2026 May 27. Date of Electronic Publication: 2026 May 27.
Publication Type: Journal Article
Journal Info: Publisher: Springer Nature Country of Publication: Switzerland NLM ID: 9918663679206676 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2948-2933 (Electronic) Linking ISSN: 29482925 NLM ISO Abbreviation: J Imaging Inform Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Yang+M%22">Yang M</searchLink>; Department of Medical Imaging, East Hospital, Tongji University, 150 Jimo Road, Pudong New Area, Shanghai, 200120, China.; Department of Radiology, Zhongda Hospital, Southeast University, Gulou District, 87 Dingjiaqiao Road, Nanjing, 210009, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Jin+J%22">Jin J</searchLink>; Department of Radiology, Zhongda Hospital, Southeast University, Gulou District, 87 Dingjiaqiao Road, Nanjing, 210009, Jiangsu, China.<br /><searchLink fieldCode="AU" term="%22Wen+R%22">Wen R</searchLink>; School of Business, Nanjing University, Gulou District, 22 Hankou Road, Nanjing, 210093, Jiangsu, China. dz21020002@smail.nju.edu.cn.
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        Value: 10.1007/s10278-026-02028-5
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      – Code: eng
        Text: English
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      – TitleFull: Interpretable Deep Learning Radiomics Model for Preoperative Prediction of High-Grade Soft Tissue Sarcomas: A Multicenter MRI Study.
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            NameFull: Yang M
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            – D: 27
              M: 05
              Text: 2026 May 27
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              Y: 2026
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