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Predicting resistance to neoadjuvant chemotherapy in osteosarcoma using machine learning with clinical data and T2-weighted MRI radiomics.

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Title: Predicting resistance to neoadjuvant chemotherapy in osteosarcoma using machine learning with clinical data and T2-weighted MRI radiomics.
Authors: Inkeaw P; Data Science Research Center, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand.; Global Health and Chronic Conditions Research Group, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Department of Computer Science, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand., Pruksakorn D; Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand., Angkurawaranon S; Global Health and Chronic Conditions Research Group, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand., Morakote W; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand., Boonsri P; Department of Radiology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand., Phettom R; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand., Kanthawang T; Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand. thanatkanthawang@gmail.com.; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand. thanatkanthawang@gmail.com.
Source: European radiology experimental [Eur Radiol Exp] 2026 May 20; Vol. 10 (1). Date of Electronic Publication: 2026 May 20.
Publication Type: Journal Article
Journal Info: Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Predicting resistance to neoadjuvant chemotherapy in osteosarcoma using machine learning with clinical data and T2-weighted MRI radiomics.
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  Data: <searchLink fieldCode="AU" term="%22Inkeaw+P%22">Inkeaw P</searchLink>; Data Science Research Center, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand.; Global Health and Chronic Conditions Research Group, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Department of Computer Science, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand.<br /><searchLink fieldCode="AU" term="%22Pruksakorn+D%22">Pruksakorn D</searchLink>; Department of Orthopedics, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.<br /><searchLink fieldCode="AU" term="%22Angkurawaranon+S%22">Angkurawaranon S</searchLink>; Global Health and Chronic Conditions Research Group, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.<br /><searchLink fieldCode="AU" term="%22Morakote+W%22">Morakote W</searchLink>; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.<br /><searchLink fieldCode="AU" term="%22Boonsri+P%22">Boonsri P</searchLink>; Department of Radiology, Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand.<br /><searchLink fieldCode="AU" term="%22Phettom+R%22">Phettom R</searchLink>; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.<br /><searchLink fieldCode="AU" term="%22Kanthawang+T%22">Kanthawang T</searchLink>; Center of Multidisciplinary Technology for Advanced Medicine (CMUTEAM), Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand. thanatkanthawang@gmail.com.; Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand. thanatkanthawang@gmail.com.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22SpringerOpen%22">SpringerOpen </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101721752 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2509-9280 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2225099280%22">25099280 </searchLink><i>NLM ISO Abbreviation: </i>Eur Radiol Exp <i>Subsets: </i>MEDLINE
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      – TitleFull: Predicting resistance to neoadjuvant chemotherapy in osteosarcoma using machine learning with clinical data and T2-weighted MRI radiomics.
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              Text: 2026 May 20
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