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Radiomics-based prediction of microsatellite instability in colorectal cancer: a non-invasive approach to treatment stratification.

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Title: Radiomics-based prediction of microsatellite instability in colorectal cancer: a non-invasive approach to treatment stratification.
Authors: Mallardi D; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy. mallardidav@gmail.com., Danti G; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Galluzzo A; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Calistri L; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Cozzi D; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Lavacchi D; Clinical Oncology Unit, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Rossini D; Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.; Department of Health Science, University of Florence, Largo Brambilla 3, 50139, Florence, Italy., Antonuzzo L; Clinical Oncology Unit, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.; Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.; Medical Oncology Unit, Careggi University Hospital, Largo Brambilla 3, 50139, Florence, Italy., Paolucci S; Department of Health Physics, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Busoni S; Department of Health Physics, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Castiglione F; Pathology Unit, Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy., Messerini L; Pathology Unit, Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy., Cianchi F; Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.; Unit of Digestive Surgery, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy., Miele V; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.; Department of Experimental and Clinical Biomedical Sciences 'Mario Serio', University of Florence, Largo Brambilla 3, Florence, Italy.
Source: La Radiologia medica [Radiol Med] 2025 Nov; Vol. 130 (11), pp. 1731-1741. Date of Electronic Publication: 2025 Sep 02.
Publication Type: Journal Article
Journal Info: Publisher: Springer Milan Country of Publication: Italy NLM ID: 0177625 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1826-6983 (Electronic) Linking ISSN: 00338362 NLM ISO Abbreviation: Radiol Med Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: Radiomics-based prediction of microsatellite instability in colorectal cancer: a non-invasive approach to treatment stratification.
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  Data: <searchLink fieldCode="AU" term="%22Mallardi+D%22">Mallardi D</searchLink>; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy. mallardidav@gmail.com.<br /><searchLink fieldCode="AU" term="%22Danti+G%22">Danti G</searchLink>; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Galluzzo+A%22">Galluzzo A</searchLink>; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Calistri+L%22">Calistri L</searchLink>; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Cozzi+D%22">Cozzi D</searchLink>; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Lavacchi+D%22">Lavacchi D</searchLink>; Clinical Oncology Unit, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Rossini+D%22">Rossini D</searchLink>; Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.; Department of Health Science, University of Florence, Largo Brambilla 3, 50139, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Antonuzzo+L%22">Antonuzzo L</searchLink>; Clinical Oncology Unit, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.; Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.; Medical Oncology Unit, Careggi University Hospital, Largo Brambilla 3, 50139, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Paolucci+S%22">Paolucci S</searchLink>; Department of Health Physics, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Busoni+S%22">Busoni S</searchLink>; Department of Health Physics, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Castiglione+F%22">Castiglione F</searchLink>; Pathology Unit, Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Messerini+L%22">Messerini L</searchLink>; Pathology Unit, Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Cianchi+F%22">Cianchi F</searchLink>; Department of Experimental and Clinical Medicine, University of Florence, Largo Brambilla 3, 50134, Florence, Italy.; Unit of Digestive Surgery, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.<br /><searchLink fieldCode="AU" term="%22Miele+V%22">Miele V</searchLink>; Department of Radiology, Careggi University Hospital, Largo Brambilla 3, 50134, Florence, Italy.; Department of Experimental and Clinical Biomedical Sciences 'Mario Serio', University of Florence, Largo Brambilla 3, Florence, Italy.
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