Radiomics-Based Classification of Clear Cell Renal Cell Carcinoma ISUP Grade: A Machine Learning Approach with SHAP-Enhanced Explainability.
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| Title: | Radiomics-Based Classification of Clear Cell Renal Cell Carcinoma ISUP Grade: A Machine Learning Approach with SHAP-Enhanced Explainability. |
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| Authors: | Aymerich M; Diagnostic Imaging Research Group, Galicia Sur Health Research Institute, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain., García-Baizán A; Diagnostic Imaging Research Group, Galicia Sur Health Research Institute, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain.; Radiology Department, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain., Franco PN; Department of Diagnostic Radiology, IRCCS San Gerardo dei Tintori, Via Pergolesi 33, 20900 Monza, Italy., González M; Diagnostic Imaging Research Group, Galicia Sur Health Research Institute, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain., San Miguel Fraile P; Pathology Department, Hospital Universitario Álvaro Cunqueiro, 36312 Vigo, Spain., Ortiz-Rey JA; Pathology Department, Hospital Universitario Álvaro Cunqueiro, 36312 Vigo, Spain., Otero-García M; Diagnostic Imaging Research Group, Galicia Sur Health Research Institute, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain.; Radiology Department, Hospital Álvaro Cunqueiro, 36312 Vigo, Spain. |
| Source: | Diagnostics (Basel, Switzerland) [Diagnostics (Basel)] 2025 May 26; Vol. 15 (11). Date of Electronic Publication: 2025 May 26. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: MDPI AG Country of Publication: Switzerland NLM ID: 101658402 Publication Model: Electronic Cited Medium: Print ISSN: 2075-4418 (Print) Linking ISSN: 20754418 NLM ISO Abbreviation: Diagnostics (Basel) Subsets: PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2075-4418 |
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| DOI: | 10.3390/diagnostics15111337 |
