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X-rays radiomics-based machine learning classification of atypical cartilaginous tumour and high-grade chondrosarcoma of long bones.

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第一作者： Salvatore,Gitto

第一单位： IRCCS Istituto Ortopedico Galeazzi, Milan, Italy; Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milan, Italy.

作者： Salvatore,Gitto ^[1] ; Alessio,Annovazzi ^[2] ; Kitija,Nulle ^[3] ; Matteo,Interlenghi ^[4] ; Christian,Salvatore ^[5] ; Vincenzo,Anelli ^[6] ; Jacopo,Baldi ^[7] ; Carmelo,Messina ^[1] ; Domenico,Albano ^[8] ; Filippo,Di Luca ^[9] ; Elisabetta,Armiraglio ^[10] ; Antonina,Parafioriti ^[10] ; Alessandro,Luzzati ^[11] ; Roberto,Biagini ^[7] ; Isabella,Castiglioni ^[12] ; Luca Maria,Sconfienza ^[13]

作者单位： IRCCS Istituto Ortopedico Galeazzi, Milan, Italy; Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milan, Italy. ^[1] Nuclear Medicine Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy. ^[2] Radiology Department, Riga East Clinical University Hospital, Riga, Latvia. ^[3] DeepTrace Technologies s.r.l., Milan, Italy. ^[4] DeepTrace Technologies s.r.l., Milan, Italy; Department of Science, Technology and Society, University School for Advanced Studies IUSS Pavia, Pavia, Italy. ^[5] Radiology and Diagnostic Imaging Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy. ^[6] Oncological Orthopaedics Unit, IRCCS Regina Elena National Cancer Institute, Rome, Italy. ^[7] IRCCS Istituto Ortopedico Galeazzi, Milan, Italy; Dipartimento di Scienze Biomediche, Chirurgiche ed Odontoiatriche, Università degli Studi di Milano, Milan, Italy. ^[8] Scuola di Specializzazione in Radiodiagnostica, Università degli Studi di Milano, Milan, Italy. ^[9] UOC Anatomia Patologica, ASST Gaetano Pini - CTO, Milan, Italy. ^[10] IRCCS Istituto Ortopedico Galeazzi, Milan, Italy. ^[11] Department of Physics "G. Occhialini", Università degli Studi di Milano-Bicocca, Milan, Italy. ^[12] IRCCS Istituto Ortopedico Galeazzi, Milan, Italy; Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Milan, Italy. Electronic address: io@lucasconfienza.it. ^[13]

关键词 Artificial intelligence Atypical cartilaginous tumour Bone neoplasm Chondrosarcoma Radiomics

医学主题词人类(Humans);回顾性研究(Retrospective Studies);X线(X-Rays);骨肿瘤(Bone Neoplasms);软骨肉瘤(Chondrosarcoma);磁共振成像(Magnetic Resonance Imaging)

DOI 10.1016/j.ebiom.2024.105018

PMID 38377797

发布时间 2024-03-18

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准确一般字义偏差语意偏离译文作用小提交