Sarcopenia: imaging assessment and clinical application

V Chianca, D Albano, C Messina, S Gitto, G Ruffo… - Abdominal …, 2022 - Springer
Sarcopenia is a progressive, generalized skeletal muscle disorder characterized by
reduction of muscle mass and strength. It is associated with increased adverse outcomes …

[HTML][HTML] Radiomics and deep learning for disease detection in musculoskeletal radiology: an overview of novel MRI-and CT-based approaches

B Fritz, HY Paul, R Kijowski, J Fritz - Investigative radiology, 2023 - journals.lww.com
Radiomics and machine learning–based methods offer exciting opportunities for improving
diagnostic performance and efficiency in musculoskeletal radiology for various tasks …

Artificial intelligence-based radiomics in bone tumors: Technical advances and clinical application

Y Meng, Y Yang, M Hu, Z Zhang, X Zhou - Seminars in cancer biology, 2023 - Elsevier
Radiomics is the extraction of predefined mathematic features from medical images for
predicting variables of clinical interest. Recent research has demonstrated that radiomics …

Primary bone tumor detection and classification in full-field bone radiographs via YOLO deep learning model

J Li, S Li, X Li, S Miao, C Dong, C Gao, X Liu, D Hao… - European …, 2023 - Springer
Objectives Automatic bone lesions detection and classifications present a critical challenge
and are essential to support radiologists in making an accurate diagnosis of bone lesions. In …

Osteoporosis prediction for trabecular bone using machine learning: a review

M Anam, M Hussain, MW Nadeem… - … , Materials & Continua …, 2021 - papers.ssrn.com
Trabecular bone holds the utmost importance due to its significance regarding early bone
loss. Diseases like osteoporosis greatly affect the structure of the Trabecular bone which …

AI applications in musculoskeletal imaging: a narrative review

S Gitto, F Serpi, D Albano, G Risoleo, S Fusco… - European Radiology …, 2024 - Springer
This narrative review focuses on clinical applications of artificial intelligence (AI) in
musculoskeletal imaging. A range of musculoskeletal disorders are discussed using a …

Artificial intelligence applications in medical imaging: A review of the medical physics research in Italy

M Avanzo, M Porzio, L Lorenzon, L Milan, R Sghedoni… - Physica Medica, 2021 - Elsevier
Purpose To perform a systematic review on the research on the application of artificial
intelligence (AI) to imaging published in Italy and identify its fields of application, methods …

MRI radiomics-based machine learning classification of atypical cartilaginous tumour and grade II chondrosarcoma of long bones

S Gitto, R Cuocolo, K van Langevelde… - …, 2022 - thelancet.com
Background Atypical cartilaginous tumour (ACT) and grade II chondrosarcoma (CS2) of long
bones are respectively managed with watchful waiting or curettage and wide resection …

Application of artificial intelligence technology in the field of orthopedics: a narrative review

P Liu, J Zhang, S Liu, T Huo, J He, M Xue… - Artificial Intelligence …, 2024 - Springer
Artificial intelligence (AI) was a new interdiscipline of computer technology, mathematic,
cybernetics and determinism. These years, AI had obtained a significant development by the …

CT radiomics-based machine learning classification of atypical cartilaginous tumours and appendicular chondrosarcomas

S Gitto, R Cuocolo, A Annovazzi, V Anelli… - …, 2021 - thelancet.com
Background Clinical management ranges from surveillance or curettage to wide resection
for atypical to higher-grade cartilaginous tumours, respectively. Our aim was to investigate …