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 …

Classification of chondrosarcoma: from characteristic to challenging imaging findings

JH Kim, SK Lee - Cancers, 2023 - mdpi.com
Simple Summary Chondrosarcomas are a very heterogeneous group of cartilage-forming
tumors that comprise approximately one-third of all malignant bone tumors. The World …

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 …

MRI radiomics-based machine-learning classification of bone chondrosarcoma

S Gitto, R Cuocolo, D Albano, V Chianca… - European Journal of …, 2020 - Elsevier
Purpose To evaluate the diagnostic performance of machine learning for discrimination
between low-grade and high-grade cartilaginous bone tumors based on radiomic …

Effects of interobserver variability on 2D and 3D CT-and MRI-based texture feature reproducibility of cartilaginous bone tumors

S Gitto, R Cuocolo, I Emili, L Tofanelli, V Chianca… - Journal of Digital …, 2021 - Springer
This study aims to investigate the influence of interobserver manual segmentation variability
on the reproducibility of 2D and 3D unenhanced computed tomography (CT)-and magnetic …

Radiomics of musculoskeletal sarcomas: a narrative review

C Fanciullo, S Gitto, E Carlicchi, D Albano… - Journal of …, 2022 - mdpi.com
Bone and soft-tissue primary malignant tumors or sarcomas are a large, diverse group of
mesenchymal-derived malignancies. They represent a model for intra-and intertumoral …

Development and validation of a MRI-based combined radiomics nomogram for differentiation in chondrosarcoma

X Li, M Lan, X Wang, J Zhang, L Gong, F Liao… - Frontiers in …, 2023 - frontiersin.org
Objective This study aims to develop and validate the performance of an unenhanced
magnetic resonance imaging (MRI)-based combined radiomics nomogram for discrimination …

Wait-and-scan: an alternative for curettage in atypical cartilaginous tumours of the long bones

CHJ Scholte, DMJ Dorleijn, DT Krijvenaar… - The Bone & Joint …, 2024 - boneandjoint.org.uk
Aims Due to its indolent clinical behaviour, the treatment paradigm of atypical cartilaginous
tumours (ACTs) in the long bones is slowly shifting from intralesional resection (curettage) …

Prevalence and characteristics of benign cartilaginous tumours of the shoulder joint. An MRI-based study

JN Woltsche, M Smolle, D Szolar, M Bergovec… - Skeletal Radiology, 2024 - Springer
Objective Enchondromas (EC) of the shoulder joint are benign intraosseous cartilage
neoplasms, with atypical cartilaginous tumours (ACT) representing their intermediate …

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

S Gitto, A Annovazzi, K Nulle, M Interlenghi… - …, 2024 - thelancet.com
Background Atypical cartilaginous tumour (ACT) and high-grade chondrosarcoma (CS) of
long bones are respectively managed with active surveillance or curettage and wide …