[HTML][HTML] State of the art and new concepts in giant cell tumor of bone: imaging features and tumor characteristics

A Parmeggiani, M Miceli, C Errani, G Facchini - Cancers, 2021 - mdpi.com
Simple Summary The 2020 World Health Organization classification of soft tissue and bone
tumors classified the giant cell tumor of bone (GCTB) as an intermediate malignant tumor …

[PDF][PDF] Revisiting the WHO classification system of bone tumours: emphasis on advanced magnetic resonance imaging sequences. Part 2

S Ahlawat, LM Fayad - Polish journal of radiology, 2020 - termedia.pl
Similarly to soft tissue tumours, the World Health Organisation (WHO) classification
categorises bone tumours based on their similarity to normal adult tissue. The most recent …

[HTML][HTML] A dosiomics analysis based on linear energy transfer and biological dose maps to predict local recurrence in sacral chordomas after carbon-ion radiotherapy

L Morelli, G Parrella, S Molinelli, G Magro… - Cancers, 2022 - mdpi.com
Simple Summary The poor tumor characterization and the lack of prognostic biomarkers
hinder the efficacy and the personalization of treatments for Sacral Chordomas (SC), for …

[HTML][HTML] Radiomics and machine learning can differentiate transient osteoporosis from avascular necrosis of the hip

ME Klontzas, GC Manikis, K Nikiforaki, EE Vassalou… - Diagnostics, 2021 - mdpi.com
Differentiation between transient osteoporosis (TOH) and avascular necrosis (AVN) of the
hip is a longstanding challenge in musculoskeletal radiology. The purpose of this study was …

[HTML][HTML] CT-based radiomics signatures for predicting the risk categorization of thymic epithelial tumors

J Liu, P Yin, S Wang, T Liu, C Sun, N Hong - Frontiers in Oncology, 2021 - frontiersin.org
Objectives This study aims to assess the performance of radiomics approaches based on 3D
computed tomography (CT), clinical and semantic features in predicting the pathological …

[HTML][HTML] Radiomics models for the preoperative prediction of pelvic and sacral tumor types: a single-center retrospective study of 795 cases

P Yin, X Zhi, C Sun, S Wang, X Liu, L Chen… - Frontiers in …, 2021 - frontiersin.org
Purpose To assess the performance of random forest (RF)-based radiomics approaches
based on 3D computed tomography (CT) and clinical features to predict the types of pelvic …

Radiomics analysis of CT imaging for differentiating gastric neuroendocrine carcinomas from gastric adenocarcinomas

R Wang, H Liu, P Liang, H Zhao, L Li, J Gao - European Journal of …, 2021 - Elsevier
Purpose To develop and evaluate a CT-based radiomics nomogram for differentiating
gastric neuroendocrine carcinomas (NECs) from gastric adenocarcinomas (ADCs). Methods …

[HTML][HTML] Prediction of the early recurrence in spinal giant cell tumor of bone using radiomics of preoperative CT: Long-term outcome of 62 consecutive patients

Q Wang, Y Zhang, E Zhang, X Xing, Y Chen… - Journal of Bone …, 2021 - Elsevier
Objectives To determine if radiomics analysis based on preoperative computed tomography
(CT) can predict early postoperative recurrence of giant cell tumor of bone (GCTB) in the …

[HTML][HTML] Machine and deep learning based radiomics models for preoperative prediction of benign and malignant sacral tumors

P Yin, N Mao, H Chen, C Sun, S Wang, X Liu… - Frontiers in …, 2020 - frontiersin.org
Purpose To assess the performance of deep neural network (DNN) and machine learning
based radiomics on 3D computed tomography (CT) and clinical characteristics to predict …

[HTML][HTML] Cervical spine osteoradionecrosis or bone metastasis after radiotherapy for nasopharyngeal carcinoma? The MRI-based radiomics for characterization

X Zhong, L Li, H Jiang, J Yin, B Lu, W Han, J Li… - BMC medical …, 2020 - Springer
Background To develop and validate an MRI-based radiomics nomogram for differentiation
of cervical spine ORN from metastasis after radiotherapy (RT) in nasopharyngeal carcinoma …