The diagnosis, classification, and treatment of sarcoma in this era of artificial intelligence and immunotherapy
A Crombé, M Roulleau‐Dugage… - Cancer …, 2022 - Wiley Online Library
Soft‐tissue sarcomas (STS) represent a group of rare and heterogeneous tumors associated
with several challenges, including incorrect or late diagnosis, the lack of clinical expertise …
with several challenges, including incorrect or late diagnosis, the lack of clinical expertise …
[HTML][HTML] Radiomics and artificial intelligence for soft-tissue sarcomas: Current status and perspectives
A Crombé, P Spinnato, A Italiano, HJ Brisse… - Diagnostic and …, 2023 - Elsevier
This article proposes a summary of the current status of the research regarding the use of
radiomics and artificial intelligence to improve the radiological assessment of patients with …
radiomics and artificial intelligence to improve the radiological assessment of patients with …
MRI-based delta-radiomics predicts pathologic complete response in high-grade soft-tissue sarcoma patients treated with neoadjuvant therapy
JC Peeken, R Asadpour, K Specht, EY Chen… - Radiotherapy and …, 2021 - Elsevier
Purpose In high-grade soft-tissue sarcomas (STS) the standard of care encompasses
multimodal therapy regimens. While there is a growing body of evidence for prognostic …
multimodal therapy regimens. While there is a growing body of evidence for prognostic …
Development and external validation of deep-learning-based tumor grading models in soft-tissue sarcoma patients using MR imaging
Simple Summary In soft-tissue sarcoma (STS) patients, the decision for the optimal treatment
modality largely depends on STS size, location, and a pathological measure that assesses …
modality largely depends on STS size, location, and a pathological measure that assesses …
Development of PSMA-PET-guided CT-based radiomic signature to predict biochemical recurrence after salvage radiotherapy
SKB Spohn, NS Schmidt-Hegemann, J Ruf… - European journal of …, 2023 - Springer
Purpose To develop a CT-based radiomic signature to predict biochemical recurrence
(BCR) in prostate cancer patients after sRT guided by positron-emission tomography …
(BCR) in prostate cancer patients after sRT guided by positron-emission tomography …
Radiomics in the setting of neoadjuvant radiotherapy: a new approach for tailored treatment
V Nardone, L Boldrini, R Grassi, D Franceschini… - Cancers, 2021 - mdpi.com
Simple Summary This review based on a literature search aims at showing the impact of
Texture Analysis in the prediction of response to neoadjuvant radiotherapy and/or …
Texture Analysis in the prediction of response to neoadjuvant radiotherapy and/or …
Predicting soft tissue sarcoma response to neoadjuvant chemotherapy using an MRI-based delta-radiomics approach
Objectives To evaluate the performance of machine learning–augmented MRI-based
radiomics models for predicting response to neoadjuvant chemotherapy (NAC) in soft tissue …
radiomics models for predicting response to neoadjuvant chemotherapy (NAC) in soft tissue …
Distinct patterns of the natural evolution of soft tissue sarcomas on pre-treatment MRIs captured with delta-radiomics correlate with gene expression profiles
A Crombé, F Bertolo, D Fadli, M Kind, F Le Loarer… - European …, 2023 - Springer
Objectives Radiomics of soft tissue sarcomas (STS) is assumed to correlate with histologic
and molecular tumor features, but radiogenomics analyses are lacking. Our aim was to …
and molecular tumor features, but radiogenomics analyses are lacking. Our aim was to …
CT and MRI radiomics of bone and soft-tissue sarcomas: an updated systematic review of reproducibility and validation strategies
Objective To systematically review radiomic feature reproducibility and model validation
strategies in recent studies dealing with CT and MRI radiomics of bone and soft-tissue …
strategies in recent studies dealing with CT and MRI radiomics of bone and soft-tissue …
Development and evaluation of MR-based radiogenomic models to differentiate atypical lipomatous tumors from lipomas
SC Foreman, O Llorián-Salvador, DE David… - Cancers, 2023 - mdpi.com
Simple Summary Differentiating atypical lipomatous tumors from lipomas on MR images is a
challenging task due to similar imaging characteristics. Given these challenges, it would be …
challenging task due to similar imaging characteristics. Given these challenges, it would be …