Harmonization strategies in multicenter MRI-based radiomics
E Stamoulou, C Spanakis, GC Manikis, G Karanasiou… - Journal of …, 2022 - mdpi.com
Radiomics analysis is a powerful tool aiming to provide diagnostic and prognostic patient
information directly from images that are decoded into handcrafted features, comprising …
information directly from images that are decoded into handcrafted features, comprising …
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 …
Development and validation of a radiomics model for differentiating bone islands and osteoblastic bone metastases at abdominal CT
Background It is important to diagnose sclerotic bone lesions in order to determine treatment
strategy. Purpose To evaluate the diagnostic performance of a CT radiomics–based …
strategy. Purpose To evaluate the diagnostic performance of a CT radiomics–based …
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 …
An update in musculoskeletal tumors: From quantitative imaging to radiomics
V Chianca, D Albano, C Messina, G Vincenzo… - La radiologia …, 2021 - Springer
In the last two decades, relevant progress has been made in the diagnosis of
musculoskeletal tumors due to the development of new imaging tools, such as diffusion …
musculoskeletal tumors due to the development of new imaging tools, such as diffusion …
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 …
MRI-based radiomics methods for predicting Ki-67 expression in breast cancer: A systematic review and meta-analysis
Rationale and Objectives The purpose of this systematic review and meta-analysis was to
assess the quality and diagnostic accuracy of MRI-based radiomics for predicting Ki-67 …
assess the quality and diagnostic accuracy of MRI-based radiomics for predicting Ki-67 …
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 …
Magnetic resonance imaging‐based radiomics nomogram for prediction of the histopathological grade of soft tissue sarcomas: A two‐center study
R Yan, D Hao, J Li, J Liu, F Hou, H Chen… - Journal of Magnetic …, 2021 - Wiley Online Library
Background Preoperative prediction of soft tissue sarcoma (STS) grade is important for
treatment decisions. Therefore, formulation an STS grade model is strongly needed …
treatment decisions. Therefore, formulation an STS grade model is strongly needed …
[HTML][HTML] Use of automated artificial intelligence to predict the need for orthodontic extractions
A Del Real, O Del Real, S Sardina… - Korean Journal of …, 2022 - synapse.koreamed.org
Objective To develop and explore the usefulness of an artificial intelligence system for the
prediction of the need for dental extractions during orthodontic treatments based on gender …
prediction of the need for dental extractions during orthodontic treatments based on gender …