[HTML][HTML] Oncologic imaging and radiomics: a walkthrough review of methodological challenges
Simple Summary Radiomics could increase the value of medical images for oncologic
patients, allowing for the identification of novel imaging biomarkers and building prediction …
patients, allowing for the identification of novel imaging biomarkers and building prediction …
[HTML][HTML] Promises and challenges for the implementation of computational medical imaging (radiomics) in oncology
Medical image processing and analysis (also known as Radiomics) is a rapidly growing
discipline that maps digital medical images into quantitative data, with the end goal of …
discipline that maps digital medical images into quantitative data, with the end goal of …
[HTML][HTML] Introduction to radiomics for a clinical audience
C McCague, S Ramlee, M Reinius, I Selby, D Hulse… - Clinical Radiology, 2023 - Elsevier
Radiomics is a rapidly developing field of research focused on the extraction of quantitative
features from medical images, thus converting these digital images into minable, high …
features from medical images, thus converting these digital images into minable, high …
Beyond imaging: the promise of radiomics
The domain of investigation of radiomics consists of large-scale radiological image analysis
and association with biological or clinical endpoints. The purpose of the present study is to …
and association with biological or clinical endpoints. The purpose of the present study is to …
Images are data: challenges and opportunities in the clinical translation of radiomics
Radiomics provides an opportunity to uncover image-based biomarkers through the
conversion and analysis of standard-of-care medical images into high-dimensional …
conversion and analysis of standard-of-care medical images into high-dimensional …
Radiomics: the bridge between medical imaging and personalized medicine
Radiomics, the high-throughput mining of quantitative image features from standard-of-care
medical imaging that enables data to be extracted and applied within clinical-decision …
medical imaging that enables data to be extracted and applied within clinical-decision …
[HTML][HTML] Systematic review on the association of radiomics with tumor biological endpoints
A La Greca Saint-Esteven, D Vuong, F Tschanz… - Cancers, 2021 - mdpi.com
Simple Summary In this systematic review, we aim to highlight existing literature devoted to
the study of an association between medical imaging radiomics and cancer biological …
the study of an association between medical imaging radiomics and cancer biological …
Radiomics: an introductory guide to what it may foretell
S Nougaret, H Tibermacine, M Tardieu… - Current Oncology Reports, 2019 - Springer
Abstract Purpose of Review To briefly review the radiomics concept, its applications, and
challenges in oncology in the era of precision medicine. Recent Findings Over the last 5 …
challenges in oncology in the era of precision medicine. Recent Findings Over the last 5 …
Radiomics and radiogenomics for precision radiotherapy
Imaging plays an important role in the diagnosis and staging of cancer, as well as in
radiation treatment planning and evaluation of therapeutic response. Recently, there has …
radiation treatment planning and evaluation of therapeutic response. Recently, there has …
[HTML][HTML] Artificial intelligence-driven radiomics study in cancer: the role of feature engineering and modeling
Modern medicine is reliant on various medical imaging technologies for non-invasively
observing patients' anatomy. However, the interpretation of medical images can be highly …
observing patients' anatomy. However, the interpretation of medical images can be highly …