[HTML][HTML] Oncologic imaging and radiomics: a walkthrough review of methodological challenges

A Stanzione, R Cuocolo, L Ugga, F Verde, V Romeo… - Cancers, 2022 - mdpi.com
Simple Summary Radiomics could increase the value of medical images for oncologic
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

EJ Limkin, R Sun, L Dercle, EI Zacharaki, C Robert… - Annals of …, 2017 - Elsevier
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 …

[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 …

Beyond imaging: the promise of radiomics

M Avanzo, J Stancanello, I El Naqa - Physica Medica, 2017 - Elsevier
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 …

Images are data: challenges and opportunities in the clinical translation of radiomics

W Mu, MB Schabath, RJ Gillies - Cancer Research, 2022 - AACR
Radiomics provides an opportunity to uncover image-based biomarkers through the
conversion and analysis of standard-of-care medical images into high-dimensional …

Radiomics: the bridge between medical imaging and personalized medicine

P Lambin, RTH Leijenaar, TM Deist… - Nature reviews Clinical …, 2017 - nature.com
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 …

[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 …

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 …

Radiomics and radiogenomics for precision radiotherapy

J Wu, KK Tha, L Xing, R Li - Journal of radiation research, 2018 - academic.oup.com
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 …

[HTML][HTML] Artificial intelligence-driven radiomics study in cancer: the role of feature engineering and modeling

YP Zhang, XY Zhang, YT Cheng, B Li, XZ Teng… - Military Medical …, 2023 - Springer
Modern medicine is reliant on various medical imaging technologies for non-invasively
observing patients' anatomy. However, the interpretation of medical images can be highly …