Radiomics in spine surgery
Radiomics is an emerging approach to analyze clinical images with the purpose of revealing
quantitative features that are unvisible to the naked eye. Radiomic features can be further …
quantitative features that are unvisible to the naked eye. Radiomic features can be further …
Radiomics in medical imaging: pitfalls and challenges in clinical management
Background Radiomics and radiogenomics are two words that recur often in language of
radiologists, nuclear doctors and medical physicists especially in oncology field. Radiomics …
radiologists, nuclear doctors and medical physicists especially in oncology field. Radiomics …
Radiomics: A primer for the radiation oncologist
Purpose Radiomics are a set of methods used to leverage medical imaging and extract
quantitative features that can characterize a patient's phenotype. All modalities can be used …
quantitative features that can characterize a patient's phenotype. All modalities can be used …
Radiomics and Radiogenomics
R Li - Machine and Deep Learning in Oncology, Medical …, 2022 - Springer
Radiomics refers to the extraction of quantitative features from radiographic images, while
radiogenomics concerns the study of relationships between radiomic features at tissue scale …
radiogenomics concerns the study of relationships between radiomic features at tissue scale …
[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 …
Radiomics analysis based on lumbar spine CT to detect osteoporosis
YW Jiang, XJ Xu, R Wang, CM Chen - European Radiology, 2022 - Springer
Objectives Undiagnosed osteoporosis may lead to severe complications after spinal
surgery. This study aimed to construct and validate a radiomic signature based on CT scans …
surgery. This study aimed to construct and validate a radiomic signature based on CT scans …
[PDF][PDF] Nuclear medicine radiomics in precision medicine: Why we can't do without artificial intelligence
WA Noortman, D Vriens, W Grootjans… - QJ Nucl. Med. Mol …, 2020 - researchgate.net
In recent years, radiomics, defined as the extraction of large amounts of quantitative features
from medical images, has gained emerging interest. Radiomics consists of the extraction of …
from medical images, has gained emerging interest. Radiomics consists of the extraction of …
Imaging Genomics and Multiomics: A Guide for Beginners Starting Radiomics-Based Research
Radiomics uses advanced mathematical analysis of pixel-level information from radiologic
images to extract existing information in traditional imaging algorithms. It is intended to find …
images to extract existing information in traditional imaging algorithms. It is intended to find …
Radiomics in oncology, part 2: Thoracic, genito-urinary, breast, neurological, hematologic and musculoskeletal applications
Simple Summary This Part II is an overview of the main applications of Radiomics in
oncologic imaging with a focus on diagnosis, prognosis prediction and assessment of …
oncologic imaging with a focus on diagnosis, prognosis prediction and assessment of …
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 …
