[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 …
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] 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: 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 …
The rise of radiomics and implications for oncologic management
V Verma, CB Simone, S Krishnan, SH Lin… - JNCI: Journal of the …, 2017 - academic.oup.com
Clinical medicine, particularly oncology, is progressing toward personalized care. Whereas
the terms genomics, proteomics, transcriptomics, and metabolomics have dominated …
the terms genomics, proteomics, transcriptomics, and metabolomics have dominated …
Radiomics in oncology, part 1: technical principles and gastrointestinal application in CT and MRI
Simple Summary Part I is an overview aimed to investigate some technical principles and
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …
the main fields of radiomic application in gastrointestinal oncologic imaging (CT and MRI) …
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 …
Radiomics in oncology: a practical guide
Radiomics refers to the extraction of mineable data from medical imaging and has been
applied within oncology to improve diagnosis, prognostication, and clinical decision support …
applied within oncology to improve diagnosis, prognostication, and clinical decision support …
[HTML][HTML] Radiomics analysis for clinical decision support in nuclear medicine
Radiomics–the high-throughput computation of quantitative image features extracted from
medical imaging modalities-can be used to aid clinical decision support systems in order to …
medical imaging modalities-can be used to aid clinical decision support systems in order to …
Combining molecular and imaging metrics in cancer: radiogenomics
Background Radiogenomics is the extension of radiomics through the combination of
genetic and radiomic data. Because genetic testing remains expensive, invasive, and time …
genetic and radiomic data. Because genetic testing remains expensive, invasive, and time …
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