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 …
[HTML][HTML] A review of original articles published in the emerging field of radiomics
J Song, Y Yin, H Wang, Z Chang, Z Liu, L Cui - European journal of …, 2020 - Elsevier
Purpose To determine the characteristics of and trends in research in the emerging field of
radiomics through bibliometric and hotspot analyses of relevant original articles published …
radiomics through bibliometric and hotspot analyses of relevant original articles published …
General purpose radiomics for multi-modal clinical research
In this paper we present an integrated software solution∗ targeting clinical researchers for
discovering relevant radiomic biomarkers covering the entire value chain of clinical …
discovering relevant radiomic biomarkers covering the entire value chain of clinical …
Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative
G Spadarella, A Stanzione, T Akinci D'Antonoli… - European …, 2023 - Springer
Objective The main aim of the present systematic review was a comprehensive overview of
the Radiomics Quality Score (RQS)–based systematic reviews to highlight common issues …
the Radiomics Quality Score (RQS)–based systematic reviews to highlight common issues …
Methods and challenges in quantitative imaging biomarker development
RG Abramson, KR Burton, JY John-Paul, EM Scalzetti… - Academic radiology, 2015 - Elsevier
Academic radiology is poised to play an important role in the development and
implementation of quantitative imaging (QI) tools. This article, drafted by the Association of …
implementation of quantitative imaging (QI) tools. This article, drafted by the Association of …
ESR statement on the validation of imaging biomarkers
… of Radiology (ESR) communications@ myesr. org … - Insights into …, 2020 - Springer
Medical imaging capable of generating imaging biomarkers, specifically radiology and
nuclear medicine image acquisition and analysis processes, differs from frequently used …
nuclear medicine image acquisition and analysis processes, differs from frequently used …
[HTML][HTML] Artificial intelligence: Deep learning in oncological radiomics and challenges of interpretability and data harmonization
Over the last decade there has been an extensive evolution in the Artificial Intelligence (AI)
field. Modern radiation oncology is based on the exploitation of advanced computational …
field. Modern radiation oncology is based on the exploitation of advanced computational …
[图书][B] Radiomics and radiogenomics: technical basis and clinical applications
Radiomics and Radiogenomics: Technical Basis and Clinical Applications provides a first
summary of the overlapping fields of radiomics and radiogenomics, showcasing how they …
summary of the overlapping fields of radiomics and radiogenomics, showcasing how they …
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 …
Radiomics in radiooncology–challenging the medical physicist
Purpose Noticing the fast growing translation of artificial intelligence (AI) technologies to
medical image analysis this paper emphasizes the future role of the medical physicist in this …
medical image analysis this paper emphasizes the future role of the medical physicist in this …