Quality of science and reporting of radiomics in oncologic studies: room for improvement according to radiomics quality score and TRIPOD statement
Objectives To evaluate radiomics studies according to radiomics quality score (RQS) and
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or …
Transparent Reporting of a multivariable prediction model for Individual Prognosis Or …
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 …
A systematic review reporting quality of radiomics research in neuro-oncology: toward clinical utility and quality improvement using high-dimensional imaging features
Background To evaluate radiomics analysis in neuro-oncologic studies according to a
radiomics quality score (RQS) system to find room for improvement in clinical use. Methods …
radiomics quality score (RQS) system to find room for improvement in clinical use. Methods …
[HTML][HTML] A systematic review and quality of reporting checklist for repeatability and reproducibility of radiomic features
Abstract Background and Purpose Although quantitative image biomarkers (radiomics)
show promising value for cancer diagnosis, prognosis, and treatment assessment, these …
show promising value for cancer diagnosis, prognosis, and treatment assessment, these …
Reproducibility of radiomics quality score: an intra-and inter-rater reliability study
T Akinci D'Antonoli, AU Cavallo, F Vernuccio… - European …, 2024 - Springer
Objectives To investigate the intra-and inter-rater reliability of the total radiomics quality
score (RQS) and the reproducibility of individual RQS items' score in a large multireader …
score (RQS) and the reproducibility of individual RQS items' score in a large multireader …
[HTML][HTML] Tracking tumor biology with radiomics: a systematic review utilizing a radiomics quality score
S Sanduleanu, HC Woodruff, EEC De Jong… - Radiotherapy and …, 2018 - Elsevier
Introduction: In this review we describe recent developments in the field of radiomics along
with current relevant literature linking it to tumor biology. We furthermore explore the …
with current relevant literature linking it to tumor biology. We furthermore explore the …
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII
Even though radiomics can hold great potential for supporting clinical decision-making, its
current use is mostly limited to academic research, without applications in routine clinical …
current use is mostly limited to academic research, without applications in routine clinical …
Towards reproducible radiomics research: introduction of a database for radiomics studies
Objectives To investigate the model-, code-, and data-sharing practices in the current
radiomics research landscape and to introduce a radiomics research database. Methods A …
radiomics research landscape and to introduce a radiomics research database. Methods A …
METhodological RadiomICs Score (METRICS): a quality scoring tool for radiomics research endorsed by EuSoMII
Purpose To propose a new quality scoring tool, METhodological RadiomICs Score
(METRICS), to assess and improve research quality of radiomics studies. Methods We …
(METRICS), to assess and improve research quality of radiomics studies. Methods We …
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 …