Artificial intelligence-based radiomics in bone tumors: Technical advances and clinical application
Y Meng, Y Yang, M Hu, Z Zhang, X Zhou - Seminars in Cancer Biology, 2023 - Elsevier
Radiomics is the extraction of predefined mathematic features from medical images for
predicting variables of clinical interest. Recent research has demonstrated that radiomics …
predicting variables of clinical interest. Recent research has demonstrated that radiomics …
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 …
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 …
Infection imaging: focus on new tracers?
W Roll, A Faust, S Hermann… - Journal of Nuclear …, 2023 - Soc Nuclear Med
Infections account for relevant morbidity and mortality, especially if the cardiovascular
system is affected. Clinical manifestations are often unspecific, resulting in a challenging …
system is affected. Clinical manifestations are often unspecific, resulting in a challenging …
Deep learning and radiomics framework for PSMA-RADS classification of prostate cancer on PSMA PET
Background Accurate classification of sites of interest on prostate-specific membrane
antigen (PSMA) positron emission tomography (PET) images is an important diagnostic …
antigen (PSMA) positron emission tomography (PET) images is an important diagnostic …
Assessment of RadiomIcS rEsearch (ARISE): a brief guide for authors, reviewers, and readers from the Scientific Editorial Board of European Radiology
A simple PubMed search using the term “radiomics” on February 28, 2023, reveals 7857
publications at the time of the writing, with no time filter applied. Despite this level of …
publications at the time of the writing, with no time filter applied. Despite this level of …
Application of PET imaging delta radiomics for predicting progression-free survival in rare high-grade glioma
This study assesses the feasibility of using a sample-efficient model to investigate radiomics
changes over time for predicting progression-free survival in rare diseases. Eighteen high …
changes over time for predicting progression-free survival in rare diseases. Eighteen high …
Standardised convolutional filtering for radiomics
The Image Biomarker Standardisation Initiative (IBSI) aims to improve reproducibility of
radiomics studies by standardising the computational process of extracting image …
radiomics studies by standardising the computational process of extracting image …
Role of [68Ga]Ga-PSMA-11 PET radiomics to predict post-surgical ISUP grade in primary prostate cancer
S Ghezzo, P Mapelli, C Bezzi… - European Journal of …, 2023 - Springer
Purpose The aim of this study is to investigate the role of [68Ga] Ga-PSMA-11 PET radiomics
for the prediction of post-surgical International Society of Urological Pathology (PSISUP) …
for the prediction of post-surgical International Society of Urological Pathology (PSISUP) …
A radiomic‐ and dosiomic‐based machine learning regression model for pretreatment planning in 177Lu‐DOTATATE therapy
Background Standardized patient‐specific pretreatment dosimetry planning is mandatory in
the modern era of nuclear molecular radiotherapy, which may eventually lead to …
the modern era of nuclear molecular radiotherapy, which may eventually lead to …