A primer on artificial intelligence in pancreatic imaging
TM Ahmed, S Kawamoto, RH Hruban… - Diagnostic and …, 2023 - Elsevier
Artificial Intelligence (AI) is set to transform medical imaging by leveraging the vast data
contained in medical images. Deep learning and radiomics are the two main AI methods …
contained in medical images. Deep learning and radiomics are the two main AI methods …
Radiomics diagnostic performance in predicting lymph node metastasis of papillary thyroid carcinoma: a systematic review and meta-analysis
Purpose to evaluate the diagnostic performance of radiomics in lymph node metastasis
(LNM) prediction in patients with papillary thyroid carcinoma (PTC) through a systematic …
(LNM) prediction in patients with papillary thyroid carcinoma (PTC) through a systematic …
[HTML][HTML] 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 …
[HTML][HTML] 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] Must-have qualities of clinical research on artificial intelligence and machine learning
In the field of computer science, known as artificial intelligence, algorithms imitate reasoning
tasks that are typically performed by humans. The techniques that allow machines to learn …
tasks that are typically performed by humans. The techniques that allow machines to learn …
Prediction of the characteristics of aggressiveness of pancreatic neuroendocrine neoplasms (PanNENs) based on CT radiomic features
M Mori, D Palumbo, F Muffatti, S Partelli, J Mushtaq… - European …, 2023 - Springer
Objectives To predict tumor grade (G1 vs. G2/3), presence of distant metastasis (M+),
metastatic lymph nodes (N+), and microvascular invasion (VI) of pancreatic neuroendocrine …
metastatic lymph nodes (N+), and microvascular invasion (VI) of pancreatic neuroendocrine …
[HTML][HTML] Imaging diagnosis of hepatocellular carcinoma: a state-of-the-art review
G Candita, S Rossi, K Cwiklinska, SC Fanni, D Cioni… - Diagnostics, 2023 - mdpi.com
Hepatocellular carcinoma (HCC) remains not only a cause of a considerable part of
oncologic mortality, but also a diagnostic and therapeutic challenge for healthcare systems …
oncologic mortality, but also a diagnostic and therapeutic challenge for healthcare systems …
[HTML][HTML] MRI Radiomics-based machine learning models for Ki67 expression and Gleason grade group prediction in prostate cancer
X Qiao, X Gu, Y Liu, X Shu, G Ai, S Qian, L Liu, X He… - Cancers, 2023 - mdpi.com
Simple Summary Given the variable aggressiveness of PCa, patients with indolent PCa do
not require intervention, but rather require active surveillance and close lifelong follow-up …
not require intervention, but rather require active surveillance and close lifelong follow-up …
[HTML][HTML] Systematic review, meta-analysis and radiomics quality score assessment of CT radiomics-based models predicting tumor EGFR mutation status in patients …
M Felfli, Y Liu, F Zerka, C Voyton, A Thinnes… - International Journal of …, 2023 - mdpi.com
Assessment of the quality and current performance of computed tomography (CT) radiomics-
based models in predicting epidermal growth factor receptor (EGFR) mutation status in …
based models in predicting epidermal growth factor receptor (EGFR) mutation status in …
[HTML][HTML] Delta-radiomics in cancer immunotherapy response prediction: a systematic review
E Abbas, SC Fanni, C Bandini, R Francischello… - European Journal of …, 2023 - Elsevier
Background The new immunotherapies have not only changed the oncological therapeutic
approach but have also made it necessary to develop new imaging methods for assessing …
approach but have also made it necessary to develop new imaging methods for assessing …