PET-derived radiomics and artificial intelligence in breast cancer: a systematic review

L Urso, L Manco, A Castello, L Evangelista… - International Journal of …, 2022 - mdpi.com
Breast cancer (BC) is a heterogeneous malignancy that still represents the second cause of
cancer-related death among women worldwide. Due to the heterogeneity of BC, the correct …

[PDF][PDF] Radiomics in PET imaging: a practical guide for newcomers

F Orlhac, C Nioche, I Klyuzhin, A Rahmim, I Buvat - PET clinics, 2021 - Elsevier
Radiomic analysis of PET images is a promising approach to extract subtler information and
continuously evolves with advances in artificial intelligence. Using deep-learning methods …

[HTML][HTML] The impact of the variation of imaging parameters on the robustness of Computed Tomography radiomic features: A review

R Reiazi, E Abbas, P Famiyeh, A Rezaie… - Computers in Biology …, 2021 - Elsevier
The field of radiomics is at the forefront of personalized medicine. However, there is concern
that high variation in imaging parameters will impact robustness of radiomic features and …

PET/CT radiomics in breast cancer: Mind the step

M Sollini, L Cozzi, G Ninatti, L Antunovic, L Cavinato… - Methods, 2021 - Elsevier
The aim of the present review was to assess the current status of positron emission
tomography/computed tomography (PET/CT) radiomics research in breast cancer, and in …

A systematic review of PET textural analysis and radiomics in cancer

M Piñeiro-Fiel, A Moscoso, V Pubul, Á Ruibal… - Diagnostics, 2021 - mdpi.com
Background: Although many works have supported the utility of PET radiomics, several
authors have raised concerns over the robustness and replicability of the results. This study …

Radiomics in oncological PET imaging: a systematic review—Part 1, Supradiaphragmatic cancers

D Morland, EKA Triumbari, L Boldrini, R Gatta… - Diagnostics, 2022 - mdpi.com
Radiomics is an upcoming field in nuclear oncology, both promising and technically
challenging. To summarize the already undertaken work on supradiaphragmatic neoplasia …

Radiomics robustness assessment and classification evaluation: A two‐stage method demonstrated on multivendor FFDM

K Robinson, H Li, L Lan, D Schacht, M Giger - Medical physics, 2019 - Wiley Online Library
Purpose Radiomic texture analysis is typically performed on images acquired under specific,
homogeneous imaging conditions. These controlled conditions may not be representative of …

Evaluating Focal 18F-FDG Uptake in Thyroid Gland with Radiomics

A Aksu, NP Karahan Şen, E Acar… - Nuclear Medicine and …, 2020 - Springer
Purpose The aim of this study was to evaluate the ability of 18 F-FDG PET/CT texture
analysis to predict the exact pathological outcome of thyroid incidentalomas. Methods 18 F …

[PDF][PDF] PET 影像组学在乳腺癌中的研究进展

刘进, 张惟元, 张智猗, 漆雪婷, 陈翼 - 肿瘤影像学, 2022 - zhongliuyingxiangxue.com
影像组学是近年来临床医学的热门研究课题, 目前已在许多肿瘤中取得一些较满意的研究进展,
其中包括乳腺癌. 尽管传统影像学模式仍是当前诊断和评估乳腺癌的主要方法 …

The impact of the variation of imaging factors on the robustness of Computed Tomography Radiomic Features: A review

R Reiazi, E Abbas, P Famiyeh, A Rezaie, JYY Kwan… - medRxiv, 2020 - medrxiv.org
The field of radiomics is at the forefront of personalized medicine. However, there are
concerns regarding the robustness of its features against multiple medical imaging …