Clinical application of AI-based PET images in oncological patients

J Dai, H Wang, Y Xu, X Chen, R Tian - Seminars in Cancer Biology, 2023 - Elsevier
Based on the advantages of revealing the functional status and molecular expression of
tumor cells, positron emission tomography (PET) imaging has been performed in numerous …

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 …

Radiomic score as a potential imaging biomarker for predicting survival in patients with cervical cancer

H Li, M Zhu, L Jian, F Bi, X Zhang, C Fang… - Frontiers in …, 2021 - frontiersin.org
Objectives Accurate prediction of prognosis will help adjust or optimize the treatment of
cervical cancer and benefit the patients. We aimed to investigate the incremental value of …

Multiparametric magnetic resonance imaging-derived radiomics for the prediction of disease-free survival in early-stage squamous cervical cancer

Y Zhou, HL Gu, XL Zhang, ZF Tian, XQ Xu… - European radiology, 2022 - Springer
Objective To conduct multiparametric magnetic resonance imaging (MRI)-derived radiomics
based on multi-scale tumor region for predicting disease-free survival (DFS) in early-stage …

Post treatment imaging in patients with local advanced cervical carcinoma

S Ciulla, V Celli, AA Aiello, S Gigli, R Ninkova… - Frontiers in …, 2022 - frontiersin.org
Cervical cancer (CC) is the fourth leading cause of death in women worldwide and despite
the introduction of screening programs about 30% of patients presents advanced disease at …

Exploratory analysis of radiomic as prognostic biomarkers in 18F-FDG PET/CT scan in uterine cervical cancer

NRG Alencar, MAD Machado, FA Mourato… - Frontiers in …, 2022 - frontiersin.org
Objective To evaluate the performance of 18F-fluorodeoxyglucose positron emission
tomography (18F-FDG PET/CT) radiomic features to predict overall survival (OS) in patients …

[HTML][HTML] Potentials and caveats of AI in hybrid imaging

LKS Sundar, O Muzik, I Buvat, L Bidaut, T Beyer - Methods, 2021 - Elsevier
State-of-the-art patient management frequently mandates the investigation of both anatomy
and physiology of the patients. Hybrid imaging modalities such as the PET/MRI, PET/CT and …

[HTML][HTML] Development and evaluation of a radiomics model of resting 13N-ammonia positron emission tomography myocardial perfusion imaging to predict coronary …

X Zhang, T Sun, E Liu, W Xu, S Wang… - Annals of Translational …, 2022 - ncbi.nlm.nih.gov
Background Coronary angiography (CAG) is usually performed in patients with coronary
heart disease (CHD) to evaluate the coronary artery stenosis. However, patients with iodine …

Current Update on PET/MRI in Gynecological Malignancies—A Review of the Literature

M Virarkar, SS Vulasala, L Calimano-Ramirez… - Current …, 2023 - mdpi.com
Early detection of gynecological malignancies is vital for patient management and
prolonging the patient's survival. Molecular imaging, such as positron emission tomography …

Reduced field-of-view DWI‑derived clinical–radiomics model for the prediction of stage in cervical cancer

Q Huang, B Deng, Y Wang, Y Shen, X Hu, C Feng… - Insights into …, 2023 - Springer
Background Pretreatment prediction of stage in patients with cervical cancer (CC) is vital for
tailoring treatment strategy. This study aimed to explore the feasibility of a model combining …