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 …

[HTML][HTML] Application of Artificial Intelligence in Oncologic Molecular PET-Imaging: A Narrative Review on Beyond [18F] F-FDG Tracers-Part I. PSMA, Choline, and …

SA Mirshahvalad, R Eisazadeh… - Seminars in Nuclear …, 2023 - Elsevier
Artificial intelligence (AI) has evolved significantly in the past few decades. This thriving
trend has also been seen in medicine in recent years, particularly in the field of imaging …

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) …

Radiomics in oncological PET imaging: a systematic review—Part 2, Infradiaphragmatic cancers, Blood Malignancies, Melanoma and Musculoskeletal Cancers

D Morland, EKA Triumbari, L Boldrini, R Gatta… - Diagnostics, 2022 - mdpi.com
The objective of this review was to summarize published radiomics studies dealing with
infradiaphragmatic cancers, blood malignancies, melanoma, and musculoskeletal cancers …

Optimization and validation of 18F-DCFPyL PET radiomics-based machine learning models in intermediate- to high-risk primary prostate cancer

WI Luining, DE Oprea-Lager, AN Vis… - Plos one, 2023 - journals.plos.org
Introduction Radiomics extracted from prostate-specific membrane antigen (PSMA)-PET
modeled with machine learning (ML) may be used for prediction of disease risk. However …

Prognostic 18F-FDG Radiomic Features in Advanced High-Grade Serous Ovarian Cancer

D Travaglio Morales, C Huerga Cabrerizo… - Diagnostics, 2023 - mdpi.com
High-grade serous ovarian cancer (HGSOC) is an aggressive disease with different clinical
outcomes and poor prognosis. This could be due to tumor heterogeneity. The 18F-FDG PET …

Predictive significance of intraprostatic volumetric parameters derived from early and standard time 68Ga-PSMA PET/CT images in newly diagnosed prostate cancer …

EB Erdogan, E Tekce, S Koca, N Aslan… - Nuclear Medicine …, 2024 - journals.lww.com
Objective To investigate the relationship between intraprostatic 68 Ga-prostate-specific
membrane antigen (PSMA) uptake values and volumetric parameters derived from early …

Whole-body tumor burden in PET/CT expert review

DF Santos, ME Takahashi, M Camacho… - Clinical and …, 2023 - Springer
Introduction PET/CT whole-body tumor burden (WBTB), as a measure for overall burden of
cancer, has been shown bear a strong correlation with prognosis. In the last decade, there …