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] 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 …

The dark side of radiomics: on the paramount importance of publishing negative results

I Buvat, F Orlhac - Journal of Nuclear Medicine, 2019 - Soc Nuclear Med
Over the past few years, we have witnessed an exponential increase in the number of
radiomic-related publications. In the PET literature, a PubMed search using a criterion of …

[HTML][HTML] Precision medicine and melanoma: multi-omics approaches to monitoring the immunotherapy response

F Valenti, I Falcone, S Ungania, F Desiderio… - International journal of …, 2021 - mdpi.com
The treatment and management of patients with metastatic melanoma have evolved
considerably in the “era” of personalized medicine. Melanoma was one of the first solid …

[HTML][HTML] The Role and Potential of 18F-FDG PET/CT in Malignant Melanoma: Prognostication, Monitoring Response to Targeted and Immunotherapy, and Radiomics

L Filippi, F Bianconi, O Schillaci, A Spanu, B Palumbo - Diagnostics, 2022 - mdpi.com
Novel therapeutic approaches, consisting of immune check-point inhibitors (ICIs) and
molecularly targeted therapy, have thoroughly changed the clinical management of …

The human melanoma proteome atlas—Defining the molecular pathology

LH Betancourt, J Gil, Y Kim, V Doma… - Clinical and …, 2021 - Wiley Online Library
The MM500 study is an initiative to map the protein levels in malignant melanoma tumor
samples, focused on in‐depth histopathology coupled to proteome characterization. The …

[HTML][HTML] Systematic review on the association of radiomics with tumor biological endpoints

A La Greca Saint-Esteven, D Vuong, F Tschanz… - Cancers, 2021 - mdpi.com
Simple Summary In this systematic review, we aim to highlight existing literature devoted to
the study of an association between medical imaging radiomics and cancer biological …

Novel cancer therapies for advanced cutaneous melanoma: The added value of radiomics in the decision making process–A systematic review

A Guerrisi, E Loi, S Ungania, M Russillo… - Cancer …, 2020 - Wiley Online Library
Advanced malignant melanoma represents a public health matter due to its rising incidence
and aggressiveness. Novel therapies such as immunotherapy are showing promising …

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

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 …

[HTML][HTML] Predictive value of baseline [18F] FDG PET/CT for response to systemic therapy in patients with advanced melanoma

V Liberini, M Rubatto, R Mimmo, R Passera… - Journal of Clinical …, 2021 - mdpi.com
Background/Aim: To evaluate the association between baseline [18F] FDG-PET/CT tumor
burden parameters and disease progression rate after first-line target therapy or …