Giovanni Pasini

Pubblicazioni

Titolo Pubblicato in Anno
[18F]PSMA-1007 PET/CT-based radiomics may help enhance the interpretation of bone focal uptakes in hormone-sensitive prostate cancer patients EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING 2025
Development and Implementation of an Innovative Framework for Automated Radiomics Analysis in Neuroimaging JOURNAL OF IMAGING 2024
Assessing the Robustness and Reproducibility of CT Radiomics Features in Non-small-cell Lung Carcinoma Image Analysis and Processing - ICIAP 2023 Workshops 2024
Prediction of High Pathological Grade in Prostate Cancer Patients Undergoing [18F]-PSMA PET/CT: A Preliminary Radiomics Study Image Analysis and Processing - ICIAP 2023 Workshops 2024
A Robust [18F]-PSMA-1007 Radiomics Ensemble Model for Prostate Cancer Risk Stratification JOURNAL OF IMAGING INFORMATICS IN MEDICINE 2024
Preclinical Implementation of matRadiomics: A Case Study for Early Malformation Prediction in Zebrafish Model JOURNAL OF IMAGING 2024
Implementation of Automatic Segmentation Framework as Preprocessing Step for Radiomics Analysis of Lung Anatomical Districts BIOMEDINFORMATICS 2024
Phenotyping the histopathological subtypes of non-small-cell lung carcinoma: how beneficial is radiomics? DIAGNOSTICS 2023
Radiomics Analyses to Predict Histopathology in Patients with Metastatic Testicular Germ Cell Tumors before Post-Chemotherapy Retroperitoneal Lymph Node Dissection JOURNAL OF IMAGING 2023
A Critical Analysis of the Robustness of Radiomics to Variations in Segmentation Methods in 18F-PSMA-1007 PET Images of Patients Affected by Prostate Cancer DIAGNOSTICS 2023
matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive Model JOURNAL OF IMAGING 2022
MRI-Based Radiomics Analysis for Identification of Features Correlated with the Expanded Disability Status Scale of Multiple Sclerosis Patients Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022
matRadiomics: From Biomedical Image Visualization to Predictive Model Implementation Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2022

ERC

  • LS7_14
  • PE6
  • PE6_11

KET

  • Big data & computing
  • Life-science technologies & biotechnologies

Keywords

radiomic machine learning
Medical image processing
Artificial Intelligence (AI)
machine learning
Biomedical applications
biomedical analysis

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