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Fully 3D Active Surface with Machine Learning for PET Image Segmentation

Journal of imaging, 2020-10, Vol.6 (11), p.113

Comelli, Albert

2020

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Customized Efficient Neural Network for COVID-19 Infected Region Identification in CT Images

Journal of imaging, 2021-08, Vol.7 (8), p.131

2021

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Deep Learning Whole‐Gland and Zonal Prostate Segmentation on a Public MRI Dataset

Journal of magnetic resonance imaging, 2021-08, Vol.54 (2), p.452-459

2021

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A preliminary PET radiomics study of brain metastases using a fully automatic segmentation method

BMC bioinformatics, 2020-09, Vol.21 (Suppl 8), p.1-325, Article 325

2020

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New Parametric 2D Curves for Modeling Prostate Shape in Magnetic Resonance Images

Symmetry (Basel), 2024-06, Vol.16 (6), p.755

2024

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Deep Learning-Based Methods for Prostate Segmentation in Magnetic Resonance Imaging

Applied sciences, 2021-01, Vol.11 (2), p.782

2021

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Recent Developments in Nanoparticle Formulations for Resveratrol Encapsulation as an Anticancer Agent

Pharmaceuticals (Basel, Switzerland), 2024-01, Vol.17 (1), p.126

2024

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Shearlet Transform Applied to a Prostate Cancer Radiomics Analysis on MR Images

Mathematics (Basel), 2024-05, Vol.12 (9), p.1296

2024

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matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive Model

Journal of imaging, 2022-08, Vol.8 (8), p.221

2022

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PET-based artificial intelligence applications in cardiac nuclear medicine

Swiss medical weekly, 2022-01, Vol.152, p.w30123

2022

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High-Risk HPV CISH Detection in Cervical Biopsies with Weak and/or Focal p16 Immunohistochemical Positivity

International journal of molecular sciences, 2024-05, Vol.25 (10), p.5354

2024

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Image Processing and Analysis for Preclinical and Clinical Applications

Applied sciences, 2022-08, Vol.12 (15), p.7513

2022

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Phenotyping the Histopathological Subtypes of Non-Small-Cell Lung Carcinoma: How Beneficial Is Radiomics?

Diagnostics (Basel), 2023-03, Vol.13 (6), p.1167

2023

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A Review of Advances in Molecular Imaging of Rheumatoid Arthritis: From In Vitro to Clinic Applications Using Radiolabeled Targeting Vectors with Technetium-99m

Life (Basel, Switzerland), 2024-06, Vol.14 (6), p.751

2024

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Editorial: Radiomics and radiogenomics in genitourinary oncology: artificial intelligence and deep learning applications

Frontiers in radiology, 2023-12, Vol.3, p.1325594-1325594

2023

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Feasibility on the Use of Radiomics Features of 11[C]-MET PET/CT in Central Nervous System Tumours: Preliminary Results on Potential Grading Discrimination Using a Machine Learning Model

Current oncology (Toronto), 2021-12, Vol.28 (6), p.5318-5331

2021

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Deep learning approach for the segmentation of aneurysmal ascending aorta

Biomedical Engineering Letters (BMEL), 2021, 11(1), , pp.15-24

2021

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Robustness of PET Radiomics Features: Impact of Co-Registration with MRI

Applied sciences, 2021-11, Vol.11 (21), p.10170

2021

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Anti-Arthritic and Anti-Cancer Activities of Polyphenols: A Review of the Most Recent In Vitro Assays

Life (Basel, Switzerland), 2023-01, Vol.13 (2), p.361

2023

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[ 68 Ga]DOTATOC PET/CT Radiomics to Predict the Response in GEP-NETs Undergoing [ 177 Lu]DOTATOC PRRT: The "Theragnomics" Concept

Cancers, 2022-02, Vol.14 (4), p.984

2022

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Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies

Journal of imaging, 2020-11, Vol.6 (11), p.125

2020

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Radiomics and Prostate MRI: Current Role and Future Applications

Journal of imaging, 2021-02, Vol.7 (2), p.34

2021

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Performance of Radiomics Features in the Quantification of Idiopathic Pulmonary Fibrosis from HRCT

Diagnostics (Basel), 2020-05, Vol.10 (5), p.306

2020

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Radiomics Analysis of Brain [ 18 F]FDG PET/CT to Predict Alzheimer's Disease in Patients with Amyloid PET Positivity: A Preliminary Report on the Application of SPM Cortical Segmentation, Pyradiomics and Machine-Learning Analysis

Diagnostics (Basel), 2022-04, Vol.12 (4), p.933

2022

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Digital Pathology: A Comprehensive Review of Open-Source Histological Segmentation Software

BioMedInformatics, 2024-03, Vol.4 (1), p.173-196

2024

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Fully 3D Active Surface with Machine Learning for PET Image Segmentation

Customized Efficient Neural Network for COVID-19 Infected Region Identification in CT Images

Deep Learning Whole‐Gland and Zonal Prostate Segmentation on a Public MRI Dataset

A preliminary PET radiomics study of brain metastases using a fully automatic segmentation method

New Parametric 2D Curves for Modeling Prostate Shape in Magnetic Resonance Images

Deep Learning-Based Methods for Prostate Segmentation in Magnetic Resonance Imaging

Recent Developments in Nanoparticle Formulations for Resveratrol Encapsulation as an Anticancer Agent

Shearlet Transform Applied to a Prostate Cancer Radiomics Analysis on MR Images

matRadiomics: A Novel and Complete Radiomics Framework, from Image Visualization to Predictive Model

PET-based artificial intelligence applications in cardiac nuclear medicine

High-Risk HPV CISH Detection in Cervical Biopsies with Weak and/or Focal p16 Immunohistochemical Positivity

Image Processing and Analysis for Preclinical and Clinical Applications

Phenotyping the Histopathological Subtypes of Non-Small-Cell Lung Carcinoma: How Beneficial Is Radiomics?

A Review of Advances in Molecular Imaging of Rheumatoid Arthritis: From In Vitro to Clinic Applications Using Radiolabeled Targeting Vectors with Technetium-99m

Editorial: Radiomics and radiogenomics in genitourinary oncology: artificial intelligence and deep learning applications

Feasibility on the Use of Radiomics Features of 11[C]-MET PET/CT in Central Nervous System Tumours: Preliminary Results on Potential Grading Discrimination Using a Machine Learning Model

Deep learning approach for the segmentation of aneurysmal ascending aorta

Robustness of PET Radiomics Features: Impact of Co-Registration with MRI

Anti-Arthritic and Anti-Cancer Activities of Polyphenols: A Review of the Most Recent In Vitro Assays

[ 68 Ga]DOTATOC PET/CT Radiomics to Predict the Response in GEP-NETs Undergoing [ 177 Lu]DOTATOC PRRT: The "Theragnomics" Concept

Lung Segmentation on High-Resolution Computerized Tomography Images Using Deep Learning: A Preliminary Step for Radiomics Studies

Radiomics and Prostate MRI: Current Role and Future Applications

Performance of Radiomics Features in the Quantification of Idiopathic Pulmonary Fibrosis from HRCT

Radiomics Analysis of Brain [ 18 F]FDG PET/CT to Predict Alzheimer's Disease in Patients with Amyloid PET Positivity: A Preliminary Report on the Application of SPM Cortical Segmentation, Pyradiomics and Machine-Learning Analysis

Digital Pathology: A Comprehensive Review of Open-Source Histological Segmentation Software

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