Mario Sansone

Associate Professor

University of Naples Federico II

Italy

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About

Mario Sansone is an Associate Professor at the University of Naples Federico II in Italy. His research focuses on machine learning applications in biomedical fields, particularly in the areas of mammography and breast cancer diagnosis. Recent articles highlight his work on diagnostic applications of intraoral scanners, as well as various methodologies for assessing and enhancing imaging techniques in medical settings.

Articles (14)

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2024

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2024

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2023

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2023

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2022

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2022

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2021

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2021

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2020

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2020

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2020

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2020

Collaborators (5)

Giuseppe Cesarelli

Senior Assistant Professor

Parthenope University of Naples

ITALY

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Francesco Amato

University of Naples Federico II

ITALY

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Alfonso Maria Ponsiglione

ITALY

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Gianluca Gatta

ITALY

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Stefano Marrone

Università degli Studi di Napoli Federico II

ITALY

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Mario Sansone

Research Interests

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About

Articles (14)

Machine Learning for Biomedical Applications

A general framework for the assessment of scatter correction techniques in digital mammography

Diagnostic Applications of Intraoral Scanners: A Systematic Review

Machine Learning Approaches with Textural Features to Calculate Breast Density on Mammography

Comparison between two packages for pectoral muscle removal on mammographic images

Kinematic Evaluation of the Sagittal Posture during Walking in Healthy Subjects by 3D Motion Analysis Using DB-Total Protocol

A Pipelined Tracer-Aware Approach for Lesion Segmentation in Breast DCE-MRI

Blood Oxygenation Level Dependent Magnetic Resonance Imaging (MRI), Dynamic Contrast Enhanced MRI, and Diffusion Weighted MRI for Benign and Malignant Breast Cancer Discrimination: A Preliminary Experience

Radiomics and Artificial Intelligence Analysis with Textural Metrics Extracted by Contrast-Enhanced Mammography in the Breast Lesions Classification

Radiomic and Artificial Intelligence Analysis with Textural Metrics, Morphological and Dynamic Perfusion Features Extracted by Dynamic Contrast-Enhanced Magnetic Resonance Imaging in the Classification of Breast Lesions

Intravoxel Incoherent Motion Model of Diffusion Weighted Imaging and Diffusion Kurtosis Imaging in Differentiating of Local Colorectal Cancer Recurrence from Scar/Fibrosis Tissue by Multivariate Logistic Regression Analysis

Blood oxygenation level dependent magnetic resonance imaging and diffusion weighted MRI imaging for benign and malignant breast cancer discrimination.

Occurrence of Pasteurella multocida in Dogs Being Trained for Animal-Assisted Therapy

Animal-Assisted Therapy as a Non-Pharmacological Approach in Alzheimer's Disease: A Retrospective Study.

Collaborators (5)

Giuseppe Cesarelli

Francesco Amato

Alfonso Maria Ponsiglione

Gianluca Gatta

Stefano Marrone

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