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M

Mario Cesarelli

university of sannio

42H-index
389Paper Count
6.0KCitation Count
Published Papers 64
Publication Date
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A Method for Human Pose Estimation and Joint Angle Computation Through Deep Learning
errJournal of Imaging
IF3.3
err2026-04-06
err0
errOAAI
errLudovica Ciardiello; Patrizia Agnello; Marta Petyx; Fabio Martinelli; Mario Cesarelli; Antonella Santone; Francesco Mercaldo
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errSave
A Deep Learning-Based Approach for Explainable Microsatellite Instability Detection in Gastrointestinal Malignancies
errJournal of Imaging
IF3.3
err2026-03-03
err0
errOAAI
errLudovica Ciardiello; Patrizia Agnello; Marta Petyx; Fabio Martinelli; Mario Cesarelli; Antonella Santone; Francesco Mercaldo
errShare
errSave
NeoNet: A Novel Deep Learning Model for Retinal Disease Diagnosis and Localization
errSensors
IF3.5
err2026-03-03
err0
errOAAI
errValeria Sorgente; Simona Correra; Ilenia Verrillo; Mario Cesarelli; Fabio Martinelli; Antonella Santone; Francesco Mercaldo
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errSave
A Method for Automatic Emotion Detection Through Machine Learning
errApplied Sciences-Basel
IF2.5
err2025-12-30
err0
PREAI
errLucarelli, Jessica; Cesarelli, Mario; Santone, Antonella; Martinelli, Fabio; Mercaldo, Francesco
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errSave
An automatic approach to assess biomechanical risk using machine learning algorithms and inertial sensors
errPHYSICAL AND ENGINEERING SCIENCES IN MEDICINE
IF2
err2025-10-01
err1
PREAI
errPrisco, Giuseppe; Cesarelli, Mario; Esposito, Fabrizio; Santone, Antonella; Gargiulo, Paolo; Amato, Francesco; Donisi, Leandro
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errSave
Validity of a Novel Algorithm to Compute Spatiotemporal Parameters Based on a Single IMU Placed on the Lumbar Region
errSensors 2025, Vol. 25, Page 5822
IF3.5
err2025-09-29
err0
errOAAI
errGiuseppe Prisco; Giuseppe Cesarelli; Maria Romano; Marina Picillo; Carlo Ricciardi; Fabrizio Esposito; Paolo Barone; Mario Cesarelli; Leandro Donisi
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errSave
A method for skin lesion detection and localization by means of deep learning and reliable prediction explainability
errImage and Vision Computing
IF4.2
err2025-08-06
err0
errOAAI
errMarcello Di Giammarco; Antonella Santone; Mario Cesarelli; Fabio Martinelli; Francesco Mercaldo
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errSave
Exploring Bioimage Synthesis and Detection via Generative Adversarial Networks: A Multi-Faceted Case Study
errimaging
IF0
err2025-08-04
err0
errOAAI
errValeria Sorgente; Dante Biagiucci; Mario Cesarelli; Luca Brunese; Antonella Santone; Fabio Martinelli
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errSave
A radiomics approach to distinguish Progressive Supranuclear Palsy Richardson's syndrome from other phenotypes starting from MR images
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-06-01
err0
PREAI
errPisani, Noemi; Abate, Filomena; Avallone, Anna Rosa; Barone, Paolo; Cesarelli, Mario; Amato, Francesco; Picillo, Marina; Ricciardi, Carlo
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errSave
Explainable and Robust Deep Learning for Liver Segmentation Through U-Net Network
errDIAGNOSTICS
IF3.3
err2025-03-31
err0
errOAAI
errBrunese, Maria Chiara; Rocca, Aldo; Santone, Antonella; Cesarelli, Mario; Brunese, Luca; Mercaldo, Francesco
errShare
errSave
A Method for Polyp Segmentation Through U-Net Network
errBIOENGINEERING-BASEL
IF3.7
err2025-02-26
err0
errOAAI
errSantone, Antonella; Cesarelli, Mario; Mercaldo, Francesco
errShare
errSave
Combining Postural Sway Parameters and Machine Learning to Assess Biomechanical Risk Associated with Load-Lifting Activities
errDIAGNOSTICS
IF3.3
err2025-01-04
err0
errOAAI
errPrisco, Giuseppe; Pirozzi, Maria Agnese; Santone, Antonella; Cesarelli, Mario; Esposito, Fabrizio; Gargiulo, Paolo; Amato, Francesco; Donisi, Leandro
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errSave
Validity of Wearable Inertial Sensors for Gait Analysis: A Systematic Review
errDIAGNOSTICS
IF3.3
err2024-12-27
err1
errOAAI
errPrisco, Giuseppe; Pirozzi, Maria Agnese; Santone, Antonella; Esposito, Fabrizio; Cesarelli, Mario; Amato, Francesco; Donisi, Leandro
errShare
errSave
MR_NET: A Method for Breast Cancer Detection and Localization from Histological Images Through Explainable Convolutional Neural Networks
errSENSORS
IF3.5
err2024-10-31
err0
errOAAI
errCatalano, Rachele; Tibaldi, Myriam Giusy; Lombardi, Lucia; Santone, Antonella; Cesarelli, Mario; Mercaldo, Francesco
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errSave
Capability of Machine Learning Algorithms to Classify Safe and Unsafe Postures during Weight Lifting Tasks Using Inertial Sensors
errDIAGNOSTICS
IF3.3
err2024-03-08
err5
errOAAI
errPrisco, Giuseppe; Romano, Maria; Esposito, Fabrizio; Cesarelli, Mario; Santone, Antonella; Donisi, Leandro; Amato, Francesco
errShare
errSave
Alzheimer's Disease Evaluation Through Visual Explainability by Means of Convolutional Neural Networks
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2024-01-20
err1
PREAI
errMercaldo, Francesco; Di Giammarco, Marcello; Ravelli, Fabrizio; Martinelli, Fabio; Santone, Antonella; Cesarelli, Mario
errShare
errSave
Agreement between Optoelectronic System and Wearable Sensors for the Evaluation of Gait Spatiotemporal Parameters in Progressive Supranuclear Palsy
errSENSORS
IF3.5
err2023-12-16
err3
errOAAI
errRicciardi, Carlo; Pisani, Noemi; Donisi, Leandro; Abate, Filomena; Amboni, Marianna; Barone, Paolo; Picillo, Marina; Cesarelli, Mario; Amato, Francesco
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errSave
sEMG Spectral Analysis and Machine Learning Algorithms Are Able to Discriminate Biomechanical Risk Classes Associated with Manual Material Liftings
errBIOENGINEERING-BASEL
IF3.7
err2023-09-20
err5
errOAAI
errDonisi, Leandro; Jacob, Deborah; Guerrini, Lorena; Prisco, Giuseppe; Esposito, Fabrizio; Cesarelli, Mario; Amato, Francesco; Gargiulo, Paolo
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errSave
Explainable Convolutional Neural Networks for Brain Cancer Detection and Localisation
errSENSORS
IF3.5
err2023-09-02
err4
errOAAI
errMercaldo, Francesco; Brunese, Luca; Martinelli, Fabio; Santone, Antonella; Cesarelli, Mario
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errSave
MRI Liver Imaging Integrated with Texture Analysis in Native Liver Survivor Patients with Biliary Atresia after Kasai Portoenterostomy: Correlation with Medical Outcome after Surgical Treatment
errBIOENGINEERING-BASEL
IF3.7
err2023-02-28
err1
errOAAI
errCaruso, Martina; Stanzione, Arnaldo; Ricciardi, Carlo; Di Dato, Fabiola; Pisani, Noemi; Delli Paoli, Gregorio; De Giorgi, Marco; Liuzzi, Raffaele; Mollica, Carmine; Romeo, Valeria; Iorio, Raffaele; Cesarelli, Mario; Brunetti, Arturo; Maurea, Simone
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Paolo Barone
H-index: 93 · Papers: 682
M
Massimo Volpe
H-index: 93 · Papers: 1.4K
N
Nick Sevdalis
H-index: 89 · Papers: 696
N
Neville A. Stanton
H-index: 86 · Papers: 1.1K
A
Alfonso Fasano
H-index: 74 · Papers: 851
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