Maurizio Troiano

Pubblicazioni

Titolo Pubblicato in Anno
The Use of Artificial Intelligence in the Liver Histopathology Field: A Systematic Review DIAGNOSTICS 2024
A comparative analysis of the Bayesian regularization and Levenberg–Marquardt training algorithms in neural networks for small datasets: a metrics prediction of neolithic laminar artefacts INFORMATION 2024
The use of Artificial Intelligence in liver histopathology field: a systematic review DIAGNOSTICS 2024
A comparative analysis of machine learning algorithms for identifying cultural and technological groups in archaeological datasets through clustering analysis of homogeneous data ELECTRONICS 2024
A neural network analysis for metrics prediction of pre-pottery Neolithic-B laminar artefacts from Southern Levant Proc. 30th European Association of Archaeologists (EAA) Annual Meeting 2024
Neural network analysis for predicting metrics of fragmented laminar artifacts: a case study from MPPNB sites in the Southern Levant SCIENTIFIC REPORTS 2024
Comparison Between Two Artificial Intelligence Models to Discriminate Cancerous Cell Nuclei Based on Confocal Fluorescence Imaging in Hepatocellular Carcinoma DIGESTIVE AND LIVER DISEASE 2024
Cultural Subdivisions within the Middle Pre-Pottery Neolithic B in the Southern Levant: A Neural Network approach on the techno-typological analysis of the chipped stone industry Proc. World Neolithic Congress 2024 2024
Anomaly Detection for Skin Lesion Images Using Convolutional Neural Network and Injection of Handcrafted Features: A Method That Bypasses the Preprocessing of Dermoscopic Images ALGORITHMS 2023
A machine learning approach for the dimensional reconstruction of the laminar artefacts of the MPPNB sites in the Southern Levant Proc. 29th Annual Meeting of the European Association of Archaeologists (EAA) 2023
Machine-Learning Assisted Detection of Cancerous Cell Nuclei Based on Confocal Imaging and Fluorescent Probes in Hepatocellular Carcinoma Proc. Annual Meeting Alleanza Contro il Cancro (ACC) 2023
Accurate classification of liver nuclei based on AI models for diagnostic support of hepatocellular carcinoma DIGESTIVE AND LIVER DISEASE 2022
Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic Review ALGORITHMS 2022
GPR radargrams analysis through machine learning approach JOURNAL OF ELECTROMAGNETIC WAVES AND APPLICATIONS 2021
Machine Learning for analysis of GPR images and electromagnetic diagnostics Proc. URSI GASS 2020 2020
“Deep Learning for analysis of GPR images” Radar and Remote Sensing Workshop 2019
Deep Learning for applications to Ground Penetrating Radar and electromagnetic diagnostic PIERS 2019

Gruppi di ricerca

Indagini elettromagnetiche sub-superficiali mediante Georadar (o Ground Penetrating Radar, GPR)
Applicazioni dell'intelligenza artificiale alle immagini biomediche e alla diagnostica medica
Applicazioni elettromagnetiche ai beni culturali
Applicazioni elettromagnetiche ai sistemi biologici

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