Francesco Prinzi

20 papers B 2Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Local-to-Global Graph Neural Network for Major Depressive Disorder Classification from rs-fMRI. IJCNN Leoni-Stavroula Christakou, Tiziana Currieri, Francesco Prinzi, Salvatore Vitabile
2025	J	`jnl`	Machine Learning Algorithms for Biomedical Image Analysis and Their Applications. Algorithms Francesco Prinzi, Inês Prata Machado, Carmelo Militello
2025	J	`jnl`	Rad4XCNN: A new agnostic method for post-hoc global explanation of CNN-derived features by means of Radiomics. Comput. Methods Programs Biomed. Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile
2025	J	`jnl`	Using AI explainable models and handwriting/drawing tasks for psychological well-being. Inf. Syst. Francesco Prinzi, Pietro Barbiero, Claudia Greco, Terry Amorese, Gennaro Cordasco, Pietro Liò, Salvatore Vitabile, Anna Esposito
2024	J	`jnl`	A Yolo-Based Model for Breast Cancer Detection in Mammograms. Cogn. Comput. Francesco Prinzi, Marco Insalaco, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile
2024	J	`jnl`	Breast cancer classification through multivariate radiomic time series analysis in DCE-MRI sequences. Expert Syst. Appl. Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile
2024	J	`jnl`	Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. Medical Image Anal. Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Pingyu Wang, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Abdul Qayyum, Moona Mazher, Athol Wells, Simon L. F. Walsh, Guang Yang
2024	J	`jnl`	Interpretable Radiomic Signature for Breast Microcalcification Detection and Classification. J. Imaging Inform. Medicine Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile
2024	B	`conf`	MUGI-MRI: Enhancing Breast Cancer Classification through Multiplex Graph Neural Networks in DCE-MRI. IJCNN Francesco Ceccarelli, Francesco Prinzi, Pietro Liò, Salvatore Vitabile, Sean B. Holden
2024	J	`jnl`	Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics. CoRR Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile
2023	—	`conf`	Breast Cancer Malignancy Prediction through Explainable Models based on a Multimodal Signature of Features. CIBB Francesco Prinzi, Carmelo Militello, Tommaso Vincenzo Bartolotta, Salvatore Vitabile
2023	J	`jnl`	CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease. Cogn. Comput. Carmelo Militello, Francesco Prinzi, Giulia Sollami, Leonardo Rundo, Ludovico La Grutta, Salvatore Vitabile
2023	—	`conf`	Explainable Depression Detection Using Handwriting Features. WIRN Francesco Prinzi, Gennaro Raimo, Pietro Barbiero, Gennaro Cordasco, Pietro Liò, Salvatore Vitabile, Anna Esposito
2023	J	`jnl`	Explainable Machine-Learning Models for COVID-19 Prognosis Prediction Using Clinical, Laboratory and Radiomic Features. IEEE Access Francesco Prinzi, Carmelo Militello, Nicola Scichilone, Salvatore Gaglio, Salvatore Vitabile
2023	J	`jnl`	Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. CoRR Yang Nan, Xiaodan Xing, Shiyi Wang, Zeyu Tang, Federico N. Felder, Sheng Zhang, Roberta Eufrasia Ledda, Xiaoliu Ding, Ruiqi Yu, Weiping Liu, Feng Shi, Tianyang Sun, Zehong Cao, Minghui Zhang, Yun Gu, Hanxiao Zhang, Jian Gao, Wen Tang, Pengxin Yu, Han Kang, Junqiang Chen, Xing Lu, Boyu Zhang, Michail Mamalakis, Francesco Prinzi, Gianluca Carlini, Lisa Cuneo, Abhirup Banerjee, Zhaohu Xing, Lei Zhu, Zacharia Mesbah, Dhruv Jain, Tsiry Mayet, Hongyu Yuan, Qing Lyu, Athol Wells, Simon Walsh, Guang Yang
2023	J	`jnl`	Impact of Wavelet Kernels on Predictive Capability of Radiomic Features: A Case Study on COVID-19 Chest X-ray Images. J. Imaging Francesco Prinzi, Carmelo Militello, Vincenzo Conti, Salvatore Vitabile
2023	—	`conf`	Leveraging Diffuser Data Augmentation to Enhance ViT-Based Performance on Dermatoscopic Melanoma Images Classification. CIBB Tiziana Currieri, Giovanni Cicceri, Sergio Cannata, Giansalvo Cirrincione, Marta Lovino, Carmelo Militello, Francesco Prinzi, Eros Pasero, Salvatore Vitabile
2023	J	`jnl`	Transformer-Based Approach to Melanoma Detection. Sensors Giansalvo Cirrincione, Sergio Cannata, Giovanni Cicceri, Francesco Prinzi, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Salvatore Vitabile
2023	—	`conf`	ViT-Based Classification of Mammogram Images: Impact of Data Augmentation Techniques. WIRN Sergio Cannata, Giovanni Cicceri, Giansalvo Cirrincione, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Francesco Prinzi, Salvatore Vitabile
2022	—	`conf`	ML-Based Radiomics Analysis for Breast Cancer Classification in DCE-MRI. AII Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Massimo Midiri, Salvatore Vitabile