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2020 – today
- 2025
[j11]Francesco Prinzi
, Inês Prata Machado, Carmelo Militello:
Machine Learning Algorithms for Biomedical Image Analysis and Their Applications. Algorithms 18(6): 337 (2025)- [j10]Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile:
Rad4XCNN: A new agnostic method for post-hoc global explanation of CNN-derived features by means of Radiomics. Comput. Methods Programs Biomed. 260: 108576 (2025) - [j9]Francesco Prinzi, Pietro Barbiero, Claudia Greco, Terry Amorese, Gennaro Cordasco, Pietro Liò, Salvatore Vitabile, Anna Esposito:
Using AI explainable models and handwriting/drawing tasks for psychological well-being. Inf. Syst. 127: 102465 (2025) - [c8]Roman Byrtus, Francesco Prinzi, Petr Vasík, Salvatore Vitabile:
Hypercomplexification of U-Net by Clifford Algebra Embeddings. ENGAGE 2025: 63-73 - [c7]Leoni-Stavroula Christakou, Tiziana Currieri, Francesco Prinzi, Salvatore Vitabile:
A Local-to-Global Graph Neural Network for Major Depressive Disorder Classification from rs-fMRI. IJCNN 2025: 1-8 - 2024
- [j8]Francesco Prinzi, Marco Insalaco, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile:
A Yolo-Based Model for Breast Cancer Detection in Mammograms. Cogn. Comput. 16(1): 107-120 (2024) - [j7]Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile:
Breast cancer classification through multivariate radiomic time series analysis in DCE-MRI sequences. Expert Syst. Appl. 249: 123557 (2024) - [j6]Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Salvatore Vitabile:
Interpretable Radiomic Signature for Breast Microcalcification Detection and Classification. J. Imaging Inform. Medicine 37(3): 1038-1053 (2024) - [j5]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:
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. Medical Image Anal. 97: 103253 (2024) - [c6]Francesco Ceccarelli, Francesco Prinzi, Pietro Liò, Salvatore Vitabile, Sean B. Holden:
MUGI-MRI: Enhancing Breast Cancer Classification through Multiplex Graph Neural Networks in DCE-MRI. IJCNN 2024: 1-8 - [i2]Francesco Prinzi, Carmelo Militello, Calogero Zarcaro, Tommaso Vincenzo Bartolotta, Salvatore Gaglio, Salvatore Vitabile:
Rad4XCNN: a new agnostic method for post-hoc global explanation of CNN-derived features by means of radiomics. CoRR abs/2405.02334 (2024) - 2023
- [j4]Francesco Prinzi, Carmelo Militello, Nicola Scichilone, Salvatore Gaglio, Salvatore Vitabile:
Explainable Machine-Learning Models for COVID-19 Prognosis Prediction Using Clinical, Laboratory and Radiomic Features. IEEE Access 11: 121492-121510 (2023) - [j3]Carmelo Militello, Francesco Prinzi, Giulia Sollami, Leonardo Rundo, Ludovico La Grutta, Salvatore Vitabile:
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease. Cogn. Comput. 15(1): 238-253 (2023) - [j2]Francesco Prinzi, Carmelo Militello, Vincenzo Conti, Salvatore Vitabile:
Impact of Wavelet Kernels on Predictive Capability of Radiomic Features: A Case Study on COVID-19 Chest X-ray Images. J. Imaging 9(2): 32 (2023) - [j1]Giansalvo Cirrincione, Sergio Cannata, Giovanni Cicceri, Francesco Prinzi, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Salvatore Vitabile:
Transformer-Based Approach to Melanoma Detection. Sensors 23(12): 5677 (2023) - [c5]Tiziana Currieri, Giovanni Cicceri, Sergio Cannata, Giansalvo Cirrincione, Marta Lovino, Carmelo Militello, Francesco Prinzi, Eros Pasero, Salvatore Vitabile:
Leveraging Diffuser Data Augmentation to Enhance ViT-Based Performance on Dermatoscopic Melanoma Images Classification. CIBB 2023: 16-27 - [c4]Francesco Prinzi, Carmelo Militello, Tommaso Vincenzo Bartolotta, Salvatore Vitabile:
Breast Cancer Malignancy Prediction through Explainable Models based on a Multimodal Signature of Features. CIBB 2023: 89-100 - [c3]Sergio Cannata, Giovanni Cicceri, Giansalvo Cirrincione, Tiziana Currieri, Marta Lovino, Carmelo Militello, Eros Pasero, Francesco Prinzi, Salvatore Vitabile:
ViT-Based Classification of Mammogram Images: Impact of Data Augmentation Techniques. WIRN 2023: 225-233 - [c2]Francesco Prinzi, Gennaro Raimo, Pietro Barbiero, Gennaro Cordasco, Pietro Liò, Salvatore Vitabile, Anna Esposito:
Explainable Depression Detection Using Handwriting Features. WIRN 2023: 365-375 - [i1]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:
Hunting imaging biomarkers in pulmonary fibrosis: Benchmarks of the AIIB23 challenge. CoRR abs/2312.13752 (2023) - 2022
- [c1]Francesco Prinzi, Alessia Orlando, Salvatore Gaglio, Massimo Midiri, Salvatore Vitabile:
ML-Based Radiomics Analysis for Breast Cancer Classification in DCE-MRI. AII 2022: 144-158
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