Shape-based breast lesion classification using digital tomosynthesis images: The role of explainable artificial intelligence SM Hussain, D Buongiorno, N Altini, F Berloco, B Prencipe, M Moschetta, ... Applied Sciences 12 (12), 6230, 2022 | 37 | 2022 |
Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy N Altini, M Rossini, S Turkevi-Nagy, F Pesce, P Pontrelli, B Prencipe, ... Computer Methods and Programs in Biomedicine 242, 107814, 2023 | 11 | 2023 |
Distributed analytics for big data: A survey F Berloco, V Bevilacqua, S Colucci Neurocomputing 574, 127258, 2024 | 6 | 2024 |
A time-dependent explainable radiomic analysis from the multi-omic cohort of CPTAC-Pancreatic Ductal Adenocarcinoma GM Zaccaria, F Berloco, D Buongiorno, A Brunetti, N Altini, V Bevilacqua Computer Methods and Programs in Biomedicine 257, 108408, 2024 | 2 | 2024 |
Enhancing Survival Analysis Model Selection through XAI (t) in Healthcare F Berloco, PM Marvulli, V Suglia, S Colucci, G Pagano, L Palazzo, ... Applied Sciences 14 (14), 6084, 2024 | 2 | 2024 |
A systematic review of distributed deep learning frameworks for big data F Berloco, V Bevilacqua, S Colucci International Conference on Intelligent Computing, 242-256, 2022 | 2 | 2022 |
ARGO 2.0: a Hybrid NLP/ML Framework for Diagnosis Standardization F Berloco, S Ciavarella, S Colucci, LA Grieco, A Guarini, GM Zaccaria 2023 45th Annual International Conference of the IEEE Engineering in …, 2023 | 1 | 2023 |
Multimodal approaches in healthcare Big Data Analytics for precision medicine F Berloco Politecnico di Bari, 2024 | | 2024 |
Validation of Argo (Automatic record generator for Onco-Hematology), a New App Supporting the Automatic Conversion of Paper-Based Pathology Reports in Standardized Ecrfs GM Zaccaria, F Berloco, F Clemente, AS Pappagallo, MC Vegliante, ... Blood 140 (Supplement 1), 10720-10721, 2022 | | 2022 |