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Giuseppe L. Banna

Giuseppe Luigi Banna

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affiliation: Cannizzaro Hospital, Division of Medical Oncology, Catania, Italy

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2020 – today

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2021
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Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato:
Advanced Deep Network with Attention and Genetic-Driven Reinforcement Learning Layer for an Efficient Cancer Treatment Outcome Prediction. ICIP 2021: 294-298
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Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Sebastiano Battiato:
Advanced Densely Connected System with Embedded Spatio-Temporal Features Augmentation for Immunotherapy Assessment. IJCNN 2021: 1-7
2020
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Francesco Rundo, Giuseppe Luigi Banna, Luca Prezzavento, Francesca Trenta, Sabrina Conoci, Sebastiano Battiato:
3D Non-Local Neural Network: A Non-Invasive Biomarker for Immunotherapy Treatment Outcome Prediction. Case-Study: Metastatic Urothelial Carcinoma. J. Imaging 6(12): 133 (2020)
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Francesco Rundo, Giuseppe Luigi Banna, Francesca Trenta, Concetto Spampinato, Luc M. Bidaut, Xujiong Ye, Stefanos D. Kollias, Sebastiano Battiato:
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study. ICPR Workshops (1) 2020: 227-242

2010 – 2019

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2019
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Francesco Rundo, Giuseppe Luigi Banna, Sabrina Conoci:
Bio-Inspired Deep-CNN Pipeline for Skin Cancer Early Diagnosis. Comput. 7(3): 44 (2019)
2018
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Francesco Rundo, Sabrina Conoci, Giuseppe L. Banna, Alessandro Ortis, Filippo Stanco, Sebastiano Battiato:
Evaluation of Levenberg-Marquardt neural networks and stacked autoencoders clustering for skin lesion analysis, screening and follow-up. IET Comput. Vis. 12(7): 957-962 (2018)
2017
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Francesco Rundo, Sabrina Conoci, Giuseppe L. Banna, Filippo Stanco, Sebastiano Battiato:
Bio-Inspired Feed-Forward System for Skin Lesion Analysis, Screening and Follow-Up. ICIAP (2) 2017: 399-409

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