GIANINI, GABRIELE
GIANINI, GABRIELE
Dipartimento di Informatica Giovanni Degli Antoni
A lightweight AI system for real-time elderly fall detection
2026 M. Fayad, M.A. Merzoug, A. Mostefaoui, E. Damiani, G. Gianini, R. Yahiaoui
Unlabeled Multimodal Datasets for Robust Emotion Recognition
2026 I.F. Ramos, G. Gianini, E. Damiani
Exploring UNet-based models for prostate lesion segmentation from multi-sequence MRI (T2W, ADC, DWI)
2026 S. Fouladi, F. Darvizeh, G. Gianini, R. Di Meo, L. Di Palma, E. Damiani, A. Maiocchi, D. Fazzini, M. Alì
Human-Centered Evaluation of Control and Perception Interface Factors in a Teleoperational Cutting Task
2026 I.F. Ramos, K. Sagar, P. Long, M.C. Leva, E. Damiani, G. Gianini
A Deep Learning Framework for Predicting Business Process Violations
2026 G. Tello, G. Gianini, R. Mizouni, C. Mio, E. Damiani, P. Ceravolo
A Federated Learning Architecture for Prostate MRI Image Segmentation
2025 A. Bovio, M. Barile, F. Pallotta, L. Pede, A. Maiocchi, M. Alì, F. Darvizeh, D. Fazzini, F. Lacavalla, M. Banzi, G. Gianini, C. Mio, F. Berto, R. Bondaruc, E. Damiani, S. Fouladi
Neural Network Models for Prostate Zones Segmentation in Magnetic Resonance Imaging
2025 S. Fouladi, L. Di Palma, F. Darvizeh, D. Fazzini, A. Maiocchi, S. Papa, G. Gianini, M. Alì
AI-Based Prostate Lesion Segmentation on In-House mp-MRI: Impact of U-Net Variants and PI-RADS Levels
2025 S. Fouladi, F. Darvizeh, R. Di Meo, L. Di Palma, G. Gianini, A. Maiocchi, D. Fazzini, M. Alì
Advanced Prostate MRI Analysis: UNET-Based Models for Zonal and Lesion Segmentation
2025 S. Fouladi, G. Gianini, D. Fazzini, A. Maiocchi, E. Damiani, S. Papa, M. Ali
Collaborative Intelligence for Safety-Critical Industries: A Literature Review
2024 I.F. Ramos, G. Gianini, M.C. Leva, E. Damiani
Automatic Prostate Cancer Segmentation: An AI-Based Tool For Radiological Clinical Practice
2024 L. Di Palma, S. Fouladi, G. Gianini, D. Fazzini, A. Maiocchi, S. Papa, M. Alì
Enhancing Prostate Cancer Detection with AI-Based Ensemble Models on T2-Weighted MRI Sequences
2024 S. Fouladi, L. Di Palma, D. Fazzini, G. Gianini, A. Maiocchi, S. Papa, M. Alì
Certifying accuracy, privacy, and robustness of ML-based malware detection
2024 N. Bena, M. Anisetti, G. Gianini, C.A. Ardagna
A Decade of Churn Prediction Techniques in the TelCo Domain: A Survey
2024 A. Barsotti, G. Gianini, C. Mio, J. Lin, H. Babbar, A. Singh, F. Taher, E. Damiani
A roadmap for improving data quality through standards for collaborative intelligence in human-robot applications
2024 S. Mehak, S. Mehak, I.F. Ramos, K. Sagar, A. Ramasubramanian, J.D. Kelleher, M. Guilfoyle, G. Gianini, E. Damiani, M. Chiara Leva
Retinex by Autoencoders
2023 C. Pezzoni, C. Mio, A. Barsotti, G. Gianini
Attribute-Based Encryption Schemes for Next Generation Wireless IoT Networks: A Comprehensive Survey
2023 N. Shruti, S. Rani, D.K. Sah, G. Gianini
A U-Net Neural Network-based Approach to Prostate Lesions Segmentation on Multi-parametric Magnetic Resonance Imaging
2023 S. Fouladi, G. Gianini, S. Ibba, M. Cè, M. Cellina, A. Maiocchi, D. Fazzini, S. Papa, M. Alì
REERP: A Region-Based Energy-Efficient Routing Protocol for IoT Wireless Sensor Networks
2023 R. Dogra, S. Rani, G. Gianini
User-Centered Evaluation Framework for Telerobot Interface and Interaction factors -- A Case Study on Medical Device Manufacturing
2023 I.F. Fernandes Ramos, K. Sagar, P. Long, E. Damiani, M. Chiara Leva, G. Gianini