Pattern Recognition and Computer Vision Lab with AI - PeRCeiVe.AI Lab - Papers
2025 - Exploring the Impact of Model Parameters and Components on Video Saliency Prediction with Foundation Models
C Spampinato, A Borji, S Palazzo
2025 - Cyst-X: AI-Powered Pancreatic Cancer Risk Prediction from Multicenter MRI in Centralized and Federated Learning
H Pan, G Durak, E Keles, D Seyithanoglu, Z Zhang, A Medetalibeyoglu, ...
2025 - Automated MoCA Score Estimation Using Eye-Gaze Data and Vision Transformers
R Mineo, I Kavasidis, FP Salanitri, L Passarello, G Piccininno, V Masciale, ...
2025 - Multi-center evaluation of radiomics and deep learning to stratify malignancy risk of IPMNs
AM Bejar, MJ Gonzalez, Z Hong, G Durak, E Keles, HE Aktas, Z Zhang, ...
2025 - Ethical framework for responsible foundational models in medical imaging
D Jha, G Durak, A Das, J Sanjotra, O Susladkar, S Sarkar, A Rauniyar, ...
2025 - Conditional Visuo-Textual Prompt Learning for Medical Image Analysis
R Mineo, G Bellitto, FP Salanitri, R Hendrix, U Bagci, D Giordano, ...
2025 - IPMN Risk Assessment Under Federated Learning Paradigm
H Pan, Z Hong, G Durak, E Keles, HE Aktas, Y Taktak, A Medetalibeyoglu, ...
2025 - Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI
H Pan, G Durak, Z Zhang, Y Taktak, E Keles, HE Aktas, ...
2025 - Eeg-music emotion recognition: Challenge overview
S Calcagno, S Carnemolla, I Kavasidis, S Palazzo, D Giordano, ...
2025 - Distilling Knowledge from Large Video Models for Driver Visual Attention Prediction
M Moradi, M Moradi, C Spampinato, A Borji, S Palazzo