Fatih Aksu

13 papers B 1Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC.
CoRR
Alice Natalina Caragliano, Giulia Farina, Fatih Aksu, Camillo Maria Caruso, Claudia Tacconi, Carlo Greco, Lorenzo Nibid, Edy Ippolito, Michele Fiore, Giuseppe Perrone, Sara Ramella, Paolo Soda, Valerio Guarrasi
2025 J jnl
A systematic review of intermediate fusion in multimodal deep learning for biomedical applications.
Image Vis. Comput.
Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
2025 J jnl
Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET.
CoRR
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2025 J jnl
Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET.
Pattern Recognit. Lett.
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2025 — conf
NSCLC histological subtype classification from CT scans using generalist 3D medical foundation models.
ICHI
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2025 — conf
Next-gen health: from multimodal AI to foundation models.
Ital-IA
Rosa Sicilia, Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Ermanno Cordelli, Arianna Francesconi, Valerio Guarrasi, Giulio Iannello, Guido Manni, Massimiliano Mantegna, Giustino Marino, Daniele Molino, Elena Mulero Ayllon, Filippo Ruffini, Linlin Shen, Matteo Tortora, Paolo Soda
2025 — conf
Transformer-Based Analysis for Detecting Pulmonary Nodules in CT Scans: Preliminary Results.
BIBM
Martina De Salazar, Fatih Aksu, Raffaele Giancotti, Fabrizia Gelardi, Patrizia Vizza, Pietro Hiram Guzzi, Paolo Soda, Giuseppe Tradigo, Arturo Chiti, Pierangelo Veltri
2024 J jnl
A Systematic Review of Intermediate Fusion in Multimodal Deep Learning for Biomedical Applications.
CoRR
Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda
2024 — conf
Enhancing NSCLC Histological Subtype Classification: A Federated Learning Approach Using Triplet Loss.
ICPR (Workshops and Challenges, 2)
Fatih Aksu, Ermanno Cordelli, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2024 — conf
Toward a Multimodal Deep Learning Approach for Histological Subtype Classification in NSCLC.
BIBM
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
2024 — conf
Towards AI-driven Next Generation Personalized Healthcare and Well-being.
Ital-IA
Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Wenting Chen, Ermanno Cordelli, Omar Coser, Arianna Francesconi, Leonardo Furia, Valerio Guarrasi, Giulio Iannello, Clemente Lauretti, Guido Manni, Giustino Marino, Domenico Paolo, Filippo Ruffini, Linlin Shen, Rosa Sicilia, Paolo Soda, Christian Tamantini, Matteo Tortora, Zhuoru Wu, Loredana Zollo
2023 — conf
Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges.
Ital-IA
Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda
2023 B conf
Early Experiences on using Triplet Networks for Histological Subtype Classification in Non-Small Cell Lung Cancer.
CBMS
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda