Fatih Aksu

According to our database, Fatih Aksu authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Learning from Limited and Incomplete Data: A Multimodal Framework for Predicting Pathological Response in NSCLC.

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

CoRR, March, 2026

2025

Multi-stage intermediate fusion for multimodal learning to classify non-small cell lung cancer subtypes from CT and PET.

Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda

Pattern Recognit. Lett., 2025

A systematic review of intermediate fusion in multimodal deep learning for biomedical applications.

Valerio Guarrasi, Fatih Aksu, Camillo Maria Caruso, Francesco Di Feola, Aurora Rofena, Filippo Ruffini, Paolo Soda

Image Vis. Comput., 2025

Next-gen health: from multimodal AI to foundation models.

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

Proceedings of the Joint Proceedings of the Thematic Workshops at Ital-IA 2025 colocated with the 5th National Conference on Artificial Intelligence, 2025

NSCLC histological subtype classification from CT scans using generalist 3D medical foundation models.

Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda

Proceedings of the 13th IEEE International Conference on Healthcare Informatics, 2025

Transformer-Based Analysis for Detecting Pulmonary Nodules in CT Scans: Preliminary Results.

Martina De Salazar, Fatih Aksu, Raffaele Giancotti, Fabrizia Gelardi, Patrizia Vizza, Pietro Hiram Guzzi, Paolo Soda, Giuseppe Tradigo, Arturo Chiti, Pierangelo Veltri

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

2024

Towards AI-driven Next Generation Personalized Healthcare and Well-being.

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

Proceedings of the Ital-IA Intelligenza Artificiale, 2024

Enhancing NSCLC Histological Subtype Classification: A Federated Learning Approach Using Triplet Loss.

Fatih Aksu, Ermanno Cordelli, Fabrizia Gelardi, Arturo Chiti, Paolo Soda

Proceedings of the Pattern Recognition. ICPR 2024 International Workshops and Challenges, 2024

Toward a Multimodal Deep Learning Approach for Histological Subtype Classification in NSCLC.

Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

Building an AI-Enabled Metaverse for Intelligent Healthcare: Opportunities and Challenges.

Valerio Guarrasi, Lorenzo Tronchin, Camillo Maria Caruso, Aurora Rofena, Guido Manni, Fatih Aksu, Domenico Paolo, Giulio Iannello, Rosa Sicilia, Ermanno Cordelli, Paolo Soda

Proceedings of the Italia Intelligenza Artificiale, 2023

Early Experiences on using Triplet Networks for Histological Subtype Classification in Non-Small Cell Lung Cancer.

Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda

Proceedings of the 36th IEEE International Symposium on Computer-Based Medical Systems, 2023