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 Recognition Letters, 2025
[Paper]
Publications
Check out my Google Scholar for a full list.
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 and Vision Computing, 2025
[Paper] [Code]
NSCLC histological subtype classification from CT scans using generalist 3D medical foundation models
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
ICHI, 2025
Toward a Multimodal Deep Learning Approach for Histological Subtype Classification in NSCLC
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
AIBH @ BIBM, 2024
[Paper] [Code] [Slides] [Talk]
Enhancing NSCLC Histological Subtype Classification: A Federated Learning Approach Using Triplet Loss
Fatih Aksu, Ermanno Cordelli, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
AIHA @ ICPR, 2024
[Paper] [Code] [Slides]
Early Experiences on using Triplet Networks for Histological Subtype Classification in Non-Small Cell Lung Cancer
Fatih Aksu, Fabrizia Gelardi, Arturo Chiti, Paolo Soda
CBMS, 2023
[Paper] [Slides]