A multimodal ensemble driven by multiobjective optimisation to predict overall survival in non-small-cell lung cancer CM Caruso, V Guarrasi, E Cordelli, R Sicilia, S Gentile, L Messina, ... Journal of Imaging 8 (11), 298, 2022 | 15 | 2022 |
A deep learning approach for overall survival prediction in lung cancer with missing values CM Caruso, V Guarrasi, S Ramella, P Soda Computer Methods and Programs in Biomedicine 254, 108308, 2024 | 10* | 2024 |
A systematic review of intermediate fusion in multimodal deep learning for biomedical applications V Guarrasi, F Aksu, CM Caruso, F Di Feola, A Rofena, F Ruffini, P Soda arXiv preprint arXiv:2408.02686, 2024 | 7 | 2024 |
Building an AI-enabled metaverse for intelligent healthcare: opportunities and challenges V Guarrasi, L Tronchin, CM Caruso, A Rofena, G Manni, F Aksu, D Paolo, ... Ital-IA 2023, Italia Intelligenza Artificiale Thematic Workshops, co-located …, 2023 | 4 | 2023 |
MARIA: a Multimodal Transformer Model for Incomplete Healthcare Data CM Caruso, P Soda, V Guarrasi arXiv preprint arXiv:2412.14810, 2024 | | 2024 |
Not Another Imputation Method: A Transformer-based Model for Missing Values in Tabular Datasets CM Caruso, P Soda, V Guarrasi arXiv preprint arXiv:2407.11540, 2024 | | 2024 |
Towards AI-driven next generation personalized healthcare and well-being F Aksu, A Bria, AN Caragliano, CM Caruso, W Chen, E Cordelli, O Coser, ... 2024 Ital-IA Intelligenza Artificiale-Thematic Workshops, Ital-IA 2024 …, 2024 | | 2024 |
A Cascade of Learners for Firemen’Emergency Events Classification CM Caruso, P Soda, C Giammichele, F Rotilio, R Sicilia IEEE Access 11, 122399-122410, 2023 | | 2023 |