Soda, Paolo
- A Systematic Review on Long-Tailed Learning
2024/08/01 by Chongsheng Zhang, Zhang, Chongsheng, George Almpanidis +15 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
- AIforCOVID: predicting the clinical outcomes in patients with COVID-19 applying AI to chest-X-rays. An Italian multicentre study
2020/12/11 by Soda, Paolo, D'Amico, Natascha Claudia, Tessadori, Jacopo +25 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Multimodal Doctor-in-the-Loop: A Clinically-Guided Explainable Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
2025/05/02 by Alice Natalina Caragliano, Caragliano, Alice Natalina, Claudia Tacconi +17 · 1 voice
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Lung Cancer Treatments and Mutations #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #cs.AI #cs.CV #cs.LG
- Multi-Dataset Multi-Task Learning for COVID-19 Prognosis
2024/05/22 by Ruffini, Filippo, Tronchin, Lorenzo, Wu, Zhuoru +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging
2025/06/23 by Filippo Ruffini, Elena Mulero Ayllón, Ruffini, Filippo +7 · 3 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
- Doctor-in-the-Loop: An Explainable, Multi-View Deep Learning Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer
2025/02/21 by Alice Natalina Caragliano, Caragliano, Alice Natalina, Filippo Ruffini +19 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Class Balancing Diversity Multimodal Ensemble for Alzheimer's Disease Diagnosis and Early Detection
2024/10/14 by Lazzaro di Biase, Francesconi, Arianna, di Biase, Lazzaro +9 · 2 citations
Health Professions · Neuroscience · #Artificial Intelligence in Healthcare #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Cross-dataset Multivariate Time-series Model for Parkinson's Diagnosis via Keyboard Dynamics
2025/10/10 by Francesconi, Arianna, Donato Cappetta, Cappetta, Donato +7 · 1 citation
Medicine · #Voice and Speech Disorders #Parkinson's Disease Mechanisms and Treatments #Neurological disorders and treatments
- Beyond a Single Mode: GAN Ensembles for Diverse Medical Data Generation
2025/03/31 by Tronchin, Lorenzo, Löfstedt, Tommy, Soda, Paolo +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences