Deep learning for classification of radiology reports with a hierarchical schema L Putelli, AE Gerevini, A Lavelli, M Olivato, I Serina Procedia Computer Science 176, 349-359, 2020 | 24 | 2020 |
Goal recognition as a deep learning task: The grnet approach M Chiari, AE Gerevini, F Percassi, L Putelli, I Serina, M Olivato Proceedings of the International Conference on Automated Planning and …, 2023 | 14 | 2023 |
A comparative analysis on the use of autoencoders for robot security anomaly detection M Olivato, O Cotugno, L Brigato, D Bloisi, A Farinelli, L Iocchi 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019 | 14 | 2019 |
Machine learning models for predicting short-long length of stay of COVID-19 patients M Olivato, N Rossetti, AE Gerevini, M Chiari, L Putelli, I Serina Procedia Computer Science 207, 1232-1241, 2022 | 10 | 2022 |
Prognosis prediction in covid-19 patients from lab tests and x-ray data through randomized decision trees AE Gerevini, R Maroldi, M Olivato, L Putelli, I Serina arXiv preprint arXiv:2010.04420, 2020 | 7 | 2020 |
Length of stay prediction for Northern Italy COVID-19 patients based on lab tests and X-ray data M Chiari, AE Gerevini, R Maroldi, M Olivato, L Putelli, I Serina Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021 | 6 | 2021 |
An application of recurrent neural networks for estimating the prognosis of COVID-19 patients in northern italy M Chiari, AE Gerevini, M Olivato, L Putelli, N Rossetti, I Serina Artificial Intelligence in Medicine: 19th International Conference on …, 2021 | 4 | 2021 |
Learning General Policies for Planning through GPT Models N Rossetti, M Tummolo, AE Gerevini, L Putelli, I Serina, M Chiari, ... Proceedings of the International Conference on Automated Planning and …, 2024 | 3 | 2024 |
Real-world implementation and integration of an automatic scoring system for workplace safety courses in italian N Arici, AE Gerevini, M Olivato, L Putelli, L Sigalini, I Serina Future Internet 15 (8), 268, 2023 | 2 | 2023 |
Distilling knowledge with a teacher’s multitask model for biomedical named entity recognition T Mehmood, AE Gerevini, A Lavelli, M Olivato, I Serina Information 14 (5), 255, 2023 | 2 | 2023 |
Machine learning techniques for prognosis estimation and knowledge discovery from lab test results with application to the COVID-19 emergency AE Gerevini, R Maroldi, M Olivato, L Putelli, I Serina IEEE Access, 2023 | 1 | 2023 |
Goal Recognition with Deep Learning and Embedded Representation of State Traces. M Chiari, AE Gerevini, L Putelli, I Serina IPS-RCRA-SPIRIT@ AI* IA, 2023 | 1 | 2023 |
Enhancing GPT-Based Planning Policies by Model-Based Plan Validation N Rossetti, M Tummolo, AE Gerevini, M Olivato, L Putelli, I Serina International Conference on Neural-Symbolic Learning and Reasoning, 328-337, 2024 | | 2024 |
Language Models for Hierarchical Classification of Radiology Reports with Attention Mechanisms, BERT and GPT-4 M Olivato, L Putelli, N Arici, AE Gerevini, A Lavelli, I Serina IEEE Access, 2024 | | 2024 |
Recurrent Neural Networks for Daily Estimation of COVID-19 Prognosis with Uncertainty Handling N Rossetti, AE Gerevini, M Olivato, L Putelli, M Chiari, I Serina, D Minisci, ... Procedia Computer Science 225, 1542-1551, 2023 | | 2023 |
Sistemi di Intelligenza Artificiale per la Prognosi di Pazienti COVID-19, l'Analisi di Immagini Radiologiche e l'Interpretazione di Referti in Linguaggio Naturale AE Gerevini, A Signoroni, S Benini, M Chiari, D Farina, R Maroldi, ... Workshop AI per la Medicina e la Salute, Italia Intelligenza Artificiale …, 2022 | | 2022 |