- Rehabilitation & Human-Robot Interaction.- Di erentially Private Fine-Tuning of Self-Supervised Learning Models for Human Activity Recognition on Wearables.- Using multi-modal generative models for creating speech therapy material.- AI for Diagnosis & Medical Imaging.- MultiH-EU: An AI-Driven Decision Support System for Multi-Disease Diagnosis.- RAG-Enhanced LLMs for Interactive Explainability in Clinical Decision Support Systems.- KaiMed: A Hybrid Multi-Agent AI Platform for Clinical Reasoning and Cross-Specialty Discovery.- Comparing di erent positional encodings for the interpretation of medical images.
- Short Communications.- Designing a Multimodal Dataset for AI-Based Prognosis in STEMI.- Automatic Explainable Progress Prediction of Wet Age-Related Macular Degeneration.- Explaining medical time series classi cation through boundary-aware feature analysis.- A Logic-Based Framework for Inferring Medical Events.- When 'Scarce Becomes 'Too Scarce: The Rare Diseases Drama.- Application of Nonlinear Autoregressive Neural Network for Prediction of HIV Infections in Poland.- SEDformer: Path Signatures and Transformers to Predict Newborns Movement Symmetry.
- LLM-Powered Conformance Checking for Medical Processes.- Temporal Data Modeling and Analysis.- LUME-DBN: Full Bayesian Learning of DBNs from Incomplete data in Intensive Care.- Using Temporal Features to Improve Accuracy in Multivariate Pattern Analysis (MVPA) of M/EEG Data.- Relevance-Aware Thresholding in Online Conformal Prediction for Time Series.- Hidden Rhythms: an Embedding Framework for Downstream Tasks Validated on ECG Data.- Generating patient cohorts from electronic health records using two-step retrieval-augmented text-to-SQL generation.- Which Metadata Matters? Evaluating Predictive Features for Environmental Time Series.
- Causal Modeling and Data Reasoning.- An automatic alignment strategy for medical ontologies: the MedPix 2.0 case study.- Learning a Causal Model for Intracranial Pressure in Patients with Traumatic Brain Injury.- Survival Hidden Markov Model.- Patient s Privacy vs. Public Health: Can AI Solve the Hippocratic Dilemma?.- An approach leveraging Deep Learning and Stream Reasoning for dynamic task assignments balancing productivity and well being.
- Machine Learning and Statistical Insights into Hospital Stay Durations: The Italian EHR Case.- Patient management.- Depth Sensor based AI-services for Nursing Homes.- A Hybrid Inductive-Deductive Approach for Resource-E cient Suicide Risk Detection in Counseling Conversations.- Triage Discrimination: Myth or Reality?.- Neuro-symbolic and Multi-modal Learning.- Expert-Guided POMDP Learning for Data-E cient Modeling in Healthcare.- A Hybrid Evolutionary Fuzzy Neural Approach for Maternal Health Risk Prediction .
- Multi-View Multi-Instance Learning for Health Recovery Monitoring in Older Adults.- An LBBD approach for Solving the Chemotherapy Treatmen Scheduling Problem.- Large Language Models in Healthcare.- Automated Machine Learning to Enhance Knowledge Retrieval in Retrieval-Augmented Generation Pipelines.- Exploring Large Language Models as Digital Health Coaches: A Role-Play Approach to Brief Action Planning.- Assessing Temporal Reasoning of Large Language Models on Structured Temporal Clinical Data.- Uni ed Peripartum Database with Natural-Language-to-SQL Capabilities at Udine University Hospital: Design and Prototype.- Are we ready for multi-agent systems to deliver structured mental health support? Lessons from adapting Self-Help+ intervention.
- Healthcare applications.- Query Carefully: Detecting the Unanswerables in Text-to-SQL Tasks.- Multi-agent Dynamic Resource Allocation: A Reinforcement Learning Approach.