Nyhet

Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning

First International Joint Conference, HC@AIxIA+HYDRA 2025, Bologna, Italy, October 25–26, 2025, Proceedings

AvPierangela Bruno,Francesco Calimeri

Häftad, Engelska, 2026

Del i serien Communications in Computer and Information Science

785 kr

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Beskrivning

This book constitutes the proceedings of the First International Joint Conference on Artificial Intelligence for Healthcare, and Hybrid Models for Coupling Deductive and Inductive Reasoning, HC@AIxIA+HYDRA 2025, which took place in Bologna, Italy, during 25-26 October 2025.The 40 full papers included in this book were carefully reviewed and selected from 61 submissions. They were organized in topical sections as follows: Rehabilitation and Human-Robot Interaction; AI for Diagnosis and Medical Imaging; short communications; temporal data modeling and analysis; causal modeling and data reasoning; patient management; neur-symbolic and multi-modal learning; large language models in healthcare; and healthcare applications.

Produktinformation

Utgivningsdatum:2026-04-24
Mått:155 x 235 x undefined mm
Format:Häftad
Språk:Engelska
Serie:Communications in Computer and Information Science
Antal sidor:525
Förlag:Springer Nature Switzerland AG
ISBN:9783032167071

Utforska kategorier

Tillämpad datateknik inom Data och IT
Artificiell intelligens inom Data och IT
Systemvetenskap och AI inom Data och IT

Innehållsförteckning

.- 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.

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