AI per la Medicina e la Salute
Data: 18 giugno 2026
Aula: CB30A
Chairs: Domenico Bloisi (UniInt), Stefano Marrone (Unina)
Descrizione
Il workshop su AI per la Medicina e la Salute esplora l'utilizzo dell'intelligenza artificiale in ambito clinico, biomedicale e sanitario, con l'obiettivo di supportare diagnosi, trattamento e gestione dei pazienti. L'attenzione è rivolta all'analisi di dati sanitari complessi, all'imaging medico e allo sviluppo di strumenti di supporto alle decisioni cliniche. I temi includono medicina personalizzata, sistemi predittivi e integrazione dell'AI nei processi sanitari.
Programma dettagliato
Gli orari indicano l'intervallo di presentazione di ciascun contributo. L'asterisco negli autori indica l'autore/autrice presentante quando presente nei dati del programma.
| Orario | ID | Contributo |
|---|---|---|
| 09:00-09:10 | #16 | Retrieval-Guided Generation for Safer Histopathology Image Captioning |
| 09:10-09:20 | #47 | Assessing the impact of segmentation on skin lesion classification accuracy |
| 09:20-09:30 | #60 | OvAi Focus: AI-based Multi-class Segmentation of Functional Ovaries and Adnexal Masses in Gynecological Ultrasound |
| 09:30-09:40 | #111 | A Lightweight Fiducial-Based Pipeline for 3D Hyperspectral Mapping of ex-vivo Lumpectomy Specimens |
| 09:40-09:50 | #19 | Artificial Intelligence Technologies for Cardiovascular Diagnosis and Prevention |
| 09:50-10:00 | #13 | Towards Trustworthy Medical AI: Synthesis, Integrity, and Biometric Authentication |
| 10:00-10:10 | #80 | Medical LLM and Ontologies for the HL7 FHIR-Based Interoperability of Italian Radiology Reports |
| 10:10-10:20 | #116 | Neurosymbolic AI for Interpretable Diagnosis: The AI2C Center Experience at Pegaso University |
| 10:20-10:30 | #26 | An Intelligent Web Application for Biomedical Knowledge Graph Curation |
| 10:30-11:00 | Pausa caffè | |
| 11:00-11:10 | #132 | From Data-Driven Models to Knowledge-Aware Systems: Inductive and Neurosymbolic AI Applications |
| 11:10-11:20 | #87 | AI Methodologies for Robust and Generalizable e-Health Applications Across Signal, Image, and Language Domains |
| 11:20-11:30 | #67 | Automatic Detection of Brain Pathologies Based on an SVM Classifier |
| 11:30-11:40 | #88 | Bias-Aware Knowledge Distillation for ECG Foundation Models via SHAP-Guided Feature Selection |
| 11:40-11:50 | #73 | Prior-Gated Transformer Attention for Interpretable Single-Cell Classification |
| 11:50-12:00 | #108 | Deployable Health AI under Real-World Constraints: Multimodal Learning and Foundation Models |
| 12:00-12:10 | #45 | Predicting cognitive functioning through everyday behavior using passive smartphone sensing: The VISAD approach |
| 12:10-12:20 | #76 | Identity-Aware Pool of Experts for Mental-Health Assessment |
| 12:20-12:30 | #102 | Artificial Intelligence in Healthcare: Advances in Geriatric and Genomic Applications |
| 12:30-12:40 | #58 | UniCas Research in AI-Driven Healthcare: Advances in Imaging and Clinical Decision Support |
| 12:40-12:50 | #125 | Advances in AI for Healthcare: Research Activities of CINI-AIIS at Federico II University |
| 13:10-14:30 | Pranzo | |
| 14:30-14:40 | #94 | Advancements in Artificial Intelligence and Computer Vision for Biomedical Applications @SI-Lab |
| 14:40-14:50 | #99 | Stima antropometrica da immagini 2D: un approccio probabilistico basato su Modelli Linguistici Visivi |