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ORCIDHC@AI*IA 2024: Bolzano/Bozen, Italy
- Francesco Calimeri, Mauro Dragoni, Fabio Stella:
Proceedings of the 3rd AIxIA Workshop on Artificial Intelligence For Healthcare (HC@AIxIA 2024) co-located with the 23rd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024), Bolzano, Italy, 27-28 November 2024. CEUR Workshop Proceedings 3880, CEUR-WS.org 2024 - Luca Marconi, Efrem Pirovano, Federico Cabitza:
CLARITY AI: A Comprehensive Checklist Integrating Established Frameworks for Enhanced Research Quality in Medical AI Studies. 1-14 - Mauro Dragoni, Gianluca Apriceno, Tania Bailoni:
Assessing the Validity of a Functional Status Knowledge Graph in a Large-Scale Living Lab. 15-29 - Pierangela Bruno, Antonio Cirella, Ernesto Di Cesare, Gianluigi Greco, Antonella Guzzo, Pierpaolo Palumbo, Silvano Junior Santini, Gaia Sinatti, Pierpaolo Vittorini, Francesco Calimeri, Clara Balsano:
To Heart via Liver: a Study on Prognostic Stratification of Heart Disease in MASLD Patients using Machine Learning Models. 30-39 - Andrea Monaldini, Alina Vozna, Stefania Costantini:
Blueprint Personas in Digital Health Transformation (Short Paper). 40-49 - Simmera Ndlalane, Olumuyiwa Otegbeye, Absalom E. Ezugwu:
Strategic Optimization of Blood Allocation in Blood Banks for Enhanced Resource Utilization. 50-63 - Edoardo De Rose, Carlo Adornetto, Francesco Calimeri, Gianluigi Greco:
Features Selection Through Autoencoder Filtering and Deepshap: an Iterative Algorithm (Short Paper). 64-70 - Leonardo Sanna, Simone Magnolini, Patrizio Bellan, Saba Ghanbari Haez, Marina Segala, Monica Consolandi, Mauro Dragoni:
"Doctor, Is It Normal?" Enabling Medical Chatbots to Provide Certified Replies to Normalcy Questions (Short Paper). 71-77 - Gabriele Tinè, Rosalba Miceli:
An Adaptive Version of the Metropolis Adjusted Langevin Algorithm for Survival Prediction in a High-Dimensional Framework. 78-92 - Alessia Calzoni, Mattia Savardi, Alberto Signoroni:
Bimodal ECG-PCG Cardiovascular Disease Detection: a Close Look at Transfer Learning and Data Collection Issues. 93-107 - Janneke H. Bolt, Anna Berghuis, Arjen Hommersom, Marike Lombaers, Johanna M. A. Pijnenborg, Silja Renooij:
Bayesian Networks in Medicine: Presenting Query Response Uncertainty for Decision Support (Short Paper). 108-115 - Marco Locatelli, Roberto Clemens Cerioli, Daniela Besozzi, Arjen Hommersom, Fabio Stella:
Reinforcement Learning and Fuzzy Logic Modelling for Personalized Dynamic Treatment. 116-129 - Taiwo Kolajo, Olawande J. Daramola:
Predicting COVID-19 Post-vaccination Mortality in Persons with Cardiovascular Disease Risk Factors Using Explainable AI. 130-145 - Paulo Vitor de Campos Souza, Mauro Dragoni:
Artificial Intelligence in Emergency Care: Implementing Machine Learning for Triage Optimization in Italian Hospitals. 146-157 - Aldo Marzullo, Marta Bianca Maria Ranzini:
Exploring Zero-Shot Anomaly Detection with CLIP in Medical Imaging: Are We There Yet? 158-168 - Sofia Fazio, Patrizia Ribino, Francesca Gasparini, Norbert Marwan, Peppino Fazio, Marco Gherardi, Maria Mannone:
A Physics-Based View of Brain-Network Alteration in Neurological Disease. 169-181 - Luigi Portinale, Giorgio Leonardi, Andrea Santomauro:
Similarity-Based Positional Encoding for Enhanced Classification in Medical Images (Short Paper). 182-188 - Gianluca Aguzzi, Matteo Magnini, Stefano Ferretti, Giuseppe Pio Salcuni, Sara Montagna:
Applying Retrieval-Augmented Generation on Open LLMs for a Medical Chatbot Supporting Hypertensive Patients. 189-201 - Fabio Angeli:
CHAT(Child Helper and Assistant Tool): An AI-Based Educational Tool for Supporting Neurodiverse Children with Autism, Dyscalculia, and DSA (Short Paper). 202-210 - Alice Bernasconi, Antonio Balordi, Alessio Zanga, Rafael Cabañas:
On Counterfactual Explainations of Cardiovascular Risk in Adolescents and Young Adults Breast Cancer Survivors. 211-223 - Megan Macrì, Pierangela Bruno, Carmine Dodaro:
Deep Learning Approaches for Segmentation and Classification of Breast Ultrasound Images (Short Paper). 224-232 - Carmine Dodaro, Giuseppe Galatà, Marco Maratea, Cinzia Marte, Marco Mochi:
Nuclear Medicine Rescheduling Problem: A Logic-based Approach. 233-246 - Patrizia Ribino, Maria Mannone, Claudia Di Napoli, Giovanni Paragliola, Davide Chicco, Francesca Gasparini:
Analyzing Trajectories of Clinical Markers in Patients with Sepsis Through Multivariate Longitudinal Clustering (Short Paper). 247-256 - Francisco de Arriba-Pérez, Silvia García-Méndez:
Detecting Anxiety and Depression in Dialogues: a Multi-Label and Explainable Approach. 257-271 - Andrea Basile, Fabio Calefato, Filippo Lanubile, Giancarlo Logroscino, Giulio Mallardi, Benedetta Tafuri:
A Preliminary Study on Augmenting Neuroimaging data using a Diffusion Model (Short Paper). 272-280 - Monica Consolandi, Simone Magnolini, Mauro Dragoni:
Risk Communication in Healthcare: The Management of Misunderstandings. 281-295 - Mohammad Hosseinipour, Luca Bergamin, Harel Kotler, Gisella Gennaro, Fabio Aiolli:
Addressing Challenges in Image Translation for Contrast-Enhanced Mammography using Generative Adversarial Networks. 296-310 - Marco Serenelli, Michela Quadrini, Maria Óskarsdóttir, Michele Loreti:
Encoding Methods Comparison for Stress Detection. 311-320
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