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AAI4H@ECAI 2020: Santiago de Compostela, Spain
- Ester Zumpano, Andrea Tagarelli, Carmela Comito, Sergio Greco, Pierangelo Veltri, Agusti Solanas, Inmaculada Mora, Miquel Sànchez-Marrè:
Proceedings of the First International AAI4H - Advances in Artificial Intelligence for Healthcare Workshop co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), Santiago de Compostela, Spain, September 4, 2020. CEUR Workshop Proceedings 2820, CEUR-WS.org 2021
Session 1: artificial intelligence for HEaLth, PersonaLized medIcine aNd wEllbeing (HELPLINE)
- Lorenzo De Lauretis, Tiziano Lombardi, Stefania Costantini:
EarSaver: A Device to Detect Dangerous Audio Noises. 4-7 - Tine Kolenik, Martin Gjoreski, Matjaz Gams:
PerMEASS - Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration. 8-12 - Mauricio Javier Osorio Galindo, Claudia Zepeda, José Luis Carballido:
MyUBot: Towards an Artificial Intelligence Agent System Chat-bot for Well-being and Mental Health. 13-17 - Girik Malik, Ish K. Gulati:
Little Motion, Big Results: Using Motion Magnification to Reveal Subtle Tremors in Infants. 18-22 - Rafael Poyiadzi, Weisong Yang, Yoav Ben-Shlomo, Ian Craddock, Liz Coulthard, Raúl Santos-Rodríguez, James Selwood, Niall Twomey:
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data. 23-27 - Mario Randazzo, Simona E. Rombo:
A Big Data Approach for Sequences Indexing on the Cloud via Burrows Wheeler Transform. 28-31 - Davide Ferrari, Federica Mandreoli, Giovanni Guaraldi, Jovana Milic, Paolo Missier:
Predicting Respiratory Failure in Patients with COVID-19 pneumonia: a case study from Northern Italy. 32-38 - Eugenio Vocaturo, Ester Zumpano:
Supporting the Diagnosis of Dysplastic Nevi Syndrome via Multiple Instance Learning approaches. 39-44 - Patrizia Vizza, Luigi Pascuzzi, Federica Aracri, Elmiro Tavolaro, Pasquale Lambardi, Marco Gaspari, Pietro Hiram Guzzi, Giuseppe Tradigo, Pierangelo Veltri:
Prostate Cancer Disease Study by Integrating Peptides and Clinical Data. 45-48
Session 2: Singular Problems for Healthcare (SP4HC)
- Debmalya Biswas:
Delayed Rewards in the Context of Reinforcement Learning based Recommender Systems. 49-53 - Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruíz:
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit. 54-59 - Álvar Hernández-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruíz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez:
Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit. 60-67 - Carlos E. B. Sousa, Leonardo B. G. Nascimento, Cláudio M. S. Medeiros, Mauro Oliveira, Iago Avelino Trajano:
Decision Support Software for Melanoma Skin Cancer Detection (DECIME). 68-71 - Taku Yamagata, Aisling Ann O'Kane, Amid Ayobi, Dmitri S. Katz, Katarzyna Stawarz, Paul Marshall, Peter A. Flach, Raúl Santos-Rodríguez:
Model-Based Reinforcement Learning for Type 1 Diabetes Blood Glucose Control. 72-77
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