Vol-2820
urn:nbn:de:0074-2820-6

Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

AAI4H 2020
AAI4H-2020 Workshop Proceedings

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.

Edited by

Ester Zumpano *
Andrea Tagarelli *
Carmela Comito **
Sergio Greco *
Pierangelo Veltri *
Agusti Solanas
Inmaculada Mora *
Miquel Sànchez Marrè ***

* Department Computer Engineering, Modeling, Electronics, and Systems Engineering, University of Calabria, 87036 Rende (CS), Italy
** Institute of High Performance Computing and Networking of the Italian National Research Council (ICAR-CNR), 87036 Rende (CS), Italy
*** Department of Medical and Surgery Science, University Magna Graecia of Catanzaro, Catanzaro (CZ), Italy
**** Department of Computer Engineering and Mathematics (DEIM), University Rovira i Virgili, Catalonia, Spain
*****Department of Signal Theory and Communications, University Rey Juan Carlos, Spain
***** Computer Science Department, University Politècnica de Catalunya, Spain

Table of Contents

Preface
Summary: There were 17 papers submitted for peer-review to this workshop. Out of these, 14 papers were accepted for this volume.

Session 1: artificial intelligence for HEaLth, PersonaLized medIcine aNd wEllbeing (HELPLINE)

EarSaver: A Device to Detect Dangerous Audio Noises 4-7
Lorenzo De Lauretis, Tiziano Lombardi, Stefania Costantini
PerMEASS – Personal Mental Health Virtual Assistant with Novel Ambient Intelligence Integration 8-12
Tine Kolenik, Martin Gjoreski, Matjaz Gams
MyUBot: Towards an Artificial Intelligence Agent System Chat-bot for Well-being and Mental Health 13-17
Mauricio J. Osorio, Claudia Zepeda, Jose Luis Carballido
Little Motion, Big Results: Using Motion Magnification to Reveal Subtle Tremors in Infants 18-22
Girik Malik, Ish K. Gulati
Detecting Signatures of Early-stage Dementia with Behavioural Models Derived from Sensor Data 23-27
Rafael Poyiadzi, Weisong Yang, Yoav Ben-Shlomo, Ian Craddock, Liz Coulthard, Raul Santos-Rodriguez, James Selwood, Niall Twomey
A Big Data Approach for Sequences Indexing on the Cloud via Burrows Wheeler Transform 28-31
Mario Randazzo, Simona E. Rombo
Predicting Respiratory Failure in Patients with COVID-19 pneumonia: a case study from Northern Italy 32-38
Davide Ferrari, Federica Mandreoli, Giovanni Guaraldi, Jovana Milić, Paolo Missier
Supporting the Diagnosis of Dysplastic Nevi Syndrome via Multiple Instance Learning approaches 39-44
Eugenio Vocaturo, Ester Zumpano
Prostate Cancer Disease Study by Integrating Peptides and Clinical Data 45-48
Patrizia Vizza, Luigi Pascuzzi, Federica Aracri, Elmiro Tavolaro, Pasquale Lambardi, Marco Gaspari, Pietro Hiram Guzzi, Giuseppe Tradigo, Pierangelo Veltri

Session 2: Singular Problems for Healthcare (SP4HC)

Delayed Rewards in the Context of Reinforcement Learning based Recommender Systems 49-53
Debmalya Biswas
Temporal Feature Selection for Characterizing Antimicrobial Multidrug Resistance in the Intensive Care Unit 54-59
Óscar Escudero-Arnanz, Inmaculada Mora-Jiménez, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez, Cristina Soguero-Ruiz
Modelling Temporal Relationships in Pseudomonas Aeruginosa Antimicrobial Resistance Prediction in Intensive Care Unit 60-67
Àlvar Hernàndez-Carnerero, Miquel Sànchez-Marrè, Inmaculada Mora-Jiménez, Cristina Soguero-Ruiz, Sergio Martínez-Agüero, Joaquín Álvarez-Rodríguez
Decision Support Software for Melanoma Skin Cancer Detection (DECIME) 68-71
Carlos E. B. Sousa, Leonardo B. G. Nascimento, Cláudio M. S. Medeiros, Mauro Oliveira, Iago A. Trajano
Model-Based Reinforcement Learning for Type 1 Diabetes Blood Glucose Control 72-77
Taku Yamagata, Aisling O’Kane, Amid Ayobi, Dmitri Katz, Katarzyna Stawarz, Paul Marshall, Peter Flach, Raúl Santos-Rodríguez

2021-02-25: submitted by Ester Zumpano, metadata incl. bibliographic data published under Creative Commons CC0
2021-03-01: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|