Capturing play activities of young children to detect autism red flags

M Bondioli, S Chessa, A Narzisi, S Pelagatti… - … and Applications–, 10th …, 2020 - Springer
The use of IoT devices to monitor activities of users is an established methodology in e-
health and ambient assisted living, even if its adoption is still limited to a few, albeit popular …

Sensorized toys to identify the early 'red flags' of autistic spectrum disorders in preschoolers

M Lanini, M Bondioli, A Narzisi, S Pelagatti… - … and Applications–, 9th …, 2019 - Springer
The observation of the games in children affected by autistic spectrum disorders is an
important and widely used diagnostic method, which, at the state of the art, is conducted in a …

Towards motor-based early detection of autism red flags: enabling technology and exploratory study protocol

M Bondioli, S Chessa, A Narzisi, S Pelagatti… - Sensors, 2021 - mdpi.com
Observing how children manipulate objects while they are playing can help detect possible
autism spectrum disorders (ASD) at an early stage. For this purpose, specialists seek the so …

An experimental wearable IoT for data-driven management of autism

Y Shi, S Das, S Douglas… - 2017 9th international …, 2017 - ieeexplore.ieee.org
This paper reports early developments on an wearable IoT system that can be used for
collecting quantified data about interactions among children with autism spectrum disorders …

AutoPlay: a smart toys-kit for an objective analysis of children ludic behavior and development

FD Faraci, M Papandrea, A Puiatti… - 2018 IEEE …, 2018 - ieeexplore.ieee.org
AutoPlay is the name of an innovative idea to promote healthy childhood. It aims at
anticipating the diagnosis of autism spectrum disorders, neuro developmental disorders and …

Smart architectures for evaluating the autonomy and behaviors of people with autism spectrum disorder in smart homes

A Polo-Rodríguez, S Rotbei, S Amador, O Baños… - … Techniques for Autism …, 2021 - Elsevier
Autism spectrum disorder (ASD) is a range of mental disorders of the neurodevelopmental
type, characterized by impairments in socialization, communication, and restrictive patterns …

Automatic autism spectrum disorder detection using everyday vocalizations captured by smart devices

Y Gong, H Yatawatte, C Poellabauer… - Proceedings of the …, 2018 - dl.acm.org
Autism Spectrum Disorder (ASD) is a pervasive and lifelong neuro-developmental disability
where early treatment has been shown to improve a person's symptoms and ability to …

Video gesture analysis for autism spectrum disorder detection

A Zunino, P Morerio, A Cavallo… - 2018 24th …, 2018 - ieeexplore.ieee.org
Autism is a behavioral neurological disorder affecting a significant percentage of worldwide
population. It especially starts manifesting at very low ages, but it is difficult to early diagnose …

[PDF][PDF] Vision-based activity recognition in children with autism-related behaviors

P Wei, D Ahmedt-Aristizabal, H Gammulle, S Denman… - Heliyon, 2023 - cell.com
Advances in machine learning and contactless sensors have enabled the understanding
complex human behaviors in a healthcare setting. In particular, several deep learning …

A machine learning and integration based architecture for cognitive disorder detection used for early autism screening

J Peral, D Gil, S Rotbei, S Amador, M Guerrero… - Electronics, 2020 - mdpi.com
About 15% of the world's population suffers from some form of disability. In developed
countries, about 1.5% of children are diagnosed with autism. Autism is a developmental …