A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD
Abstract
In this work a first attempt to undertake the difficult challenge of embedding a technological level into a standardized protocol for Autism spectrum disorders (ASD) diagnose and assessment is introduced. In particular the Autism Diagnostic Observation Schedule (ADOS-2) is taken under consideration and a technological framework is introduced to compute, in an objective and automatic way, the evaluation scores for some of the involved tasks. The proposed technological framework makes use of a hidden RGB-D device for scene acquisition. Acquired data then feed a cascade of algorithmic steps by which people and objects are detected and temporally tracked and then extracted information is exploited by fitting a spatial and temporal model described by means of an ontology-based approach. The ontology metadata are finally processed to find a mapping between them and the behavioral tasks described in the protocol.
Cite
Text
Leo et al. "A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD." European Conference on Computer Vision Workshops, 2016. doi:10.1007/978-3-319-48881-3_19Markdown
[Leo et al. "A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD." European Conference on Computer Vision Workshops, 2016.](https://mlanthology.org/eccvw/2016/leo2016eccvw-technological/) doi:10.1007/978-3-319-48881-3_19BibTeX
@inproceedings{leo2016eccvw-technological,
title = {{A Technological Framework to Support Standardized Protocols for the Diagnosis and Assessment of ASD}},
author = {Leo, Marco and Del Coco, Marco and Carcagnì, Pierluigi and Mazzeo, Pier Luigi and Spagnolo, Paolo and Distante, Cosimo},
booktitle = {European Conference on Computer Vision Workshops},
year = {2016},
pages = {269-284},
doi = {10.1007/978-3-319-48881-3_19},
url = {https://mlanthology.org/eccvw/2016/leo2016eccvw-technological/}
}