@InCollection{Vecino2026,
author = {Vecino, Sara and Acevedo-Diaz, Gloria and Fernandez-Lanvin, Daniel and Andres, Javier and Gonzalez-Rodriguez, Martin},
booktitle = {Artificial Intelligence in Healthcare},
publisher = {Springer},
title = {Early Objective ASD Screening System Based on Eye-Tracking and Machine Learning},
year = {2026},
isbn = {978-3-032-00651-6},
month = jan,
abstract = {The diagnosis of autism spectrum disorder (ASD) is still based on clinical observation, as there are no validated biomarkers for use in clinical practice. Although the first suspicions may appear as early as 12 months, the diagnosis may be delayed until 3 to 6 years. We propose an early screening procedure for autism starting at 9 months of age, which will allow paediatricians to objectively detect the presence of ASD risk indicators, facilitate immediate access to a specific preventive action program, and minimize the effects of the disorder. Our system utilizes a series of videos specifically designed to detect ASD risk indicators combined with machine learning classifiers to predict ASD risk. Using Random Forest, SVM, MLP, kNN, and AdaBoost, we obtained a 0.9005 ROC AUC, 75.2% sensitivity with the best classifier, which was SVM, when comparing typical development (TD) to ASD levels 1, 2, and 3. The results were up to a ROC AUC score of 0.9508 and a sensitivity of 87.64% with Random Forest, when comparing TD to ASD levels 2 and 3.},
date = {2026-01-01},
doi = {10.1007/978-3-032-00652-3_11},
file = {:http\://link.springer.com/openurl/pdf?id=doi\:10.1007/978-3-032-00652-3_11:PDF},
}
...
JabRef version
6.0-alpha.4
Operating system
Windows
Details on version and operating system
Windows 10
Checked with the latest development build (copy version output from About dialog)
Steps to reproduce the behaviour
Add the following entry using bibtex to your library:
After a while, JabRef shows the exception as attached in the log below
Appendix
...
Log File