Neuro Intel

A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence

authored by

Sotirios Batsakis, Emmanuel Papadakis, Ilias Tachmazidis, Tianhua Chen, Grigoris Antoniou, Marios Adamou

Abstract

Attention-Deficit Hyperactivity Disorder (ADHD) is a mental condition characterised by a pattern of inattention, hyperactivity, and/or impulsivity that causes significant impairment across various domains. Delayed diagnosis and treatment for ADHD can be harmful to people, leading to broader mental health conditions. This paper presents a fully functional system for diagnosing ADHD using an Artificial Intelligence (AI) system called Neuro Intel. Positive results from our research has led to the development of Neuro Intel, which incorporates both expert clinician knowledge and historical clinical data using Machine Learning to assist clinicians in the diagnosis of ADHD in adults.

Organisation(s)

L3S Research Centre

External Organisation(s)

Technical University of Crete
University of Huddersfield
South West Yorkshire Partnership NHS Foundation Trust

Type

Conference contribution

Publication date

2023

Publication status

Published

Peer reviewed

Yes

ASJC Scopus subject areas

Software, Signal Processing, Mathematics(all), Computer Science Applications, Computer Networks and Communications

Sustainable Development Goals

SDG 3 - Good Health and Well-being

Electronic version(s)

https://doi.org/10.1109/ISCC58397.2023.10218313 (Access: Closed)