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

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

doi:10.1109/ISCC58397.2023.10218313

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

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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Citation (Scopus)

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.

Original language	English
Title of host publication	2023 IEEE Symposium on Computers and Communications (ISCC)
Subtitle of host publication	Computers and Communications for the Benefits of Humanity
Publisher	IEEE
Number of pages	6
ISBN (Electronic)	9798350300482, 9798350300475
ISBN (Print)	9798350300499
DOIs	https://doi.org/10.1109/ISCC58397.2023.10218313
Publication status	Published - 28 Aug 2023
Event	28th IEEE Symposium on Computers and Communications: Computers and Communications for the benefits of Humanity - Gammarth, Tunisia Duration: 9 Jul 2023 → 12 Jul 2023 Conference number: 28 https://2023.ieee-iscc.org/program/https://2023.ieee-iscc.org/welcome-to-the-28th-ieee-symposium-on-computers-and-communications-2023/

Publication series

Name	Proceedings of IEEE Symposium on Computers and Communications (ISCC)
Publisher	IEEE
ISSN (Print)	1530-1346
ISSN (Electronic)	2642-7389

Conference

Conference	28th IEEE Symposium on Computers and Communications
Abbreviated title	ISCC 2023
Country/Territory	Tunisia
City	Gammarth
Period	9/07/23 → 12/07/23
Internet address	https://2023.ieee-iscc.org/program/https://2023.ieee-iscc.org/welcome-to-the-28th-ieee-symposium-on-computers-and-communications-2023/

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ISCC58397.2023.10218313Licence: Unspecified

Cite this

Batsakis, S., Papadakis, E., Tachmazidis, I., Chen, T., Antoniou, G., & Adamou, M. (2023). Neuro Intel: A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence. In 2023 IEEE Symposium on Computers and Communications (ISCC): Computers and Communications for the Benefits of Humanity [10218313] (Proceedings of IEEE Symposium on Computers and Communications (ISCC)). IEEE. https://doi.org/10.1109/ISCC58397.2023.10218313

Batsakis, Sotirios ; Papadakis, Emmanuel ; Tachmazidis, Ilias et al. / Neuro Intel : A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence. 2023 IEEE Symposium on Computers and Communications (ISCC): Computers and Communications for the Benefits of Humanity. IEEE, 2023. (Proceedings of IEEE Symposium on Computers and Communications (ISCC)).

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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.",

keywords = "Attention-deficit hyperactivity disorder (ADHD), Diagnostic system, Artificial Intelligence, Machine Learning, Knowledge Based System",

author = "Sotirios Batsakis and Emmanuel Papadakis and Ilias Tachmazidis and Tianhua Chen and Grigoris Antoniou and Marios Adamou",

note = "Funding Information: ACKNOWLEDGEMENT This research was partially supported by the Federal Ministry of Education and Research (BMBF), Germany under the project LeibnizKILabor with grant No. 01DD20003 Publisher Copyright: {\textcopyright} 2023 IEEE.; 28th IEEE Symposium on Computers and Communications : Computers and Communications for the benefits of Humanity, ISCC 2023 ; Conference date: 09-07-2023 Through 12-07-2023",

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Batsakis, S , Papadakis, E , Tachmazidis, I , Chen, T, Antoniou, G & Adamou, M 2023, Neuro Intel: A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence. in 2023 IEEE Symposium on Computers and Communications (ISCC): Computers and Communications for the Benefits of Humanity., 10218313, Proceedings of IEEE Symposium on Computers and Communications (ISCC), IEEE, 28th IEEE Symposium on Computers and Communications, Gammarth, Tunisia, 9/07/23. https://doi.org/10.1109/ISCC58397.2023.10218313

Neuro Intel : A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence. / Batsakis, Sotirios ; Papadakis, Emmanuel ; Tachmazidis, Ilias et al.

2023 IEEE Symposium on Computers and Communications (ISCC): Computers and Communications for the Benefits of Humanity. IEEE, 2023. 10218313 (Proceedings of IEEE Symposium on Computers and Communications (ISCC)).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - 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.

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Batsakis S , Papadakis E , Tachmazidis I , Chen T, Antoniou G, Adamou M. Neuro Intel: A System for Clinical Diagnosis of Attention Deficit Hyperactivity Disorder (ADHD) Using Artificial Intelligence. In 2023 IEEE Symposium on Computers and Communications (ISCC): Computers and Communications for the Benefits of Humanity. IEEE. 2023. 10218313. (Proceedings of IEEE Symposium on Computers and Communications (ISCC)). doi: 10.1109/ISCC58397.2023.10218313

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

Abstract

Publication series

Conference

UN SDGs

Access to Document

Other files and links

ADHD-KG: a knowledge graph of attention deficit hyperactivity disorder

Cite this