A short report on ADHD detection using convolutional neural networks

Vikram Kulkarni; Bhushankumar Nemade; Shreyaskumar Patel; Keyur Patel; Srikanth Velpula

doi:10.3389/fpsyt.2024.1426155

A short report on ADHD detection using convolutional neural networks

Front Psychiatry. 2024 Sep 5:15:1426155. doi: 10.3389/fpsyt.2024.1426155. eCollection 2024.

Authors

Vikram Kulkarni¹, Bhushankumar Nemade², Shreyaskumar Patel³, Keyur Patel⁴, Srikanth Velpula⁵

Affiliations

¹ Department of Information Technology, Mukesh Patel School of Technology Management & Engineering, SVKM's NMIMS, Mumbai, Maharashtra, India.
² Department of CSE, Shri L R Tiwari College of Engineering, Mumbai, Maharashtra, India.
³ Institute of Electrical and Electronics Engineers (IEEE), Dallas, TX, United States.
⁴ Institute of Electrical and Electronics Engineers (IEEE) - Engineering in Medicine and Biology Society, New York, NY, United States.
⁵ Department of EEE, SR University, Warangal, Telangana, India.

No abstract available

Keywords: attention deficit hyperactivity disorder; behavioral patterns; complex neurobiological features; convolutional neural networks; deep learning; electroencephalogram (EEG); magnetic resonance imaging (MRI).

Grants and funding

The author(s) declare that no financial support was received for the research, authorship, and/or publication of this article.