학술논문

Attention Deficit Hyperactivity Disorder(ADHD) Prediction System
Document Type
Conference
Source
2022 International Conference on Sustainable Computing and Data Communication Systems (ICSCDS) Sustainable Computing and Data Communication Systems (ICSCDS), 2022 International Conference on. :1321-1325 Apr, 2022
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Support vector machines
Machine learning algorithms
Magnetic resonance imaging
Linearity
Medical services
Machine learning
Solids
ADHD
ADHD-I
ADHD-Common
MRI
fMRI
RELEIF algorithm
PCA
Phenotypic
D2 test-Support vector machine
MRI-Magnetic resonance Imaging
CNN
EEG-electroencephalogram
IQ-Intelligence Quotient
Language
Abstract
The purpose of this paper is to give an ephemeral impression about the tasks undertaken by us during the project ‘ADHD Prediction System’. Initial part of the paper provides an overview of the problem statement, tailed by the work done and approach taken and lastly the role of various algorithms. Due to the limited availability of doctors and its negative impact on the patients, significant research efforts are made on identifying suitable prospects for the establishment of systems that bridge the gap between the patients and doctors. The working of Prediction system along with the differentiation between the various approaches is also described within the report. Flowcharts and Use Case Diagrams form a basis of all the further discussions and tasks accomplished by us during the project. To conclude, the paper encompasses of the implementation specifics and outcomes obtained in a processed and progressive manner