A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning

A deep learning approach to depression detection based on Convolutional Neural Networks and Transfer Learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

ग्रंथसूची विवरण
मुख्य लेखकों: Sarmi, Kaniz Fatima, Rahman, Shaikh Mahmudur, Sultana, Nusrat Jahan, Anzoom Shanto, Khandaker MD. Asef
अन्य लेखक: Parvez, Dr. Mohammad Zavid
स्वरूप: थीसिस
भाषा:en_US
प्रकाशित: Brac University 2022
विषय:
Electroencephalogram (EEG)
Major Depressive Disorder (MDD)
Brain Signal Analysis
Transfer Learning Models
VGG16
ResNet152
Xception
MobileNetV2
Machine Learning
Electroencephalography
Neural networks (Computer science)
ऑनलाइन पहुंच:http://hdl.handle.net/10361/17576

इंटरनेट

http://hdl.handle.net/10361/17576

समान संसाधन