Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals

Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics - BCB '19 ◽

10.1145/3307339.3342176 ◽

2019 ◽

Author(s):

Seyedroohollah Hosseini ◽

Xuan Guo

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Mind Wandering ◽

Automated Detection ◽

Deep Convolutional Neural Network ◽

Download Full-text

Deep convolutional neural network for the automated detection and diagnosis of seizure using EEG signals

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2017.09.017 ◽

2018 ◽

Vol 100 ◽

pp. 270-278 ◽

Author(s):

U. Rajendra Acharya ◽

Shu Lih Oh ◽

Yuki Hagiwara ◽

Jen Hong Tan ◽

Hojjat Adeli

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Automated Detection ◽

Deep Convolutional Neural Network ◽

Eeg Signals ◽

Detection And Diagnosis

Download Full-text

Transfer learning with deep convolutional neural network for automated detection of schizophrenia from EEG signals

Physical and Engineering Sciences in Medicine ◽

10.1007/s13246-020-00925-9 ◽

2020 ◽

Vol 43 (4) ◽

pp. 1229-1239 ◽

Author(s):

Ahmad Shalbaf ◽

Sara Bagherzadeh ◽

Arash Maghsoudi

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Transfer Learning ◽

Automated Detection ◽

Deep Convolutional Neural Network ◽

Download Full-text

Deep convolutional neural network for classification of sleep stages from single-channel EEG signals

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2019.108312 ◽

2019 ◽

Vol 324 ◽

pp. 108312 ◽

Author(s):

Z. Mousavi ◽

T. Yousefi Rezaii ◽

S. Sheykhivand ◽

A. Farzamnia ◽

S.N. Razavi

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Single Channel ◽

Deep Convolutional Neural Network ◽

Sleep Stages ◽

Download Full-text

Time-Frequency Domain Deep Convolutional Neural Network for the Classification of Focal and Non-Focal EEG Signals

IEEE Sensors Journal ◽

10.1109/jsen.2019.2956072 ◽

2020 ◽

Vol 20 (6) ◽

pp. 3078-3086 ◽

Author(s):

Srirangan Madhavan ◽

Rajesh Kumar Tripathy ◽

Ram Bilas Pachori

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Frequency Domain ◽

Deep Convolutional Neural Network ◽

Eeg Signals ◽

Download Full-text

Deep Convolutional Neural Network-Based Early Automated Detection of Diabetic Retinopathy Using Fundus Image

Molecules ◽

10.3390/molecules22122054 ◽

2017 ◽

Vol 22 (12) ◽

pp. 2054 ◽

Author(s):

Kele Xu ◽

Dawei Feng ◽

Haibo Mi

Keyword(s):

Neural Network ◽

Diabetic Retinopathy ◽

Convolutional Neural Network ◽

Automated Detection ◽

Deep Convolutional Neural Network ◽

Download Full-text

Application of deep convolutional neural network for automated detection of myocardial infarction using ECG signals

Information Sciences ◽

10.1016/j.ins.2017.06.027 ◽

2017 ◽

Vol 415-416 ◽

pp. 190-198 ◽

Author(s):

U. Rajendra Acharya ◽

Hamido Fujita ◽

Shu Lih Oh ◽

Yuki Hagiwara ◽

Jen Hong Tan ◽

...

Keyword(s):

Neural Network ◽

Myocardial Infarction ◽

Convolutional Neural Network ◽

Automated Detection ◽

Deep Convolutional Neural Network ◽

Download Full-text

A deep convolutional neural network model for automated identification of abnormal EEG signals

Neural Computing and Applications ◽

10.1007/s00521-018-3889-z ◽

2018 ◽

Vol 32 (20) ◽

pp. 15857-15868 ◽

Author(s):

Özal Yıldırım ◽

Ulas Baran Baloglu ◽

U. Rajendra Acharya

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Network Model ◽

Neural Network Model ◽

Deep Convolutional Neural Network ◽

Eeg Signals ◽

Automated Identification

Download Full-text

Automated detection and segmentation of sclerotic spinal lesions on body CTs using a deep convolutional neural network

Skeletal Radiology ◽

10.1007/s00256-021-03873-x ◽

2021 ◽

Author(s):

Connie Y. Chang ◽

Colleen Buckless ◽

Kaitlyn J. Yeh ◽

Martin Torriani

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Automated Detection ◽

Deep Convolutional Neural Network ◽

Download Full-text

Deep convolutional neural network for the automated detection of Subthalamic nucleus using MER signals

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2021.109145 ◽

2021 ◽

pp. 109145

Author(s):

Mohamed Hosny ◽

Minwei Zhu ◽

Wenpeng Gao ◽

Yili Fu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Subthalamic Nucleus ◽

Automated Detection ◽

Deep Convolutional Neural Network

Download Full-text

Automated detection of focal cortical dysplasia using a deep convolutional neural network

Computerized Medical Imaging and Graphics ◽

10.1016/j.compmedimag.2019.101662 ◽

2020 ◽

Vol 79 ◽

pp. 101662 ◽

Author(s):

Huiquan Wang ◽

S. Nizam Ahmed ◽

Mrinal Mandal

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Focal Cortical Dysplasia ◽

Cortical Dysplasia ◽

Automated Detection ◽

Deep Convolutional Neural Network

Download Full-text