研究论文

Automated EEG-based screening of depression using deep convolutional neural network

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara, Jen Hong Tan, Hojjat Adeli, D. P Subha

University of Malaya　Ngee Ann Polytechnic　Singapore University of Social Sciences　The Ohio State University

来源Computer Methods and Programs in Biomedicine

年份2018

DOI10.1016/j.cmpb.2018.04.012

原文https://doi.org/10.1016/j.cmpb.2018.04.012

阅读操作

确认中

在文库中上传 PDF 后可生成中文音频讲解。

摘要与影响

摘要 · 节选

暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。

逐年被引趋势

119600

11923

关键指标

645

被引次数 · OpenAlex

25.42

领域内被引倍数
同类平均 = 1

前 0.1%

引用位次
同领域 · 同年份 · 同类型

参考文献

Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。

AI 辅助阅读

依据：文献信息

论文问答

当前基于文献信息回答

可就本文提问；依据不足时会说明。

学术脉络

学科主题

生物医学

EEG and Brain-Computer Interfaces

ECG Monitoring and Analysis · Heart Rate Variability and Autonomic Control

参考文献 66

Computer-Aided Diagnosis of Depression Using EEG Signals

U. Rajendra Acharya, Vidya K. Sudarshan, Hojjat Adeli · European Neurology · 2015

被引 202

Enhanced probabilistic neural network with local decision circles: A robust classifier

Mehran Ahmadlou, Hojjat Adeli · Integrated Computer-Aided Engineering · 2010

被引 350

Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification

Kaiming He, Xiangyu Zhang, Shaoqing Ren · 2015

被引 18,896

此处列出前 3 条

引用本文 645

Deep learning for electroencephalogram (EEG) classification tasks: a review

Alexander Craik, Yongtian He, José L. Contreras-Vidal · Journal of Neural Engineering · 2019

被引 1,699

A deep learning approach for Parkinson’s disease diagnosis from EEG signals

Shu Lih Oh, Yuki Hagiwara, U. Raghavendra · Neural Computing and Applications · 2018

被引 626

An Experimental Review on Deep Learning Architectures for Time Series Forecasting

Pedro Lara-Benítez, Manuel Carranza-García, José C. Riquelme · International Journal of Neural Systems · 2020

被引 518

按被引量排序，此处列出前 3 条