Concepedia

EEG based depression recognition using improved graph convolutional neural network

Jing Zhu, Changting Jiang, Junhao Chen, Xiangbin Lin, Ruilan Yu, Xiaowei Li, Bin Hu

Computers in Biology and Medicine · 2022 · 85 citations · 49 references

Concepts

NursingNeurosciencePsychiatryAffective NeuroscienceComputational NeurosciencePsychophysiologyDepressionDepressive DisordersElectroencephalographyEmotion RecognitionGraph TheoryGraph-based LearningConvolutional Neural NetworksDeep Learning For Eeg AnalysisDeep Learning For ElectroencephalogramGraph Convolutional NetworksGraph Neural Networks

References

49

Adam: A Method for Stochastic Optimization

Diederik P. Kingma, Jimmy Ba · UvA-DARE (University of Amsterdam) · 2014 · 84.8K citations · Full text

Computing, Computer Science, Algorithms +16

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

A Brief Measure for Assessing Generalized Anxiety Disorder

Robert L. Spitzer, Kurt Kroenke, Janet B. W. Williams et al. · Archives of Internal Medicine · 2006 · 31.5K citations

Nursing, Psychiatry, Psychology +17

Detecting Functionality-Specific Vulnerabilities via Retrieving Individual Functionality-Equivalent APIs in Open-Source Repositories

Dagstuhl Research Online Publication Server · 2025 · 16.2K citations · Full text

Computing, Computer Science, Feature Engineering +16

The PHQ-9: A New Depression Diagnostic and Severity Measure

Kurt Kroenke, Robert L. Spitzer · Psychiatric Annals · 2002 · 6K citations

Nursing, Psychiatry, Mental Health Care +16