Signal Processing · Electrical Eng. & Systems
Emotion Detection from EEG using Transfer Learning
Sidharth Sidharth, Ashish Abraham Samuel, Ranjana H, Jerrin Thomas Panachakel +1
2024-04-09
Computer Vision and Pattern Recognition · Computer Science
ELPG-DTFS: Prior-Guided Adaptive Time-Frequency Graph Neural Network for EEG Depression Diagnosis
Jingru Qiu, Jiale Liang, Xuanhan Fan, Mingda Zhang +1
2025-09-30
Signal Processing · Electrical Eng. & Systems
Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals
Abdolkarim Saeedi, Arash Maghsoudi, Fereidoun Nowshiravan Rahatabad
2023-03-13
Data Analysis, Statistics and Probability · Physics
Dynamics of EEG Entropy: beyond signal plus noise
M. Ignaccolo, M. Latka, W. Jernajczyk, P. Grigolini +1
2009-02-09
Machine Learning · Computer Science
Neural Responses to Affective Sentences Reveal Signatures of Depression
Aditya Kommineni, Woojae Jeong, Kleanthis Avramidis, Colin McDaniel +12
2025-06-09
Disordered Systems and Neural Networks · Physics
Mechanism of charge transfer and electrostatic field fluctuations in high entropy metallic alloys
Wai-Ga D. Ho, Wasim Raja Mondal, Hanna Terletska, Ka-Ming Tam +4
2023-11-27
Data Analysis, Statistics and Probability · Physics
The Dynamics of EEG Entropy
M. Ignaccolo, M. Latka, W. Jernajczyk, P. Grigolini +1
2009-03-06
Signal Processing · Electrical Eng. & Systems
Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals
Fatemeh Valipour, Zahra Valipour, Mani Garousi, Ali Khadem
2025-07-10
Neurons and Cognition · Quantitative Biology
An Electroencephalography connectome predictive model of major depressive disorder severity
Aya Kabbara, Gabriel Robert, Mohamad Khalil, Marc Verin +2
2021-10-18
Signal Processing · Electrical Eng. & Systems
A Systematic Review of EEG-based Machine Intelligence Algorithms for Depression Diagnosis, and Monitoring
Amir Nassibi, Christos Papavassiliou, Ildar Rakhmatulin, Danilo Mandic +1
2025-03-26
Applications · Statistics
Learning Optimal Biomarker-Guided Treatment Policy for Chronic Disorders
Bin Yang, Xingche Guo, Ji Meng Loh, Qinxia Wang +1
2023-05-24
Quantitative Methods · Quantitative Biology
Expanding the Transfer Entropy to Identify Information Subgraphs in Complex Systems
S. Stramaglia, Guo-Rong Wu, M. Pellicoro, D. Marinazzo
2015-06-04
Neural and Evolutionary Computing · Computer Science
MVGT: A Multi-view Graph Transformer Based on Spatial Relations for EEG Emotion Recognition
Yanjie Cui, Xiaohong Liu, Jing Liang, Yamin Fu
2026-03-16
Signal Processing · Electrical Eng. & Systems
Depression Detection using Resting State Three-channel EEG Signal
Qiuxia Shi, Ang Liu, Rongyan Chen, Jian Shen +2
2020-02-28