Detection of Major Depressive Disorder Using EEG Multifeature Fusion

Authors: Paresh Kowli, V., Padole, H.P.

Source: IEEE Sensors Journal IEEE Sensors J. Sensors Journal, IEEE. 25(1):1068-1075 Jan, 2025

WS-BiLSTM-MA: Wavelet Scattering-Based BiLSTM With Mixed Attention Block for MDD Recognition Using Multichannel EEG Signals

Authors: Zhang, F., Yang, C., You, L., Wang, X., Yuan, Y., Jeannes, R.L.B., Shu, H., Xiang, W.

Source: IEEE Transactions on Instrumentation and Measurement IEEE Trans. Instrum. Meas. Instrumentation and Measurement, IEEE Transactions on. 74:1-13 2025

Utilizing MRI Scans and Machine Learning to Enhance Depression Diagnosis

Authors: Mian, Salik, Mian, Manal, Mian, Sarah

Source: 2024 International Conference on Engineering and Emerging Technologies (ICEET) Engineering and Emerging Technologies (ICEET), 2024 International Conference on. :1-6 Dec, 2024

Relation: 2024 International Conference on Engineering and Emerging Technologies (ICEET)

High-order functional connectivity based Major depressive disorder classification using self-attention based CNN

Authors: Chenxi, Tian, Meili, Lu

Source: 2024 7th International Conference on Data Science and Information Technology (DSIT) Data Science and Information Technology (DSIT), 2024 7th International Conference on. :1-6 Dec, 2024

Relation: 2024 7th International Conference on Data Science and Information Technology (DSIT)

Resting-State Functional Connectivity in Children and Adolescents with Major Depressive Disorder: A Deep Learning Approach Using High-density EEG

Authors: Najafabadi, A. Jahanian, Bagh, K.

Source: 2024 IEEE Signal Processing in Medicine and Biology Symposium (SPMB) Signal Processing in Medicine and Biology Symposium (SPMB), 2024 IEEE. :1-7 Dec, 2024

Relation: 2024 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)

Evaluation of EEG Microstates and Their Correlation with ECG in Major Depressive Disorder in Resting-State

Authors: Shoaie, Elham, Shamsollahi, Mohammad Bagher

Source: 2024 31st National and 9th International Iranian Conference on Biomedical Engineering (ICBME) Biomedical Engineering (ICBME), 2024 31st National and 9th International Iranian Conference on. :490-496 Nov, 2024

Relation: 2024 31st National and 9th International Iranian Conference on Biomedical Engineering (ICBME)

Handling Depression: An In-depth Study on its Causes and Treatment through Novel Machine Learning Approaches

Authors: Balakrishna, N., Mukesh Krishnan, M.B., Ganesh, D.

Source: 2024 8th International Conference on Electronics, Communication and Aerospace Technology (ICECA) Electronics, Communication and Aerospace Technology (ICECA), 2024 8th International Conference on. :830-835 Nov, 2024

Relation: 2024 8th International Conference on Electronics, Communication and Aerospace Technology (ICECA)

A Bioinformatics Approach to Identify Hub Genes Across Schizophrenia, Anxiety, Bipolar Disorder, and Depressive Disorder for Network-Based Drug Discovery

Authors: Biswas, Md. Emran, Hasan, MD Galib, Hossain, Md. Jobare, Basar, Md. Abul, Hossain, Md. Selim

Source: 2024 2nd International Conference on Information and Communication Technology (ICICT) Information and Communication Technology (ICICT), 2024 2nd International Conference on. :304-308 Oct, 2024

Relation: 2024 2nd International Conference on Information and Communication Technology (ICICT)

Diagnosis of Major Depressive Disorder Using EEG Signals

Authors: Gulenc, Nadide Gulsah, Ozturk, Mahmut

Source: 2024 Innovations in Intelligent Systems and Applications Conference (ASYU) Intelligent Systems and Applications Conference (ASYU), 2024 Innovations in. :1-6 Oct, 2024

Relation: 2024 Innovations in Intelligent Systems and Applications Conference (ASYU)

Diagnosis of Major Depressive Disorder from EEG Signals Using Empirical Wavelet Transform and Machine Learning Methods

Authors: Gulenc, Nadide Gulsah, Ozturk, Mahmut

Source: 2024 Medical Technologies Congress (TIPTEKNO) Medical Technologies Congress (TIPTEKNO), 2024. :1-4 Oct, 2024

Relation: 2024 Medical Technologies Congress (TIPTEKNO)

A Robust Deep-Learning Model to Detect Major Depressive Disorder Utilizing EEG Signals

Authors: Anik, I.A., Kamal, A.H.M., Kabir, M.A., Uddin, S., Moni, M.A.

Source: IEEE Transactions on Artificial Intelligence IEEE Trans. Artif. Intell. Artificial Intelligence, IEEE Transactions on. 5(10):4938-4947 Oct, 2024

Depression Detection by Using Wearable Sensors

Authors: Shrivastav, Vishal, Giriraj, Tiwari, Sudhanshu, Singal, Gaurav, Kushwaha, Riti, Tewari, Tulika, Gupta, Ankur

Source: 2024 IEEE Region 10 Symposium (TENSYMP) Region 10 Symposium (TENSYMP), 2024 IEEE. :1-6 Sep, 2024

Relation: 2024 IEEE Region 10 Symposium (TENSYMP)

Differences in optimal community structure in brain connectivity organization in major depressive disorder

Authors: Khorev, Vladimir, Kurkin, Semen, Paunova, Rositsa, Bukina, Tatiana, Stoyanov, Drozdstoy

Source: 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA) Scientific School Dynamics of Complex Networks and their Applications (DCNA), 2024 8th. :119-122 Sep, 2024

Relation: 2024 8th Scientific School Dynamics of Complex Networks and their Applications (DCNA)

Automated Depressive Disorder Classification using Optimized CNN-LSTM

Authors: Meenakshi, A., Sivasakthi, M.

Source: 2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT) Circuit Power and Computing Technologies (ICCPCT), 2024 7th International Conference on. 1:1746-1752 Aug, 2024

Relation: 2024 7th International Conference on Circuit Power and Computing Technologies (ICCPCT)

Reward-based Recurrent Neural Network for Major Depressive Disorder Prediction in Time Series

Authors: Zhang, Bo-Kun, Hu, Bin, Guan, Zhi-Hong, Li, Junyan

Source: 2024 43rd Chinese Control Conference (CCC) Chinese Control Conference (CCC), 2024 43rd. :2388-2393 Jul, 2024

Relation: 2024 43rd Chinese Control Conference (CCC)

Evaluating Augmentation Approaches for Deep Learning-based Major Depressive Disorder Diagnosis with Raw Electroencephalogram Data*

Authors: Ellis, Charles A., Miller, Robyn L., Calhoun, Vince D.

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-5 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Exploring Self-Supervised Models for Depressive Disorder Detection: A Study on Speech Corpora

Authors: Maji, Bubai, Nasreen, Shazia, Guha, Rajlakshmi, Routray, Aurobinda, Majumdar, Debabrata, Poonam, Km

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-4 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

Exploration of a Network-Based EEG Marker for Major Depressive Disorder

Authors: Lemaitre, Clara, Charles, Adam, Sarma, Sridevi V.

Source: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) Engineering in Medicine and Biology Society (EMBC), 2024 46th Annual International Conference of the IEEE. :1-4 Jul, 2024

Relation: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

A Novel Three-Phase Feature Selection Algorithm for Major Depressive Disorder Classification

Authors: Chen, Xitian, Dai, Zhengjia, Mu, Nankun, Lin, Ying

Source: 2024 11th International Conference on Machine Intelligence Theory and Applications (MiTA) Machine Intelligence Theory and Applications (MiTA), 2024 11th International Conference on. :1-8 Jul, 2024

Relation: 2024 11th International Conference on Machine Intelligence Theory and Applications (MiTA)

Predicting the Depression based on Motor Activity of Individuals using Time Series Forest Classifier

Authors: Hegde, Chetana, Hegde, Ananya Subray, Khasnis, Aditi, Shetty, Ananya P

Source: 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT) Electronics, Computing and Communication Technologies (CONECCT), 2024 IEEE International Conference on. :1-6 Jul, 2024

Relation: 2024 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)