Automated depression detection via cloud based EEG analysis with transfer learning and synchrosqueezed wavelet transform - Bagherzadeh, Sara; Norouzi, Mohammad Reza; Ghasri, Amirhesam; Tolou Kouroshi, Pouya; Bahri Hampa, Sepideh; Farokhshad, Fatemeh; Shalbaf, Ahmad (Scientific reports, 2025)
Keywords: 639/166/985; 692/617/375; Adult; Cloud Computing; Convolutional neural network (CNN); COVID-19; Deep Learning; Deep learning (DL); Depression - diagnosis; Depression detection; Depressive Disorder, Major - diagnosis; Diagnosis, Computer-Assisted - methods; EEG; Electrodes; Electroencephalogram (EEG); Electroencephalography; Electroencephalography - methods; Female; Humanities and Social Sciences; Humans; Image processing; Male; Mental depression; Middle Aged; multidisciplinary; Neural networks; Neural Networks, Computer; SARS-CoV-2; Science; Science (multidisciplinary); Synchrosqueezing wavelet transform (SSWT); Transfer learning; Wavelet Analysis; Wavelet transforms; Depression detection; Convolutional neural network (CNN); Electroencephalogram (EEG); Deep learning (DL); Synchrosqueezing wavelet transform (SSWT)