Subha D. Puthankattil

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

U. Rajendra Acharya, Shu Lih Oh, Yuki Hagiwara et al. · Computer Methods and Programs in Biomedicine · 2018 · 607 citations

Neuroimaging Biomarkers, Psychiatry, Eeg Signal Processing +8

Automated Depression Detection Using Deep Representation and Sequence Learning with EEG Signals

Betül Ay, Muhammed Talo, Ulaş Baran Baloğlu et al. · Journal of Medical Systems · 2019 · 277 citations

Neuroimaging Biomarkers, Psychiatry, Computational Neuroscience +11

An automated diagnosis of depression using three-channel bandwidth-duration localized wavelet filter bank with EEG signals

Manish Sharma, P.V. Achuth, Dipankar Deb et al. · Cognitive Systems Research · 2018 · 139 citations

Psychiatry, Mood Symptom, Medicine +15

DEPRESSION DIAGNOSIS SUPPORT SYSTEM BASED ON EEG SIGNAL ENTROPIES

Oliver Faust, Peng Chuan Alvin Ang, Subha D. Puthankattil et al. · Journal of Mechanics in Medicine and Biology · 2014 · 120 citations

Engineering, Biometrics, Electroencephalography +17

CLASSIFICATION OF EEG SIGNALS IN NORMAL AND DEPRESSION CONDITIONS BY ANN USING RWE AND SIGNAL ENTROPY

Subha D. Puthankattil, Paul K. Joseph · Journal of Mechanics in Medicine and Biology · 2012 · 111 citations

Discrete Wavelet Transform, Neurophysiological Biomarkers, Total Variation Filtering +19