Prasanth Thangavel

Automated Detection of Interictal Epileptiform Discharges from Scalp Electroencephalograms by Convolutional Neural Networks

John Thomas, Jin Jing, Prasanth Thangavel et al. · International Journal of Neural Systems · 2020 · 81 citations · Full text

Diagnostic classification of autism using resting-state fMRI data improves with full correlation functional brain connectivity compared to partial correlation

Jac Fredo Agastinose Ronickom, John Thomas, Prasanth Thangavel et al. · Journal of Neuroscience Methods · 2020 · 71 citations

Neuroimaging Biomarkers, Diagnostic Classification, Psychiatry +11

Automated Adult Epilepsy Diagnostic Tool Based on Interictal Scalp Electroencephalogram Characteristics: A Six-Center Study

John Thomas, Prasanth Thangavel, Wei Yan Peh et al. · International Journal of Neural Systems · 2021 · 52 citations · Full text

Engineering, Machine Learning, Intelligent Diagnostics +21

Time–Frequency Decomposition of Scalp Electroencephalograms Improves Deep Learning-Based Epilepsy Diagnosis

Prasanth Thangavel, John Thomas, Wei Yan Peh et al. · International Journal of Neural Systems · 2021 · 36 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Six-Center Assessment of CNN-Transformer with Belief Matching Loss for Patient-Independent Seizure Detection in EEG

Wei Yan Peh, Prasanth Thangavel, Yuanyuan Yao et al. · International Journal of Neural Systems · 2022 · 32 citations · Full text

Convolutional Neural Network, Eeg Recordings, Engineering +24