Wei Yan Peh

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

Transformer Convolutional Neural Networks for Automated Artifact Detection in Scalp EEG

Wei Yan Peh, Yuanyuan Yao, Justin Dauwels · 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) · 2022 · 27 citations

Convolutional Neural Network, Engineering, Scalp Eeg +23

Improving automated diagnosis of epilepsy from EEGs beyond IEDs

Prasanth Thangavel, John Thomas, Nishant Sinha et al. · Journal of Neural Engineering · 2022 · 18 citations · Full text