Search Results for author: Ziqian Xie

Found 3 papers, 1 papers with code

Med-BERT: pre-trained contextualized embeddings on large-scale structured electronic health records for disease prediction

1 code implementation22 May 2020 Laila Rasmy, Yang Xiang, Ziqian Xie, Cui Tao, Degui Zhi

Deep learning (DL) based predictive models from electronic health records (EHR) deliver impressive performance in many clinical tasks.

Disease Prediction

Decoding of finger trajectory from ECoG using deep learning

no code implementations Journal of Neural Engineering 2018 Ziqian Xie, Odelia Schwartz, Abhishek Prasad

We predicted the finger trajectory using ECoG signals and compared results for the least angle regression (LARS), CNN-LSTM, random forest, LSTM model (LSTM_HC, for using hard-coded features) and a decoding pipeline consisting of band-pass filtering, energy extraction, feature selection and linear regression.

Brain Decoding feature selection +1

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