Search Results for author: Yifeng Tao

Found 2 papers, 1 papers with code

From genome to phenome: Predicting multiple cancer phenotypes based on somatic genomic alterations via the genomic impact transformer

1 code implementation31 Jan 2019 Yifeng Tao, Chunhui Cai, William Cohen, Xinghua Lu

Here, we present a deep neural network model with encoder-decoder architecture, referred to as genomic impact transformer (GIT), to infer the functional impact of SGAs on cellular signaling systems through modeling the statistical relationships between SGA events and differentially expressed genes (DEGs) in tumors.

Effective Feature Representation for Clinical Text Concept Extraction

no code implementations WS 2019 Yifeng Tao, Bruno Godefroy, Guillaume Genthial, Christopher Potts

Crucial information about the practice of healthcare is recorded only in free-form text, which creates an enormous opportunity for high-impact NLP.

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