Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports

31 Jul 2020Abhishek K DubeyAlina PelusoJacob HinkleDevanshu AgarawalZilong Tan

Shallow Convolution Neural Network (CNN) is a time-tested tool for the information extraction from cancer pathology reports. Shallow CNN performs competitively on this task to other deep learning models including BERT, which holds the state-of-the-art for many NLP tasks... (read more)

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