Yanchun Zhang — accepted AI-conference papers

2021

Pyramid U-Net for Retinal Vessel Segmentation

ICASSP 2021accepted

Retinal blood vessel can assist doctors in diagnosis of eyerelated diseases such as diabetes and hypertension, and its segmentation is particularly important for automatic retinal image analysis. However, it is challenging to segment these vessels structures, especially the thin capillaries from the…

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2019

A LSTM and CNN Based Assemble Neural Network Framework for Arrhythmias Classification

Fan Liu, Xingshe Zhou, Jinli Cao, Zhu Wang, Hua Wang, Yanchun Zhang

ICASSP 2019accepted

This paper puts forward a LSTM and CNN based assemble neural network framework to distinguish different types of arrhythmias by integrating stacked bidirectional long shot-term memory (SB-LSTM) network and two-dimensional convolutional neural network (TD-CNN). Particularly, SB-LSTM is used to mine t…

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