Automatic Segmentation of COVID-19 Infection on Lung CT Scans using Mask R-CNN

Author:

Dandil Emre1,Yildirim Mehmet Suleyman2

Affiliation:

1. Bilecik Seyh Edebali University,Department of Computer Engineering,Bilecik,Turkey

2. Sogut Vocational School, Bilecik Seyh Edebali University,Department of Computer Technology of,Bilecik,Turkey

Publisher

IEEE

Reference29 articles.

1. U-Net: Convolutional Networks for Biomedical Image Segmentation

2. DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

3. Imagenet classification with deep convolutional neural networks;krizhevsky;Advances in neural information processing systems,2012

4. Very deep convolutional networks for large-scale image recognition;simonyan;ArXiv Preprint,2014

5. Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy

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