Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning

Pochuan Wang
Pochuan Wang
Po-Ting Chen
Po-Ting Chen
Wei-Chih Liao
Wei-Chih Liao
Weichung Wang
Weichung Wang

DART/DCL@MICCAI, pp. 192-200, 2020.

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Abstract:

The performance of deep learning-based methods strongly relies on the number of datasets used for training. Many efforts have been made to increase the data in the medical image analysis field. However, unlike photography images, it is hard to generate centralized databases to collect medical images because of numerous technical, legal,...More

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