Lymph Node Metastasis Prediction From Whole Slide Images With Transformer-Guided Multiinstance Learning and Knowledge Transfer
Author:
Affiliation:
1. School of Informatics, Xiamen University, Xiamen, China
2. Department of Statistics and Actuarial Science, The University of Hong Kong, Hong Kong, SAR, China
3. Zhongshan Hospital, Xiamen University, Xiamen, China
Funder
Fundamental Research Funds for the Central Universities
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software
Link
http://xplorestaging.ieee.org/ielx7/42/9906463/09765508.pdf?arnumber=9765508
Reference38 articles.
1. Diagnostic Assessment of Deep Learning Algorithms for Detection of Lymph Node Metastases in Women With Breast Cancer
2. Distilling the knowledge in a neural network;hinton;Stat,2015
3. Layer normalization;ba;Stat,2016
4. Data clustering: 50 years beyond K-means
5. Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer;komodakis;Proc Int Conf Learn Represent,2017
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