Evaluating Knowledge Transfer in the Neural Network for Medical Images

Author:

Akbarian S.1ORCID,Seyyed-Kalantari L.2ORCID,Khalvati F.3ORCID,Dolatabadi E.2ORCID

Affiliation:

1. Klick Applied Sciences, Klick Inc., Toronto, Canada

2. Vector Institute, Toronto, Canada

3. The Hospital for Sick Children, Toronto, Canada

Funder

Natural Sciences and Engineering Research Council of Canada

NSERC Discovery grant

Vector Institute and Public Health Ontario through Pathfinder Projects

Vanessa Allen and Samir Patel

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference48 articles.

1. A Survey on Transfer Learning

2. Predicting COVID-19 Pneumonia Severity on Chest X-ray With Deep Learning

3. Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer;zagoruyko;arXiv 1612 03928,2016

4. Diagnose like a radiologist: Attention guided convolutional neural network for thorax disease classification;guan;arXiv 1801 09927,2018

5. A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning

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