Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
Short description of portfolio item number 2
publications
Paper Title Number 2
Published in Journal 1, 2010
Paper link http://academicpages.github.io/files/paper2.pdf, 2010
This paper is about the number 2. The number 3 is left for future work.
Paper Title Number 3
Published in Journal 1, 2015
Paper link http://academicpages.github.io/files/paper3.pdf, 2015
This paper is about the number 3. The number 4 is left for future work.
Generating anthropomorphic phantoms using fully unsupervised deformable image registration with convolutional neural networks
Published in Medical Physics, 2020
Paper link https://aapm.onlinelibrary.wiley.com/doi/abs/10.1002/mp.14545, 2020
We treat CNN as an optimization tool that iteratively minimizes the loss function via reparametrization in each iteration. This means that the algorithm is fully unsupervised and thus no prior training is required. We generate phantom variations by warpping an XCAT phantom to capture the anatomical variations within the real human CT images.
talks
Targeted Gradient Descent: A Novel Method for Convolutional Neural Networks Fine-tuning and Online-learning
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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