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A Radiomics-Boosted Deep-Learning Model for COVID-19 and Non-COVID-19 Pneumonia Detection Using Chest X-ray Image

Jul 19, 2021
Zongsheng Hu, Zhenyu Yang, Kyle J. Lafata, Fang-Fang Yin, Chunhao Wang

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Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application

May 22, 2021
Hangjie Ji, Kyle Lafata, Yvonne Mowery, David Brizel, Andrea L. Bertozzi, Fang-Fang Yin, Chunhao Wang

* 26 pages, 5 figures 

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Sublinear classical and quantum algorithms for general matrix games

Dec 11, 2020
Tongyang Li, Chunhao Wang, Shouvanik Chakrabarti, Xiaodi Wu

* 16 pages, 2 figures. To appear in the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021) 

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Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing quantum machine learning

Oct 14, 2019
Nai-Hui Chia, András Gilyén, Tongyang Li, Han-Hsuan Lin, Ewin Tang, Chunhao Wang

* 47 pages, 1 figure 

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Quantum-inspired classical sublinear-time algorithm for solving low-rank semidefinite programming via sampling approaches

Jan 10, 2019
Nai-Hui Chia, Tongyang Li, Han-Hsuan Lin, Chunhao Wang

* 35 pages, 1 figure 

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Quantum-inspired sublinear classical algorithms for solving low-rank linear systems

Nov 12, 2018
Nai-Hui Chia, Han-Hsuan Lin, Chunhao Wang

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