Multi-view Contrastive Learning with Additive Margin for Adaptive Nasopharyngeal Carcinoma Radiotherapy Prediction

Author:

Sheng Jiabao1ORCID,Lam Sai-Kit2ORCID,Li Zhe3ORCID,Zhang Jiang4ORCID,Teng Xinzhi4ORCID,Zhang Yuanpeng4ORCID,Cai Jing1ORCID

Affiliation:

1. Research Institute for Smart Ageing, The Hong Kong Polytechnic University, Hong Kong and Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong

2. Research Institute for Smart Ageing, The Hong Kong Polytechnic University, Hong Kong and Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong

3. Department of Electronic and Information Engineering, The Hong Kong Polytechnic University, Hong Kong

4. Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong

Publisher

ACM

Reference21 articles.

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2. Soon-Cheol Chung , Mi-Hyun Choi , Hyung-Sik Kim , Na-Rae You , Sang-Pyo Hong , Jung-Chul Lee , Sung-Jun Park , Ji-Hye Baek , Ul-Ho Jeong , Ji-Hye You , 2014. Effects of distraction task on driving: A functional magnetic resonance imaging study. Bio-medical materials and engineering 24, 6 ( 2014 ), 2971–2977. Soon-Cheol Chung, Mi-Hyun Choi, Hyung-Sik Kim, Na-Rae You, Sang-Pyo Hong, Jung-Chul Lee, Sung-Jun Park, Ji-Hye Baek, Ul-Ho Jeong, Ji-Hye You, 2014. Effects of distraction task on driving: A functional magnetic resonance imaging study. Bio-medical materials and engineering 24, 6 (2014), 2971–2977.

3. Son  D Dao , Ethan Zhao , Dinh Phung , and Jianfei Cai . 2021. Multi-label image classification with contrastive learning. arXiv preprint arXiv:2107.11626 ( 2021 ). Son D Dao, Ethan Zhao, Dinh Phung, and Jianfei Cai. 2021. Multi-label image classification with contrastive learning. arXiv preprint arXiv:2107.11626 (2021).

4. Alexey Dosovitskiy , Lucas Beyer , Alexander Kolesnikov , Dirk Weissenborn , Xiaohua Zhai , Thomas Unterthiner , Mostafa Dehghani , Matthias Minderer , Georg Heigold , Sylvain Gelly , 2020. An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929 ( 2020 ). Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, 2020. An image is worth 16x16 words: Transformers for image recognition at scale. arXiv preprint arXiv:2010.11929 (2020).

5. Tumor Heterogeneity: A Great Barrier in the Age of Cancer Immunotherapy

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