Dynamic Triple Reweighting Network for Automatic Femoral Head Necrosis Diagnosis from Computed Tomography

Author:

Li Lingfeng1ORCID,Zhao Gangming2ORCID,Yu Yizhou2ORCID,Li Jinpeng1ORCID

Affiliation:

1. University of Chinese Academy of Sciences, Ningbo, China

2. The Hong Kong University, Hong Kong, China

Funder

Ningbo Clinical Research Center for Medical Imaging

National Natural Science Foundation of China

Publisher

ACM

Reference24 articles.

1. Femoral head necrosis following traumatic hip joint tamponade: A case report

2. Seok Won Chung , Seung Seog Han , Ji Whan Lee, Kyung-Soo Oh, Na Ra Kim, Jong Pil Yoon, Joon Yub Kim, Sung Hoon Moon, Jieun Kwon, Hyo-Jin Lee, et al. 2018 . Automated de tection and classification of the proximal humerus fracture by using deep learning algorithm. Acta orthopaedica, Vol. 89, 4 (2018), 468--473. Seok Won Chung, Seung Seog Han, Ji Whan Lee, Kyung-Soo Oh, Na Ra Kim, Jong Pil Yoon, Joon Yub Kim, Sung Hoon Moon, Jieun Kwon, Hyo-Jin Lee, et al. 2018. Automated detection and classification of the proximal humerus fracture by using deep learning algorithm. Acta orthopaedica, Vol. 89, 4 (2018), 468--473.

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

4. Andre Esteva , Brett Kuprel , Roberto A Novoa , Justin Ko , Susan M Swetter , Helen M Blau , and Sebastian Thrun . 2017. Dermatologist-level classification of skin cancer with deep neural networks. nature , Vol. 542 , 7639 ( 2017 ), 115--118. Andre Esteva, Brett Kuprel, Roberto A Novoa, Justin Ko, Susan M Swetter, Helen M Blau, and Sebastian Thrun. 2017. Dermatologist-level classification of skin cancer with deep neural networks. nature, Vol. 542, 7639 (2017), 115--118.

5. A method of comparing the areas under receiver operating characteristic curves derived from the same cases.

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