Deep Learning Framework for Detecting Positive Lymph Nodes of Gastric Cancer on Histopathological Images

Author:

Huang Yuxiu1,Xue Yuyang2,Lan Junlin1,Deng Yanglin1,Chen Gang3,Zhang Hejun3,Dang Mengyuan4,Tong Tong5

Affiliation:

1. College of Physics and Information Engineering, Fuzhou University, China

2. Department of Computer Science, University of Tsukuba, Japan

3. Fujian Medical University Cancer Hospital, Fujian Cancer Hospital, China

4. Fujian Medical University, China

5. College of Physics and Information Engineering, Fuzhou University, China and Fujian Key Lab of Medical Instrumentation&Pharmaceutical Technology, Fuzhou University, China

Funder

Science and Technology Program of Fujian Province of China

National Natural Science Foundation of China

Publisher

ACM

Reference30 articles.

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2. Hyuna Sung , Jacques Ferlay , Rebecca L Siegel , Mathieu Laversanne , Isabelle Soerjomataram , Ahmedin Jemal , and Freddie Bray . 2021. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA: a cancer journal for clinicians 71, 3 ( 2021 ), 209–249. https://doi.org/10.3322/caac.21660 10.3322/caac.21660 Hyuna Sung, Jacques Ferlay, Rebecca L Siegel, Mathieu Laversanne, Isabelle Soerjomataram, Ahmedin Jemal, and Freddie Bray. 2021. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA: a cancer journal for clinicians 71, 3 (2021), 209–249. https://doi.org/10.3322/caac.21660

3. Guanzhen Yu Jiejun Wang Ying Chen Xi Wang Jun Pan Qiang Li and Keping Xie. 2008. Tissue microarray analysis reveals strong clinical evidence for a close association between loss of annexin A1 expression and nodal metastasis in gastric cancer. Clinical & experimental metastasis 25 7 (2008) 695-702. https://doi.org/10.1145/3447450.3447489 10.1145/3447450.3447489

4. Guanzhen Yu Jiejun Wang Ying Chen Xi Wang Jun Pan Qiang Li and Keping Xie. 2008. Tissue microarray analysis reveals strong clinical evidence for a close association between loss of annexin A1 expression and nodal metastasis in gastric cancer. Clinical & experimental metastasis 25 7 (2008) 695-702. https://doi.org/10.1145/3447450.3447489

5. Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification

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