DeepCRC: Colorectum and Colorectal Cancer Segmentation in CT Scans via Deep Colorectal Coordinate Transform

Author:

Yao Lisha,Xia Yingda,Zhang Haochen,Yao Jiawen,Jin Dakai,Qiu Bingjiang,Zhang Yuan,Li Suyun,Liang Yanting,Hua Xian-Sheng,Lu Le,Chen Xin,Liu Zaiyi,Zhang Ling

Publisher

Springer Nature Switzerland

Reference24 articles.

1. Medical Segmentation Decathlon, Challenge Leaderboard. https://decathlon-10.grand-challenge.org/evaluation/challenge/leaderboard/

2. Antonelli, M., et al.: The medical segmentation decathlon. arXiv preprint arXiv:2106.05735 (2021)

3. Argilés, G., et al.: Localised colon cancer: ESMO clinical practice guidelines for diagnosis, treatment and follow-up. Ann. Oncol. 31(10), 1291–1305 (2020)

4. Dosovitskiy, A., et al.: An image is worth 16x16 words: transformers for image recognition at scale. ICLR (2021)

5. Huang, Y.J., et al.: 3-D Roi-aware U-net for accurate and efficient colorectal tumor segmentation. IEEE Trans. Cybern. 51(11), 5397–5408 (2020)

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