Multiple Instance Learning with Center Embeddings for Histopathology Classification
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-59722-1_50
Reference25 articles.
1. Boland, C.R., Goel, A.: Microsatellite instability in colorectal cancer. Gastroenterology 138(6), 2073–2087 (2010)
2. Campanella, G.: Clinical-grade computational pathology using weakly supervised deep learning on whole slide images. Nat. Med. 25(8), 1301–1309 (2019)
3. Lecture Notes in Computer Science;H Chen,2019
4. Cosatto, E., et al.: Automated gastric cancer diagnosis on h and e-stained sections; training a classifier on a large scale with multiple instance machine learning. In: Medical Imaging 2013: Digital Pathology, vol. 8676, p. 867605. International Society for Optics and Photonics (2013)
5. Hashimoto, N., et al.: Multi-scale domain-adversarial multiple-instance CNN for cancer subtype classification with non-annotated histopathological images. arXiv preprint arXiv:2001.01599 (2020)
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