Survival Prediction Based on Histopathology Imaging and Clinical Data: A Novel, Whole Slide CNN Approach
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Publisher
Springer International Publishing
Link
https://link.springer.com/content/pdf/10.1007/978-3-030-87240-3_73
Reference20 articles.
1. Carpenter, A.E., et al.: CellProfiler: image analysis software for identifying and quantifying cell phenotypes. Genome Biol. 7(10), 1–11 (2006)
2. Harrell, F.E., Califf, R.M., Pryor, D.B., Lee, K.L., Rosati, R.A.: Evaluating the yield of medical tests. JAMA 247(18), 2543–2546 (1982)
3. Ishwaran, H., Gerds, T.A., Kogalur, U.B., Moore, R.D., Gange, S.J., Lau, B.M.: Random survival forests for competing risks. Biostatistics 15(4), 757–773 (2014)
4. Jaber, M.I., et al.: A deep learning image-based intrinsic molecular subtype classifier of breast tumors reveals tumor heterogeneity that may affect survival. Breast Cancer Res. 22(1), 12 (2020)
5. Jing, B., et al.: A deep survival analysis method based on ranking. Artif. Intell. Med. 98, 1–9 (2019)
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