Analysis of Information Compression of Medical Images for Survival Models
2021 IEEE Open Conference of Electrical, Electronic and Information Sciences (eStream)(2021)
摘要
In this paper, we investigate the methods for extraction of significant information from medical breast cancer images for survival analysis. In breast cancer diagnostics as well as in the analysis of other medical images it is still common to employ manual assessment by medical staff, which needs a lot of prior professional knowledge. Unfortunately, such feature engineering is difficult to manage,...
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关键词
Medical image analysis,histopathology images,convolutional neural networks,survival analysis,Cox proportional hazards regression
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