Search Results for author: Pamela Boimel

Found 1 papers, 0 papers with code

Deep Convolutional Neural Networks for Imaging Data Based Survival Analysis of Rectal Cancer

no code implementations5 Jan 2019 Hongming Li, Pamela Boimel, James Janopaul-Naylor, Haoyu Zhong, Ying Xiao, Edgar Ben-Josef, Yong Fan

To improve existing survival analysis techniques whose performance is hinged on imaging features, we propose a deep learning method to build survival regression models by optimizing imaging features with deep convolutional neural networks (CNNs) in a proportional hazards model.

Survival Analysis Survival Prediction

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