2017 Winter Project Week/Convolutional neural nets for lung cancer survival prediction

Home < 2017 Winter Project Week < Convolutional neural nets for lung cancer survival prediction

Project Description

Objective	Approach and Plan	Progress and Next Steps
Improve the predictive performance and retrian our CNN's - benchmark "deep" features results with those from "hand-crafted" radiomic features.	Identify best data preprocessing techniques for medical images: normalization vs standardization 2d single slice vs 2.5d stacked orientations (RGB) Identify dest data augmentation methods for medical images: cropping, brigtness, contrast..etc