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ECR 2017 / C-1802
Keeping a human in the loop, interpretable explanations for finding crushed vertebrae
This poster is published under an open license. Please read the disclaimer for further details.
Congress: ECR 2017
Poster No.: C-1802
Type: Scientific Exhibit
Keywords: Computer applications, Bones, CT, CAD, CT-Quantitative, Computer Applications-Detection, diagnosis, Technical aspects, Computer Applications-General, Osteoporosis, Demineralisation-Bone
Authors: K. S. Mader1, A. W. Sauter2, G. Sommer2, B. Stieltjes2; 1Zurich/CH, 2Basel/CH
DOI:10.1594/ecr2017/C-1802

Results

The 4 different models each giving performance between 60-80% accuracy on the validation data. The feasibility scores and validation data accuracy had a strong correlation of 0.75 with an R^2 of 0.9. Each of the models highlighted different features (shown in figure 2) which demonstrate which features were relevant for making the classification.

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