In collaboration with Dr. Liang Zhan and the 2022 Hillman Academy. This study implements a Dense Dense U-Net, a convolutional neural network, to segment hand x-rays using K-Means clusters as ground truths. A Support Vector Regression model utilizes produced segmentations to predict bone age with greater speed, precision and accuracy as radiologists
segmentation
image-segmentation
support-vector-regression
k-means-clustering
x-ray-images
dense-dense-u-net
-
Updated
Jul 18, 2023 - Jupyter Notebook