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dense-dense-u-net

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pjukalkar24 / bone_age_assessment

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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
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