Search Results for author: Perry J. Pickhardt

Found 3 papers, 0 papers with code

Cross-Domain Medical Image Translation by Shared Latent Gaussian Mixture Model

no code implementations14 Jul 2020 Yingying Zhu, You-Bao Tang, Yu-Xing Tang, Daniel C. Elton, Sung-Won Lee, Perry J. Pickhardt, Ronald M. Summers

We expect the utility of our framework will extend to other problems beyond segmentation due to the improved quality of the generated images and enhanced ability to preserve small structures.

Image-to-Image Translation Pancreas Segmentation +1

Image Translation by Latent Union of Subspaces for Cross-Domain Plaque Detection

no code implementations22 May 2020 Yingying Zhu, Daniel C. Elton, SungWon Lee, Perry J. Pickhardt, Ronald M. Summers

In medical imaging applications, preserving small structures is important since these structures can carry information which is highly relevant for disease diagnosis.

Image Reconstruction Object Detection +1

Accurately identifying vertebral levels in large datasets

no code implementations28 Jan 2020 Daniel C. Elton, Veit Sandfort, Perry J. Pickhardt, Ronald M. Summers

We next developed an algorithm which performs iterative instance segmentation and classification of the entire spine with a 3D U-Net.

Instance Segmentation Semantic Segmentation

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