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Progressive and Multipath Neural Network for Medical Image Segmentation

Abstract: The technology relates to software, systems, and methods for automated medical image segmentation via deep learning. Standard holistically-nested networks (HNNs) used in computer vision and medical imaging for segmentation and edge detection have a problem with coarsening resolution. The described technology addresses this. Simple, progressive...

Published: 4/8/2024 | Inventor(s): Adam Harrison, Ziyue Xu, Le Lu, Ronald Summers, Daniel Mollura

Keywords(s): Automated Medical Image, Coarsening Resolution, Computer Assisted Diagnostic, Deep Learning, Diagnostics, Holistically-nested networks (HNNs), Image Segmentation, Medical Imaging, Medical Imaging Processing, Segmentation

Category(s): Collaboration Sought > Collaboration, Application > Software / Apps, Collaboration Sought > Licensing