Kidney and Kidney Tumor Segmentation using a Logical Ensemble of U-nets with Volumetric Validation

Automated medical image segmentation is a priority research area for computational methods. In particular, detection of cancerous tumors represents a current challenge in this area with potential for real-world impact. This paper describes a method developed in response to the 2019 Kidney Tumor Segm...

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Veröffentlicht in:	arXiv.org 2019-08
Hauptverfasser:	O'Reilly, Jamie A, Sangworasil, Manas, Matsuura, Takenobu
Format:	Artikel
Sprache:	eng
Schlagworte:	Annotations Automation Computed tomography Computer Science - Computer Vision and Pattern Recognition Computer vision Equalization Histograms Image restoration Image segmentation Kidneys Medical imaging Medical research Tumors Zooming
Online-Zugang:	Volltext
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