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There are many applications of U-Net in biomedical image segmentation, such as brain image segmentation (''BRATS'' [8]) and liver image segmentation ("siliver07" [9]) as well as protein binding site prediction. [10] U-Net implementations have also found use in the physical sciences, for example in the analysis of micrographs of materials.
A T1 weighted MR image of the brain of a patient with a meningioma after injection of an MRI contrast agent (top left), and the same image with the result of an interactive segmentation overlaid in green (3D model of the segmentation on the top right, axial and coronal views at the bottom).
The use of stable image structures over scales has been furthered by Ahuja [74] [75] and his co-workers into a fully automated system. A fully automatic brain segmentation algorithm based on closely related ideas of multi-scale watersheds has been presented by Undeman and Lindeberg [76] and been extensively tested in brain databases.
Starting Jan. 1, older adults on Medicare will spend no more than $2,000 a year on prescription drugs when a new price cap on out-of-pocket payments from the Inflation Reduction Act goes into effect.
In 2017, Saglam and Baykan used Prim's sequential representation of minimum spanning tree and proposed a new cutting criterion for image segmentation. [7] They construct the MST with Prim's MST algorithm using the Fibonacci Heap data structure. The method achieves an important success on the test images in fast execution time.
In a worrying sign for Ukraine, the incoming Trump administration has signaled its disapproval of recent attacks on Russian soil, including long-range strikes and the assassination of a top ...
Accurate, real time dosimetry to better estimate the radiation doses delivered to the tumor and normal tissues in patients with brain tumors and head and neck cancer. Further clinical evaluation of accelerator-based neutron sources for the treatment of brain tumors, head and neck cancer, and other malignancies. Reducing the cost.
Rosie O'Donnell is reminiscing about her time with her eldest daughter, Chelsea O'Donnell, amid Chelsea's recent criminal arrests. Chelsea, 27, was arrested in Marinette County, Wis., on Nov. 18 ...
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