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- W4385291204 abstract "A brain tumor is a medical disorder faced by individuals of all demographics. Medically, it is described as the spreadof non-essential cells close to or throughout the brain. Symptoms of this ailment include headaches, seizures, andsensory changes. This research explores two main categories of brain tumors: benign and malignant. Benignspreads steadily, and malignant express growth makes it dangerous. Early identification of brain tumors is a crucialfactor for the survival of patients. This research provides a state-of-the-art approach to the early identification oftumors within the brain. We implemented the SegResNet architecture, a widely adopted architecture for three-dimensional segmentation, and trained it using the automatic multi-precision method. We incorporated the diceloss function and dice metric for evaluating the model. We got a dice score of 0.84. For the tumor core, we got adice score of 0.84; for the whole tumor, 0.90; and for the enhanced tumor, we got a score of 0.79." @default.
- W4385291204 created "2023-07-27" @default.
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- W4385291204 date "2022-01-01" @default.
- W4385291204 modified "2023-10-16" @default.
- W4385291204 title "Enhanced 3D brain tumor segmentation using assortedprecision training" @default.
- W4385291204 doi "https://doi.org/10.54646/bijiam.2022.10" @default.
- W4385291204 hasPublicationYear "2022" @default.
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