[HTML][HTML] Enhanced TumorNet: Leveraging YOLOv8s and U-net for superior brain tumor detection and segmentation utilizing MRI scans
Brain tumors, characterized by abnormal cell growth, pose a significant challenge in clinical
imaging due to their complex and diverse structures. Early and accurate identification …
imaging due to their complex and diverse structures. Early and accurate identification …
Detection and Segmentation of Glioma Tumors Utilizing a UNet Convolutional Neural Network Approach with Non-Subsampled Shearlet Transform
M Tamilarasi, S Kumarganesh… - Journal of …, 2024 - liebertpub.com
The prompt and precise identification and delineation of tumor regions within glioma brain
images are critical for mitigating the risks associated with this life-threatening ailment. In this …
images are critical for mitigating the risks associated with this life-threatening ailment. In this …
Red Piranha Optimization Based Fast and Robust Fuzzy C-Means Clustering for Precise Glioma Segmentation in Therapeutic Applications
G Sophia, K Ramaraj, K Karthikeyan… - 2024 10th …, 2024 - ieeexplore.ieee.org
Gliomas have cells that resemble glial cells., which are normal brain cells. They are the
prevalent kind of tumors; however., in patients with several years to live., they may be a …
prevalent kind of tumors; however., in patients with several years to live., they may be a …
Enhanced deep learning model using transfer learning to segment and detect brain tumors
B Gunasundari, H Kezia, T Dharanika… - 2024 15th …, 2024 - ieeexplore.ieee.org
A brain tumor is characterized by an abnormal growth of nerve cells within the brain, which
disrupts its normal function. This condition has resulted in the loss of numerous lives. Timely …
disrupts its normal function. This condition has resulted in the loss of numerous lives. Timely …
Machine Learning-based Brain Tumor Segmentation: A Comprehensive Review
RS Aleesa, N kadhim Al-bermani… - … of University of …, 2024 - journalofbabylon.com
Segmentation of Brain tumors refers to a crucial function in medical image processing.
Despite a lot of main attempts and satisfactory results in such a field, appropriate …
Despite a lot of main attempts and satisfactory results in such a field, appropriate …