Brain tumor detection using deep learning and image processing

AS Methil - … on artificial intelligence and smart systems (ICAIS), 2021 - ieeexplore.ieee.org
Brain Tumor Detection is one of the most difficult tasks in medical image processing. The
detection task is difficult to perform because there is a lot of diversity in the images as brain
tumors come in different shapes and textures. Brain tumors arise from different types of cells
and the cells can suggest things like the nature, severity, and rarity of the tumor. Tumors can
occur in different locations and the location of tumors can suggest something about the type
of cells causing the tumor which can aid further diagnosis. The task of brain tumor detection …

Brain tumor detection using deep learning techniques

K Bathe, V Rana, S Singh, V Singh - Proceedings of the 4th …, 2021 - papers.ssrn.com
Brain tumor is considered as one of the aggressive diseases, among children and adults.
Brain tumors grow very fast and if not treated well, the survival chances of the patient are
very less. Early detection of brain tumors is very important. Proper treatment planning and
accurate diagnostics is at the topmost priority to improve life expectancy of the patients. The
best technique to detect brain tumor is Magnetic Resonance Imaging. The MRI images are
examined by the radiologist. Manual examination can be error prone due to the level of …
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