Paper Title :A Review on Brain Tumor Segmentation Techniques on MRI Images
Author :Mansi Singh, Kumari Kalyani, Tannu Yadav, Bhawna Yadav, Najme Zehra Naqvi
Article Citation :Mansi Singh ,Kumari Kalyani ,Tannu Yadav ,Bhawna Yadav ,Najme Zehra Naqvi ,
(2023 ) " A Review on Brain Tumor Segmentation Techniques on MRI Images " ,
International Journal of Electrical, Electronics and Data Communication (IJEEDC) ,
pp. 73-81,
Volume-11,Issue-6
Abstract : Cancer has been increasingly affecting people of vast diversity in age, gender, origin, etc. This makes its timely
diagnosis and treatment essential. A brain tumour is typically an abnormal development of brain cells that is either malignant
(cancerous) or benign (non-cancerous). Brain tumors are very dangerous because it is quite hard to perform surgery on them
owing to their sensitive location. Early detection of tumor and its classification into malignant or benign allows medical
practition- ers to perform accurate diagnosis and hence, provide appropriate treatment. This paper introduces various
contemporary state-of- the-art ML and DL methods used in brain tumor segmentation and their comparative study based on
metrics of performance.
Keywords - Medical Image Segmentation, Machine Learn- ing, Deep Learning, MRI
Type : Research paper
Published : Volume-11,Issue-6
DOIONLINE NO - IJEEDC-IRAJ-DOIONLINE-19903
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Copyright: © Institute of Research and Journals
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Published on 2023-10-19 |
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