Deep learning based enhanced tumor segmentation approach for MR brain images

• Published in: Applied soft computing Vol. 78; pp. 346 - 354
• Main Authors: Mittal, Mamta, Goyal, Lalit Mohan, Kaur, Sumit, Kaur, Iqbaldeep, Verma, Amit, Jude Hemanth, D.
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2019
• Subjects: Brain tumor MRI; Growing Convolution Neural Network (GCNN); Random forest; Segmentation; Stationary Wavelet Transform (SWT); Growing Convolution Neural Network (GCNN); Random forest; Brain tumor MRI; Segmentation; Stationary Wavelet Transform (SWT)

Automation in medical industry has become one of the necessities in today’s medical scenario. Radiologists/physicians need such automation techniques for accurate diagnosis and treatment planning. Automatic segmentation of tumor portion from Magnetic Resonance (MR) brain images is a challenging task...