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A New Deep Hybrid Boosted and Ensemble Learning-based Brain Tumor Analysis using MRI. (arXiv:2201.05373v1 [eess.IV])
Jan. 17, 2022, 2:10 a.m. | Mirza Mumtaz Zahoor, Shahzad Ahmad Qureshi, Saddam Hussain Khan, Asifullah Khan
cs.LG updates on arXiv.org arxiv.org
Brain tumors analysis is important in timely diagnosis and effective
treatment to cure patients. Tumor analysis is challenging because of tumor
morphology like size, location, texture, and heteromorphic appearance in the
medical images. In this regard, a novel two-phase deep learning-based framework
is proposed to detect and categorize brain tumors in magnetic resonance images
(MRIs). In the first phase, a novel deep boosted features and ensemble
classifiers (DBF-EC) scheme is proposed to detect tumor MRI images from healthy
individuals effectively. …
More from arxiv.org / cs.LG updates on arXiv.org
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