Hybrid Adam sewing training optimization enabled deep learning for brain tumor segmentation and classification using MRI images

PS Bidkar, R Kumar, A Ghosh - Computer Methods in …, 2023 - Taylor & Francis
ABSTRACT A brain tumour (BT) is a growth of tissue that is organised by a gradual
accumulation of anomalous cells, and it is significant to segment and classify the BT from …

Deep pattern-based tumor segmentation in brain MRIs

N Bouchaour, S Mazouzi - Neural Computing and Applications, 2022 - Springer
It is still hard to deal with artifacts in magnetic resonance images (MRIs), particularly when
the latter are to be segmented. This paper introduces a novel deep-based scheme for tumor …

Ensemble Classification Using Entropy-Based Features for MRI Tissue Segmentation

N Bouchaour, S Mazouzi - Mediterranean Conference on Pattern …, 2020 - Springer
It is still hard to deal with artifacts in magnetic resonance images (MRIs), particularly when
the latter are to be segmented. This paper introduces a novel feature, namely the spatial …