Immunity-based Ebola optimization search algorithm for minimization of feature extraction with reduction in digital mammography using CNN models
Abstract Feature classification in digital medical images like mammography presents an optimization problem which researchers often neglect. The use of a convolutional neural network (CNN) in feature extraction and classification has been widely reported in the literature to have achieved outstandin...
Main Authors: | Olaide N. Oyelade, Absalom E. Ezugwu |
---|---|
Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2022-10-01
|
Series: | Scientific Reports |
Online Access: | https://doi.org/10.1038/s41598-022-22933-3 |
Similar Items
-
Binary Ebola Optimization Search Algorithm for Feature Selection and Classification Problems
by: Olatunji Akinola, et al.
Published: (2022-11-01) -
Evolutionary binary feature selection using adaptive ebola optimization search algorithm for high-dimensional datasets.
by: Olaide N Oyelade, et al.
Published: (2023-01-01) -
Ebola Optimization Search Algorithm: A New Nature-Inspired Metaheuristic Optimization Algorithm
by: Olaide Nathaniel Oyelade, et al.
Published: (2022-01-01) -
A bioinspired neural architecture search based convolutional neural network for breast cancer detection using histopathology images
by: Olaide N. Oyelade, et al.
Published: (2021-10-01) -
A novel wavelet decomposition and transformation convolutional neural network with data augmentation for breast cancer detection using digital mammogram
by: Olaide N. Oyelade, et al.
Published: (2022-04-01)