Mohammed Abdelsamea
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Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network
A Abbas, MM Abdelsamea, MM Gaber
Applied Intelligence 51 (2), 854-864, 2021
4222021
Image-based plant phenotyping with incremental learning and active contours
M Minervini, MM Abdelsamea, SA Tsaftaris
Ecological Informatics 23, 35-48, 2014
1262014
An efficient self-organizing active contour model for image segmentation
MM Abdelsamea, G Gnecco, MM Gaber
Neurocomputing 149, 820-835, 2015
572015
Detrac: Transfer learning of class decomposed medical images in convolutional neural networks
A Abbas, MM Abdelsamea, MM Gaber
IEEE Access 8, 74901-74913, 2020
412020
Artificial intelligence in digital breast pathology: techniques and applications
A Ibrahim, P Gamble, R Jaroensri, MM Abdelsamea, CH Mermel, ...
The Breast 49, 267-273, 2020
382020
A novel autonomous perceptron model for pattern classification applications
A Sagheer, M Zidan, MM Abdelsamea
Entropy 21 (8), 763, 2019
342019
A SOM-based Chan–Vese model for unsupervised image segmentation
MM Abdelsamea, G Gnecco, MM Gaber
Soft Computing 21 (8), 2047-2067, 2017
272017
An automatic seeded region growing for 2d biomedical image segmentation
MM Abdelsamea
International Conference on Environment and BioScience, 2011
262011
Active contour model driven by globally signed region pressure force
MM Abdelsamea, SA Tsaftaris
2013 18th International Conference on Digital Signal Processing (DSP), 1-6, 2013
242013
A concurrent SOM-based Chan-Vese model for image segmentation
MM Abdelsamea, G Gnecco, MM Gaber
Advances in Self-Organizing Maps and Learning Vector Quantization, 199-208, 2014
212014
4S-DT: Self-Supervised Super Sample Decomposition for Transfer Learning With Application to COVID-19 Detection
A Abbas, MM Abdelsamea, MM Gaber
IEEE Transactions on Neural Networks and Learning Systems, 2021
202021
A cascade-learning approach for automated segmentation of tumour epithelium in colorectal cancer
MM Abdelsamea, A Pitiot, RB Grineviciute, J Besusparis, A Laurinavicius, ...
Expert Systems with Applications 118, 539-552, 2019
162019
Robust local–global SOM‐based ACM
MM Abdelsamea, G Gnecco
Electronics Letters 51 (2), 142-143, 2015
152015
A Survey of SOM-Based Active Contour Models for Image Segmentation
MM Abdelsamea, G Gnecco, MM Gaber
Advances in Self-Organizing Maps and Learning Vector Quantization, 293-302, 2014
152014
Learning transformations for automated classification of manifestation of tuberculosis using convolutional neural network
A Abbas, MM Abdelsamea
2018 13th International Conference on Computer Engineering and Systems …, 2018
132018
Automated classification of malignant and benign breast cancer lesions using neural networks on digitized mammograms
MM Abdelsamea, MH Mohamed, M Bamatraf
Cancer informatics 18, 1176935119857570, 2019
112019
An enhancement neighborhood connected segmentation for 2D-cellular image
MM Abdelsamea
International Journal of Bioscience, Biochemistry and Bioinformatics 1 (4 …, 2011
112011
On the relationship between variational level set-based and som-based active contours
MM Abdelsamea, G Gnecco, MM Gaber, E Elyan
Computational intelligence and neuroscience 2015, 2015
102015
An efficient clustering based texture feature extraction for medical image
MH Mohamed, MM Abdelsamea
2008 11th International Conference on Computer and Information Technology, 88-93, 2008
92008
A semi-automated system based on level sets and invariant spatial interrelation shape features for Caenorhabditis elegans phenotypes
MM Abdelsamea
Journal of Visual Communication and Image Representation 41, 314-323, 2016
62016
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Artículos 1–20