Nagwan Abdel Samee
Nagwan Abdel Samee
Assisstant Professor, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman
Verified email at - Homepage
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CNN-Hyperparameter Optimization for Diabetic Maculopathy Diagnosis in Optical Coherence Tomography and Fundus Retinography
G Atteia, N Abdel Samee, ESM El-Kenawy, A Ibrahim
Mathematics 10 (18), 3274, 2022
Adaptive Dynamic Dipper Throated Optimization for Feature Selection in Medical Data
AA G. Atteia, E. Mohamed, N. Samee, M. Jamjoom, A. Ibrahim
Computers, Materials, and Continua, 2022
Metaheuristic Optimization through Deep Learning Classification of Covid-19 in Chest X-Ray Images
YSM Nagwan Abdel Samee, El-kenawy El-Sayed M., Ghada Atteia, Jamjoom Mona M ...
Computers, Materials & Continua, 2022
A novel approach for brain tumour detection using deep learning based technique
KR Pedada, B Rao, KK Patro, JP Allam, MM Jamjoom, NA Samee
Biomedical Signal Processing and Control 82, 104549, 2023
Bo-allcnn: Bayesian-based optimized cnn for acute lymphoblastic leukemia detection in microscopic blood smear images
G Atteia, AA Alhussan, NA Samee
Sensors 22 (15), 5520, 2022
Deep learning cascaded feature selection framework for breast cancer classification: Hybrid CNN with univariate-based approach
NA Samee, G Atteia, S Meshoul, MA Al-antari, YM Kadah
Mathematics 10 (19), 3631, 2022
A Hybrid Deep Transfer Learning of CNN-Based LR-PCA for Breast Lesion Diagnosis via Medical Breast Mammograms
NA Samee, AA Alhussan, VF Ghoneim, G Atteia, R Alkanhel, MA Al-Antari, ...
Sensors 22 (13), 4938, 2022
BCNet: A Deep Learning Computer-Aided Diagnosis Framework for Human Peripheral Blood Cell Identification
C Chola, AY Muaad, MB Bin Heyat, JVB Benifa, WR Naji, ...
Diagnostics 12 (11), 2815, 2022
Classification framework for medical diagnosis of brain tumor with an effective hybrid transfer learning model
NA Samee, NF Mahmoud, G Atteia, HA Abdallah, M Alabdulhafith, ...
Diagnostics 12 (10), 2541, 2022
Aggression Detection in Social Media from Textual Data Using Deep Learning Models
U Khan, S Khan, A Rizwan, G Atteia, MM Jamjoom, NA Samee
Applied Sciences 12 (10), 5083, 2022
DFTSA-Net: Deep feature transfer-based stacked autoencoder network for DME diagnosis
G Atteia, N Abdel Samee, H Zohair Hassan
Entropy 23 (10), 1251, 2021
A hybrid workflow of residual convolutional transformer encoder for breast cancer classification using digital X-ray mammograms
RM Al-Tam, AM Al-Hejri, SM Narangale, NA Samee, NF Mahmoud, ...
Biomedicines 10 (11), 2971, 2022
Detection of biomarkers for hepatocellular carcinoma using a hybrid univariate gene selection methods
NM Abdel Samee, NH Solouma, YM Kadah
Theoretical Biology and Medical Modelling 9 (1), 1-17, 2012
Optimized deep learning architecture for brain tumor classification using improved Hunger Games Search Algorithm
MM Emam, NA Samee, MM Jamjoom, EH Houssein
Computers in Biology and Medicine 160, 106966, 2023
Clinical decision support framework for segmentation and classification of brain tumor MRIs using a U-Net and DCNN cascaded learning algorithm
NA Samee, T Ahmad, NF Mahmoud, G Atteia, HA Abdallah, A Rizwan
Healthcare 10 (12), 2340, 2022
Hybrid Feature Reduction Using PCC-Stacked Autoencoders for Gold/Oil Prices Forecasting under COVID-19 Pandemic
NA Samee, G Atteia, R Alkanhel, AA Alhussan, HN AlEisa
Electronics 11 (7), 991, 2022
Evaluation of using Parametric and Non-parametric Machine Learning Algorithms for Covid-19 Forecasting
NAS Ghada E. Atteia1, Hanan A. Mengash
International Journal of Advanced Computer Science and Applications 12 (10), 2021
RNN and BiLSTM Fusion for Accurate Automatic Epileptic Seizure Diagnosis Using EEG Signals
NA Samee, NF Mahmoud, EA Aldhahri, A Rafiq, MSA Muthanna, I Ahmad
Life 12 (12), 1946, 2022
Evaluating Deep and Statistical Machine Learning Models in the Classification of Breast Cancer from Digital Mammograms
YMK Amel A. Alhussan1, Nagwan M. Abdel Samee, Vidan F. Ghoneim
International Journal of Advanced Computer Science and Applications 12 (10), 2021
Classical and deep learning paradigms for detection and validation of key genes of risky outcomes of HCV
NM Abdel Samee
Algorithms 13 (3), 73, 2020
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