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2025	Colorectal cancer classification using weakly annotated whole slide images: Multiple instance learning optimization study Computers in Biology and Medicine Ahmed Saeed, Mohamed A. Ismail, Nagia M. Ghanem
2025	InceptionNeXt-Transformer: A novel multi-scale deep feature learning architecture for multimodal breast cancer diagnosis Biomedical Signal Processing and Control Ishak Pacal, Omneya Attallah
2025	Harnessing infrared thermography and multi-convolutional neural networks for early breast cancer detection Scientific Reports Omneya Attallah
2025	Advancing cancer diagnosis and prognostication through deep learning mastery in breast, colon, and lung histopathology with ResoMergeNet Computers in Biology and Medicine Chukwuebuka Joseph Ejiyi, Zhen Qin, Victor K. Agbesi, Ding Yi, Abena A. Atwereboannah, Ijeoma A. Chikwendu, Oluwatoyosi F. Bamisile, Grace-Mercure Bakanina Kissanga, Olusola O. Bamisile
2025	Histopathological image based breast cancer diagnosis using deep learning and bio inspired optimization Scientific Reports Venkata Nagaraju Thatha, M. Ganesh Karthik, Venu Gopal Gaddam, D. Pramodh Krishna, S. Venkataramana, Kranthi Kumar Lella, Udayaraju Pamula
2025	Enhancing Breast Cancer Diagnosis With Bidirectional Recurrent Neural Networks: A Novel Approach for Histopathological Image Multi-Classification IEEE Access Rajendra Babu Chikkala, Chinta Anuradha, Patnala S. R. Chandra Murty, S. Rajeswari, N. Rajeswaran, M. Murugappan, Muhammad E. H. Chowdhury
2024	Skin-CAD: Explainable deep learning classification of skin cancer from dermoscopic images by feature selection of dual high-level CNNs features and transfer learning Computers in Biology and Medicine Omneya Attallah
2024	Advancing Breast Cancer Detection: Enhancing YOLOv5 Network for Accurate Classification in Mammogram Images IEEE Access Muhammad Anas, Ihtisham Ul Haq, Ghassan Husnain, Syed Ali Faraz Jaffery
2024	Skin cancer classification leveraging multi-directional compact convolutional neural network ensembles and gabor wavelets Scientific Reports Omneya Attallah
2024	A review of cancer data fusion methods based on deep learning Information Fusion Yuxin Zhao, Xiaobo Li, Changjun Zhou, Hao Peng, Zhonglong Zheng, Jun Chen, Weiping Ding
2024	Color-CADx: a deep learning approach for colorectal cancer classification through triple convolutional neural networks and discrete cosine transform Scientific Reports Maha Sharkas, Omneya Attallah
2024	Categorization of Breast Carcinoma Histopathology Images by Utilizing Region-Based Convolutional Neural Networks Arabian Journal for Science and Engineering Tuğçe Sena Altuntaş, Tuğba Toyran, Sami Arıca
2024	Lecture Notes in Networks and Systems Kumar Keshamoni, Koteswara Rao, D. Subba Rao
2024	Acute lymphocytic leukemia detection and subtype classification via extended wavelet pooling based-CNNs and statistical-texture features Image and Vision Computing Omneya Attallah
2023	MobileNet-SVM: A Lightweight Deep Transfer Learning Model to Diagnose BCH Scans for IoMT-Based Imaging Sensors Sensors Roseline Oluwaseun Ogundokun, Sanjay Misra, Akinyemi Omololu Akinrotimi, Hasan Ogul
2023	GabROP: Gabor Wavelets-Based CAD for Retinopathy of Prematurity Diagnosis via Convolutional Neural Networks Diagnostics Omneya Attallah
2023	Classification of Breast Cancer Using Transfer Learning and Advanced Al-Biruni Earth Radius Optimization Biomimetics Amel Ali Alhussan, Abdelaziz A. Abdelhamid, S. K. Towfek, Abdelhameed Ibrahim, Laith Abualigah, Nima Khodadadi, Doaa Sami Khafaga, Shaha Al-Otaibi, Ayman Em Ahmed
2023	CAD system for inter-turn fault diagnosis of offshore wind turbines via multi-CNNs & feature selection Renewable Energy Omneya Attallah, Rania A. Ibrahim, Nahla E. Zakzouk
2023	Auto-MyIn: Automatic diagnosis of myocardial infarction via multiple GLCMs, CNNs, and SVMs Biomedical Signal Processing and Control Omneya Attallah, Dina A. Ragab
2023	Enhanced Pre-Trained Xception Model Transfer Learned for Breast Cancer Detection Computation Shubhangi A. Joshi, Anupkumar M. Bongale, P. Olof Olsson, Siddhaling Urolagin, Deepak Dharrao, Arunkumar Bongale
2023	Medical image classification using a combination of features from convolutional neural networks Multimedia Tools and Applications Marina M. M. Rocha, Gabriel Landini, Joao B. Florindo
2023	Cervical Cancer Diagnosis Based on Multi-Domain Features Using Deep Learning Enhanced by Handcrafted Descriptors Applied Sciences Omneya Attallah
2023	Deep Learning for Medical Image-Based Cancer Diagnosis Cancers Xiaoyan Jiang, Zuojin Hu, Shuihua Wang, Yudong Zhang
2023	2023 International Conference on Data Science and Network Security (ICDSNS) G N Keshava Murthy, Piyush Kumar Pareek, Nayana C P, Ramya I M, Keerthi Kumar M, Rashmi P
2023	RADIC:A tool for diagnosing COVID-19 from chest CT and X-ray scans using deep learning and quad-radiomics Chemometrics and Intelligent Laboratory Systems Omneya Attallah
2023	MonDiaL-CAD: Monkeypox diagnosis via selected hybrid CNNs unified with feature selection and ensemble learning DIGITAL HEALTH Omneya Attallah
2023	CerCan·Net: Cervical cancer classification model via multi-layer feature ensembles of lightweight CNNs and transfer learning Expert Systems with Applications Omneya Attallah
2023	Proceedings of the 2023 8th International Conference on Biomedical Imaging, Signal Processing Taimoor Shakeel Sheikh, Jaesool Shim, Migyung Cho
2022	A deep learning-based diagnostic tool for identifying various diseases via facial images DIGITAL HEALTH Omneya Attallah
2022	An Intelligent ECG-Based Tool for Diagnosing COVID-19 via Ensemble Deep Learning Techniques Biosensors Omneya Attallah
2022	A wavelet-based deep learning pipeline for efficient COVID-19 diagnosis via CT slices Applied Soft Computing Omneya Attallah, Ahmed Samir
2022	Deep and dense convolutional neural network for multi category classification of magnification specific and magnification independent breast cancer histopathological images Biomedical Signal Processing and Control M Abdul Jawad, Farida Khursheed
2022	A computer-aided diagnostic framework for coronavirus diagnosis using texture-based radiomics images DIGITAL HEALTH Omneya Attallah
2022	Application of Deep Learning in Histopathology Images of Breast Cancer: A Review Micromachines Yue Zhao, Jie Zhang, Dayu Hu, Hui Qu, Ye Tian, Xiaoyu Cui
2022	Classification of Breast Cancer Histopathological Images Using DenseNet and Transfer Learning Computational Intelligence and Neuroscience Musa Adamu Wakili, Harisu Abdullahi Shehu, Md. Haidar Sharif, Md. Haris Uddin Sharif, Abubakar Umar, Huseyin Kusetogullari, Ibrahim Furkan Ince, Sahin Uyaver
2022	ECG-BiCoNet: An ECG-based pipeline for COVID-19 diagnosis using Bi-Layers of deep features integration Computers in Biology and Medicine Omneya Attallah
2022	A Framework for Lung and Colon Cancer Diagnosis via Lightweight Deep Learning Models and Transformation Methods Diagnostics Omneya Attallah, Muhammet Fatih Aslan, Kadir Sabanci
2022	Unsupervised Learning Based on Multiple Descriptors for WSIs Diagnosis Diagnostics Taimoor Shakeel Sheikh, Jee-Yeon Kim, Jaesool Shim, Migyung Cho
2022	Deep and Dense Convolutional Neural Network ( <i>D<sup>2</sup></i> <i>CN<sup>2</sup></i> for Multi Category Classification of Magnification Specific and Magnification Independent Breast Cancer Histopathological Images SSRN Electronic Journal M. Abdul Jawad, Farida Khurshid
2021	Intelligent Dermatologist Tool for Classifying Multiple Skin Cancer Subtypes by Incorporating Manifold Radiomics Features Categories Contrast Media & Molecular Imaging Omneya Attallah, Maha Sharkas
2021	DIAROP: Automated Deep Learning-Based Diagnostic Tool for Retinopathy of Prematurity Diagnostics Omneya Attallah