Omneya Attallah

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Myocardial Infarction

Feature Selection

Cervical Cancer

Top Venues

PeerJ Comput. Sci.

Comput. Biol. Medicine

Frontiers Neuroinformatics

Publications

Omneya Attallah
Skin-CAD: Explainable deep learning classification of skin cancer from dermoscopic images by feature selection of dual high-level CNNs features and transfer learning. Comput. Biol. Medicine 178 (2024)
Omneya Attallah
Acute lymphocytic leukemia detection and subtype classification via extended wavelet pooling based-CNNs and statistical-texture features. Image Vis. Comput. 147 (2024)
Omneya Attallah, Dina Ahmed Ragab
Auto-MyIn: Automatic diagnosis of myocardial infarction via multiple GLCMs, CNNs, and SVMs. Biomed. Signal Process. Control. 80 (Part) (2023)
Rojaina Mahmoud, Mona Mamdouh, Omneya Attallah, Ahmad Al-Kabbany
Stress Management Using Virtual Reality-Based Attention Training. CoRR (2023)
Omneya Attallah
CerCan·Net: Cervical cancer classification model via multi-layer feature ensembles of lightweight CNNs and transfer learning. Expert Syst. Appl. 229 (Part B) (2023)
Shaza B. Zaghlool, Omneya Attallah
A Review of Deep Learning Methods for Multi-omics Integration in Precision Medicine. BIBM (2022)
Dawlat Al-Saadany, Omneya Attallah, Khaled Elzaafarany, A. A. A. Nasser
A Machine Learning Framework for Fetal Arrhythmia Detection via Single ECG Electrode. ICCS (1) (2022)
Omneya Attallah
Deep Learning-Based CAD System for COVID-19 Diagnosis via Spectral-Temporal Images. ICICM (2022)
Omneya Attallah
ECG-BiCoNet: An ECG-based pipeline for COVID-19 diagnosis using Bi-Layers of deep features integration. Comput. Biol. Medicine 142 (2022)
Omneya Attallah, Ahmed Samir
A wavelet-based deep learning pipeline for efficient COVID-19 diagnosis via CT slices. Appl. Soft Comput. 128 (2022)
Omneya Attallah, Maha A. Sharkas
GASTRO-CADx: a three stages framework for diagnosing gastrointestinal diseases. PeerJ Comput. Sci. 7 (2021)
Dina Ahmed Ragab, Omneya Attallah, Maha A. Sharkas, Jinchang Ren, Stephen Marshall
A framework for breast cancer classification using Multi-DCNNs. Comput. Biol. Medicine 131 (2021)
Omneya Attallah, Fatma Anwar, Nagia M. Ghanem, Mohamed A. Ismail
Histo-CADx: duo cascaded fusion stages for breast cancer diagnosis from histopathological images. PeerJ Comput. Sci. 7 (2021)
Omneya Attallah
CoMB-Deep: Composite Deep Learning-Based Pipeline for Classifying Childhood Medulloblastoma and Its Classes. Frontiers Neuroinformatics 15 (2021)
Dina Ahmed Ragab, Omneya Attallah
FUSI-CAD: Coronavirus (COVID-19) diagnosis based on the fusion of CNNs and handcrafted features. PeerJ Comput. Sci. 6 (2020)
Nader Nagui, Omneya Attallah, Mohamed Saad Zaghloul, Iman Morsi
Smart Real-Time Autonomous Navigation System using integration of MEMS-based Low-Cost IMU/GPS. UEMCON (2020)
Jaidaa Abougharbia, Omneya Attallah, Mohamed Tamazin, A. A. A. Nasser
A Novel BCI System Based on Hybrid Features for Classifying Motor Imagery Tasks. IPTA (2019)
Omneya Attallah
Multi-tasks Biometric System for Personal Identification. CSE/EUC (2019)
Omneya Attallah, Heba Gadelkarim, Maha A. Sharkas
Detecting and Classifying Fetal Brain Abnormalities Using Machine Learning Techniques. ICMLA (2018)
Omneya Attallah, Alan Karthikesalingam, Peter J. E. Holt, Matthew M. Thompson, Rob Sayers, Matthew J. Bown, Eddie C. Choke, Xianghong Ma
Feature selection through validation and un-censoring of endovascular repair survival data for predicting the risk of re-intervention. BMC Medical Informatics Decis. Mak. 17 (1) (2017)
Omneya Attallah, Xianghong Ma
Handling high level of censoring for endovascular aortic repair risk prediction. GlobalSIP (2015)