Manal Mohsen Tantawi

About Manal Mohsen Tantawi

Manal Mohsen Tantawi, With an exceptional h-index of 13 and a recent h-index of 9 (since 2020), a distinguished researcher at Ain Shams University, specializes in the field of Biomedical Signal Processing, Medical image processing, Pattern Recognition, Artificial Neural Network, Biometrics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Early Diagnosis of Parkinson’s Disease Using Hand Drawings Images

Development of electrooculogram based human computer interface system using deep learning

Developing a Method for Classifying Electro-Oculography (EOG) Signals Using Deep Learning

A Hybrid Two-Stage GNG–Modified VGG Method for Bone X-rays Classification and Abnormality Detection

Classifying electroencephalogram (EEG) signals using BAT-SVM classifier for detecting epilepsy

A hybrid two-stage CNN-SVM model for bone X-Rays classification and abnormality detection

Deep convolutional neural networks for ECG heartbeat classification using two-stage hierarchical method

Bone X-Rays Classification and Abnormality Detection using Xception Network

Manal Mohsen Tantawi Information

University

Position

Lecturer at Faculty of Computer and Information Sciences

Citations(all)

692

Citations(since 2020)

551

Cited By

293

hIndex(all)

13

hIndex(since 2020)

9

i10Index(all)

14

i10Index(since 2020)

8

Email

University Profile Page

Google Scholar

Manal Mohsen Tantawi Skills & Research Interests

Biomedical Signal Processing

Medical image processing

Pattern Recognition

Artificial Neural Network

Biometrics

Top articles of Manal Mohsen Tantawi

Title

Journal

Author(s)

Publication Date

Early Diagnosis of Parkinson’s Disease Using Hand Drawings Images

Manar Sultan

Ghada Hamed

Manal Tantawi

Mohamed F Tolba

2023

Development of electrooculogram based human computer interface system using deep learning

Bulletin of Electrical Engineering and Informatics

Radwa Reda Hossieny

Manal Tantawi

Howida Shedeed

Mohamed F Tolba

2023/8/1

Developing a Method for Classifying Electro-Oculography (EOG) Signals Using Deep Learning

International Journal of Intelligent Computing and Information Sciences

Radwa Hossieny

Manal Tantawi

Mohamed Fahmy Tolba

2022/8/1

A Hybrid Two-Stage GNG–Modified VGG Method for Bone X-rays Classification and Abnormality Detection

IEEE Access

Hadeer El-Saadawy

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2021/5/19

Classifying electroencephalogram (EEG) signals using BAT-SVM classifier for detecting epilepsy

International Journal of Service Science, Management, Engineering, and Technology (IJSSMET)

Manal Tantawi

Aya Naser

Howida Abd-Alfatah Shedeed

Mohammed Fahmy Tolba

2021/5/1

A hybrid two-stage CNN-SVM model for bone X-Rays classification and abnormality detection

International Journal of Sociotechnology and Knowledge Development (IJSKD)

Hadeer El-Saadawy

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2021/10/1

Deep convolutional neural networks for ECG heartbeat classification using two-stage hierarchical method

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2021

Bone X-Rays Classification and Abnormality Detection using Xception Network

International Journal of Intelligent Computing and Information Sciences

Hadeer El-Saadawy

Manal Tantawi

Mohamed Tolba

2021/7/31

One-Stage vs Two-stage deep learning method for bone abnormality detection

Hadeer El-Saadawy

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2021/5/29

Deep Learning Method for Bone Abnormality Detection Using Multi-View X-rays

Hadeer El-Saadawy

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2021/5/29

Detecting epileptic seizures using abe entropy, line length and SVM classifier

Aya Naser

Manal Tantawi

Howida Shedeed

Mohamed F Tolba

2020

Combination of convolutional and recurrent neural networks for heartbeat classification

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020

Analyzing electrooculography (eog) for eye movement detection

Radwa Reda

Manal Tantawi

Howida shedeed

Mohamed F Tolba

2020

Eye movements recognition using electrooculography signals

Radwa Reda

Manal Tantawi

Howida Shedeed

Mohamed F Tolba

2020

Automated EEG-based epilepsy detection using BA_SVM classifiers

International Journal of Medical Engineering and Informatics

Aya Naser

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020

A two-stage method for bone X-rays abnormality detection using mobileNet network

Hadeer El-Saadawy

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020

A comparative analysis of different feature extraction techniques for motor imagery based BCI system

Sahar Selim

Manal Tantawi

Howida Shedeed

Amr Badr

2020/3/24

Heartbeat classification using 1D convolutional neural networks

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020

Generalization of convolutional neural networks for ECG classification using generative adversarial networks

IEEE Access

Abdelrahman M Shaker

Manal Tantawi

Howida A Shedeed

Mohamed F Tolba

2020/2/17

See List of Professors in Manal Mohsen Tantawi University(Ain Shams University)