Kamel K. Mohammed

Novel prediction model on OSCC histopathological images via deep transfer learning combined with Grad-CAM interpretation

Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien · Biomedical Signal Processing and Control · 2023 · 42 citations

Novel Prediction Model, Image Analysis, Grad-cam Interpretation +15

An improved framework for polyp image segmentation based on <scp>SegNet</scp> architecture

Heba M. Afify, Kamel K. Mohammed, Aboul Ella Hassanien · International Journal of Imaging Systems and Technology · 2021 · 31 citations

Convolutional Neural Network, Medical Image Segmentation, Engineering +22

Optimized and Efficient Image-Based IoT Malware Detection Method

Amir El-Ghamry, Tarek Gaber, Kamel K. Mohammed et al. · Electronics · 2023 · 30 citations · Full text

Search Optimization, Engineering, Machine Learning +17

Radio frequency fingerprint-based drone identification and classification using Mel spectrograms and pre-trained YAMNet neural

Kamel K. Mohammed, Eman I. Abd El-Latif, Noha Emad El-Sayad et al. · Internet of Things · 2023 · 26 citations · Full text

Refinement of ensemble strategy for acute lymphoblastic leukemia microscopic images using hybrid CNN-GRU-BiLSTM and MSVM classifier

Kamel K. Mohammed, Aboul Ella Hassanien, Heba M. Afify · Neural Computing and Applications · 2023 · 24 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22