Said Boumaraf

A new transfer learning based approach to magnification dependent and independent classification of breast cancer in histopathological images

Said Boumaraf, Xiabi Liu, Zhongshu Zheng et al. · Biomedical Signal Processing and Control · 2020 · 168 citations

Engineering, Machine Learning, New Transfer Learning +17

Conventional Machine Learning versus Deep Learning for Magnification Dependent Histopathological Breast Cancer Image Classification: A Comparative Study with Visual Explanation

Said Boumaraf, Xiabi Liu, Yuchai Wan et al. · Diagnostics · 2021 · 81 citations · Full text

A Multi-Scale and Multi-Level Fusion Approach for Deep Learning-Based Liver Lesion Diagnosis in Magnetic Resonance Images with Visual Explanation

Yuchai Wan, Zhongshu Zheng, Ran Liu et al. · Life · 2021 · 11 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

AI-Enhanced Gas Flares Remote Sensing and Visual Inspection: Trends and Challenges

Muaz Al Radi, Pengfei Li, Said Boumaraf et al. · IEEE Access · 2024 · 11 citations · Full text

A New Three-stage Curriculum Learning Approach for Deep Network Based Liver Tumor Segmentation

Huiyu Li, Xiabi Liu, Said Boumaraf et al. · 2020 · 10 citations