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Author

Tamara A. Anai

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Open access Sep 2026

Optimized Deep Learning for Feature Extraction and Detection of Oral Cancer from Histopathological Images

This study aims to develop an efficient, powerful deep learning model that accurately classifies oral cancer from high-resolution histopathology images, especially in cases with high intra-class variability and extreme class imbalance. We propose a novel Ensemble Deep Learning framework combined with two streams: CNN1(...

Tamara A. Anai, M. A. Anaee, Samah Mohamed · 0 citations
Open access Aug 2026

Developing an Advanced Deep Learning SSD Algorithm Using Computer Vision Approaches to Enhance Vehicle Detection

The development of Computer vision and Deep learning frameworks plays a crucial role in Autonomous driving and real-time intelligent traffic surveillance. The Single Shot Detector (SSD) architecture is well known for its ability to perform inference quickly, and generically configured anchors are problematic because of...

Tamara A. Anai · 0 citations

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