Şengül Doğan

Automated BI-RADS classification of lesions using pyramid triple deep feature generator technique on breast ultrasound images

2022 · Medical Engineering & Physics

Ultrasound (US) is an important imaging modality used to assess breast lesions for malignant features. In the past decade, many machine learning models have been developed for automated discrimination of breast cancer versus normal on …

TNeXt: A convolutional neural network for remote harbor classification

2025 · Ain Shams Engineering Journal

Harbor recognition from aerial images faces two main challenges: deep models are often too large for real-time use on drones, and there is no large, diverse harbor dataset to train them. This work overcomes these …