Hülya Doğan

A Two-Phase Approach using Mask R-CNN and 3D U-Net for High-Accuracy Automatic Segmentation of Pancreas in CT Imaging

Ramazan Özgür Doğan, Hülya Doğan, Coşkun Bayrak et al. · Computer Methods and Programs in Biomedicine · 2021 · 61 citations · Full text

Effect of different fractions of zein on the mechanical and phase properties of zein films at nano-scale

Chithra P. Panchapakesan, Nesli Sözer, Hülya Doğan et al. · Journal of Cereal Science · 2011 · 48 citations

Materials Science, Zein Films, Phase Properties +13

Transfer learning with pre-trained deep convolutional neural networks for serous cell classification

Elif Baykal, Hülya Doğan, Mustafa Emre Erçin et al. · Multimedia Tools and Applications · 2019 · 42 citations

Image Classification, Convolutional Neural Network, Image Analysis +9

An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation

Elif Baykal Kablan, Hülya Doğan, Mustafa Emre Erçin et al. · Computers & Electrical Engineering · 2019 · 31 citations

Cell Detection, Image Analysis, Machine Learning +13

Microscopic image segmentation based on firefly algorithm for detection of tuberculosis bacteria

Selen Ayas, Hülya Doğan · 2015 · 18 citations

Microscopic Image Segmentation, Image Analysis, Engineering +8