Dr. Emine Doganay Profile

Dr. Emine Doganay

at Univ of Pittsburgh

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Publications (3)

Proceedings Article | 15 February 2021 Presentation + Paper

Medical knowledge-guided deep curriculum learning for elbow fracture diagnosis from x-ray images

Jun Luo, Gene Kitamura, Emine Doganay, Dooman Arefan, Shandong Wu

Proceedings Volume 11597, 1159712 (2021) https://doi.org/10.1117/12.2582184

KEYWORDS: X-rays, X-ray imaging, Medical imaging, Image classification, Data modeling, Bone, Diagnostics, Binary data

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Proceedings Article | 16 March 2020 Presentation + Paper

Performance comparison of different loss functions for digital breast tomosynthesis classification using 3D deep learning model

Emine Doganay, Yahong Luo, Long Gao, Puchen Li, Wendie Berg, Shandong Wu

Proceedings Volume 11314, 113141A (2020) https://doi.org/10.1117/12.2551373

KEYWORDS: Digital breast tomosynthesis, 3D modeling, Tumor growth modeling, Performance modeling, Breast cancer, Data modeling, Breast, Algorithm development, Binary data, 3D image processing

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Proceedings Article | 2 March 2020 Presentation + Paper

Breast cancer classification from digital breast tomosynthesis using 3D multi-subvolume approach

Emine Doganay, Puchen Li, Yahong Luo, Ruimei Chai, Yuan Guo, Shandong Wu

Proceedings Volume 11318, 113180D (2020) https://doi.org/10.1117/12.2551376

KEYWORDS: Digital breast tomosynthesis, 3D modeling, Tumor growth modeling, Breast cancer, Data modeling, 3D image processing, Artificial intelligence, Radiology, Tumors, Performance modeling

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