PhD Candidate
E-mail: ecem.lago@radboudumc.nl
Phone: +31 24 3655793
LinkedIn
Ecem Lago completed a Bachelor’s degree in Computer Science at Hacettepe University . On March 2017, she received her Master’s degree in Computer Science at the University of Freiburg with specialization in machine learning. She joined the Diagnostic Image Analysis Group as a PhD candidate on October 2017. Her research is focused on deep learning algorithms for Chest X-Rays, under the supervision of Bram van Ginneken and Clarisa Sánchez.
2020
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Ecem Sogancioglu,Keelin Murphy,Erdi Calli, Ernst Scholten, Steven Schalekamp, Bram van Ginneken Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification Journal Article IEEE Access, 8 , pp. 94631 - 94642, 2020, ISSN: 2169-3536. Links | BibTeX @article{soga19,
title = {Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification},
author = {Ecem Sogancioglu,Keelin Murphy,Erdi Calli, Ernst Scholten, Steven Schalekamp, Bram van Ginneken},
url = {https://ieeexplore.ieee.org/document/9096290},
doi = {10.1109/ACCESS.2020.2995567},
issn = {2169-3536},
year = {2020},
date = {2020-05-27},
journal = {IEEE Access},
volume = {8},
pages = {94631 - 94642},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
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2019
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E. Calli, E. Sogancioglu, E.T. Scholten, K. Murphy; B. van Ginneken. Handling label noise through model confidence and uncertainty: application to chest radiograph classification Inproceedings Medical Imaging of Proceedings of the SPIE, 2019. BibTeX @inproceedings{call19,
title = {Handling label noise through model confidence and uncertainty: application to chest radiograph classification},
author = {E. Calli, E. Sogancioglu, E.T. Scholten, K. Murphy and B. van Ginneken.},
year = {2019},
date = {2019-02-14},
publisher = {Medical Imaging of Proceedings of the SPIE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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2018
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E. Sogancioglu, S. Hu, D. Belli; B. van Ginneken. Chest X-ray Inpainting with Deep Generative Models Conference arXiv:1809.01471, 2018. BibTeX @conference{soga18,
title = {Chest X-ray Inpainting with Deep Generative Models},
author = {E. Sogancioglu, S. Hu, D. Belli and B. van Ginneken. },
year = {2018},
date = {2018-08-29},
publisher = {arXiv:1809.01471},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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