Mr. Daniel Borders Profile

Daniel Borders

at Johns Hopkins Univ

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Publications (3)

Proceedings Article | 18 March 2019 Presentation + Paper

Adversarial U-net with spectral normalization for histopathology image segmentation using synthetic data

Faisal Mahmood, Richard Chen, Daniel Borders, Gregory McKay, Kevan Salimian, Alexander Baras, Nicholas Durr

Proceedings Volume 10956, 109560N (2019) https://doi.org/10.1117/12.2512918

KEYWORDS: Image segmentation, Gallium nitride, Pathology, Binary data, Associative arrays, Tissues, Medicine, Cancer, Medical imaging, Breast

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Proceedings Article | 15 March 2019 Presentation + Paper

Polyp segmentation and classification using predicted depth from monocular endoscopy

Faisal Mahmood, Ziyun Yang, Richard Chen, Daniel Borders, Wenhao Xu, Nicholas Durr

Proceedings Volume 10950, 1095011 (2019) https://doi.org/10.1117/12.2513117

KEYWORDS: Endoscopy, Colorectal cancer, Image segmentation, RGB color model, Cancer, Cameras, Biological research, Fusion energy, Biomedical engineering, Biomedical optics

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Proceedings Article | 4 March 2019 Presentation

Robust photometric stereo endoscopy via deep learning trained on synthetic data (Conference Presentation)

Faisal Mahmood, Daniel Borders, Richard Chen, Jordan Sweer, Steven Tilley, Norman Nishioka, J. Webster Stayman, Nicholas Durr

Proceedings Volume 10871, 108710N (2019) https://doi.org/10.1117/12.2509878

KEYWORDS: Endoscopy, Colorectal cancer, Endoscopes, Data modeling, 3D modeling, Colon, Light sources, Error analysis, Cancer, Cameras

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