Dr. Mehmet Yigitsoy Profile

Dr. Mehmet Yigitsoy

SPIE Involvement:

Author

Area of Expertise:

medical image analysis , image processing , digital pathology , computer vision , machine learning

Publications (5)

SPIE Journal Paper | 24 April 2024 Open Access

Simulation of acquisition shifts in T2 weighted fluid-attenuated inversion recovery magnetic resonance images to stress test artificial intelligence segmentation networks

Christiane Posselt, Mehmet Yigit Avci, Mehmet Yigitsoy, Patrick Schuenke, Christoph Kolbitsch, Tobias Schaeffter, Stefanie Remmele

JMI, Vol. 11, Issue 02, 024013, (April 2024) https://doi.org/10.1117/12.10.1117/1.JMI.11.2.024013

KEYWORDS: Magnetic resonance imaging, Image segmentation, Data modeling, Tissues, Photovoltaics, Education and training, Artificial intelligence, Multiple sclerosis, Performance modeling, Data acquisition

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Proceedings Article | 3 April 2023 Poster + Paper

Novel concept for systematic testing of AI models for MRI acquisition shifts with simulated data

Christiane Posselt, Edith Gramotke, Abhijeet Parida, Mehmet Yiğitsoy, Stefanie Remmele

Proceedings Volume 12467, 124671B (2023) https://doi.org/10.1117/12.2653883

KEYWORDS: Software validation, Data modeling, Magnetic resonance imaging, Performance modeling, Multiple sclerosis, Image segmentation, Artificial intelligence, Medical imaging

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Proceedings Article | 1 March 2017 Paper

Hierarchical patch-based co-registration of differently stained histopathology slides

Mehmet Yigitsoy, Günter Schmidt

Proceedings Volume 10140, 1014009 (2017) https://doi.org/10.1117/12.2254266

KEYWORDS: Tissues, Image registration, Pathology, Image fusion, Microscopy, Multiplexing, Information fusion, Image analysis, Image segmentation, Image processing, Visualization, Image resolution

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Proceedings Article | 18 March 2015 Paper

Surgical tool detection and tracking in retinal microsurgery

Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab

Proceedings Volume 9415, 941511 (2015) https://doi.org/10.1117/12.2082335

KEYWORDS: Surgery, Image segmentation, Microsurgery, RGB color model, Hough transforms, Edge detection, Optical tracking, Robotics, Medical imaging, Head

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Proceedings Article | 11 March 2011 Paper

Manifold learning for image-based breathing gating in MRI

Mehmet Yigitsoy, Christian Wachinger, Nassir Navab

Proceedings Volume 7962, 796210 (2011) https://doi.org/10.1117/12.878027

KEYWORDS: Magnetic resonance imaging, Liver, Data acquisition, Signal detection, Image registration, Radiotherapy, Image restoration, 3D image processing, Ultrasonography, Radon

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