Mehmet Yigitsoy

According to our database, Mehmet Yigitsoy authored at least 26 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Differentially Private Active Learning: Balancing Effective Data Selection and Privacy.

Kristian Schwethelm, Johannes Kaiser, Jonas Kuntzer, Mehmet Yigitsoy, Daniel Rueckert, Georgios Kaissis

CoRR, 2024

2023

Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks.

Christiane Posselt, Mehmet Yigit Avci, Mehmet Yigitsoy, Patrick Schünke, Christoph Kolbitsch, Tobias Schäffter, Stefanie Remmele

CoRR, 2023

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

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

Proceedings of the Medical Imaging 2023: Image Perception, 2023

2020

Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations.

Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami

IET Image Process., 2020

Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments.

Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss.

Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2017

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

Mehmet Yigitsoy, Günter Schmidt

Proceedings of the Medical Imaging 2017: Digital Pathology, 2017

2015

Local and Global Consistency Measures in Intensity-based Medical Image Registration.

Mehmet Yigitsoy

PhD thesis, 2015

Surgical tool detection and tracking in retinal microsurgery.

Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab

Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Structure propagation for deformable image stitching.

Mehmet Yigitsoy, Amin Katouzian, Nassir Navab

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Random ferns for multiple target tracking in microscopic retina image sequences.

Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Mutually coherent structural representation for image registration through joint manifold embedding and alignment.

Sailesh Conjeti, Mehmet Yigitsoy, Debdoot Sheet, Jyotirmoy Chatterjee, Nassir Navab, Amin Katouzian

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Deformable registration of immunofluorescence and histology using iterative cross-modal propagation.

Sailesh Conjeti, Mehmet Yigitsoy, Tingying Peng, Debdoot Sheet, Jyotirmoy Chatterjee, Christine Bayer, Nassir Navab, Amin Katouzian

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Real Time Medical Instrument Detection and Tracking in Microsurgery.

Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014

Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology.

Tingying Peng, Mehmet Yigitsoy, Abouzar Eslami, Christine Bayer, Nassir Navab

Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration.

Mehmet Yigitsoy, Javad Fotouhi, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Deformable Reconstruction of Histology Sections Using Structural Probability Maps.

Markus Müller, Mehmet Yigitsoy, Hauke Heibel, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

2013

Structure Propagation for Image Registration.

Mehmet Yigitsoy, Nassir Navab

IEEE Trans. Medical Imaging, September, 2013

2012

Manifold learning for image-based breathing gating in ultrasound and MRI.

Christian Wachinger, Mehmet Yigitsoy, Erik-Jan Rijkhorst, Nassir Navab

Medical Image Anal., 2012

Out-of-Plane Motion Compensation in Cine-MRI.

Mehmet Yigitsoy, Sonja Kirchhoff, Maximilian F. Reiser, Nassir Navab

Proceedings of the Abdominal Imaging. Computational and Clinical Applications, 2012

Dynamic graph cuts for colon segmentation in functional cine-MRI.

Mehmet Yigitsoy, Maximilian F. Reiser, Nassir Navab, Sonja Kirchhoff

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images.

Abouzar Eslami, Azad Teimori, Mehmet Yigitsoy, Nassir Navab

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Manifold learning for image-based breathing gating in MRI.

Mehmet Yigitsoy, Christian Wachinger, Nassir Navab

Proceedings of the Medical Imaging 2011: Image Processing, 2011

Temporal Groupwise Registration for Motion Modeling.

Mehmet Yigitsoy, Christian Wachinger, Nassir Navab

Proceedings of the Information Processing in Medical Imaging, 2011

Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI.

Abouzar Eslami, Mehmet Yigitsoy, Nassir Navab

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound.

Christian Wachinger, Mehmet Yigitsoy, Nassir Navab

Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010