Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound. - Christian Wachinger; Mehmet Yigitsoy; Nassir Navab (MICCAI (2), 2010)

Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI. - Abouzar Eslami; Mehmet Yigitsoy; Nassir Navab (EMBC, 2011)

Temporal Groupwise Registration for Motion Modeling. - Mehmet Yigitsoy; Christian Wachinger; Nassir Navab (IPMI, 2011)

Manifold learning for image-based breathing gating in MRI. - Mehmet Yigitsoy; Christian Wachinger; Nassir Navab (Image Processing, 2011)

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 (ISBI, 2012)

Dynamic graph cuts for colon segmentation in functional cine-MRI. - Mehmet Yigitsoy; Maximilian F. Reiser; Nassir Navab; Sonja Kirchhoff (ISBI, 2012)

Out-of-Plane Motion Compensation in Cine-MRI. - Mehmet Yigitsoy; Sonja Kirchhoff; Maximilian F. Reiser; Nassir Navab (Abdominal Imaging, 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)

Structure Propagation for Image Registration. - Mehmet Yigitsoy; Nassir Navab (IEEE Trans. Medical Imaging, 2013)

Deformable Reconstruction of Histology Sections Using Structural Probability Maps. - Markus Müller; Mehmet Yigitsoy; Hauke Heibel; Nassir Navab (MICCAI (1), 2014)

Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration. - Mehmet Yigitsoy; Javad Fotouhi; Nassir Navab (MICCAI (1), 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 (WBIR, 2014)

Real Time Medical Instrument Detection and Tracking in Microsurgery. - Mohamed Alsheakhali; Mehmet Yigitsoy; Abouzar Eslami; Nassir Navab (Bildverarbeitung für die Medizin, 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 (ISBI, 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 (ISBI, 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 (ISBI, 2015)

Structure propagation for deformable image stitching. - Mehmet Yigitsoy; Amin Katouzian; Nassir Navab (ISBI, 2015)

Surgical tool detection and tracking in retinal microsurgery. - Mohamed Alsheakhali; Mehmet Yigitsoy; Abouzar Eslami; Nassir Navab (Image-Guided Procedures, 2015)

Local and Global Consistency Measures in Intensity-based Medical Image Registration. - Mehmet Yigitsoy (2015)

Hierarchical patch-based co-registration of differently stained histopathology slides. - Mehmet Yigitsoy; Günter Schmidt (Digital Pathology, 2017)

Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. - Mhd Hasan Sarhan; Shadi Albarqouni; Mehmet Yigitsoy; Nassir Navab; Abouzar Eslami (MICCAI (1), 2019)

Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments. - Mert Kayhan; Okan Köpüklü; Mhd Hasan Sarhan; Mehmet Yigitsoy; Abouzar Eslami; Gerhard Rigoll (ICPR Workshops (1), 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)

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 (Image Perception, Observer Performance, and Technology Assessment, 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)

Differentially Private Active Learning: Balancing Effective Data Selection and Privacy. - Kristian Schwethelm; Johannes Kaiser; Jonas Kuntzer; Mehmet Yigitsoy; Daniel Rückert; Georgios Kaissis (SaTML, 2025)

MR-CLIP: Efficient Metadata-Guided Learning of MRI Contrast Representations. - Mehmet Yigit Avci; Pedro Borges; Paul Wright 001; Mehmet Yigitsoy; Sébastien Ourselin; Manuel Jorge Cardoso (CoRR, 2025)