Mehmet Yigitsoy

32 papers B 1Journal 9Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DIST-CLIP: Arbitrary Metadata and Image Guided MRI Harmonization via Disentangled Anatomy-Contrast Representations. CoRR Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Jorge Cardoso
2025	—	`conf`	Differentially Private Active Learning: Balancing Effective Data Selection and Privacy. SaTML Kristian Schwethelm, Johannes Kaiser, Jonas Kuntzer, Mehmet Yigitsoy, Daniel Rückert, Georgios Kaissis
2025	—	`conf`	MR-CLIP: Efficient Metadata-Guided Learning of MRI Contrast Representations. MLMI@MICCAI Mehmet Yigit Avci, Pedro Borges, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Manual Jorge Cardoso
2025	J	`jnl`	MR-CLIP: Efficient Metadata-Guided Learning of MRI Contrast Representations. CoRR Mehmet Yigit Avci, Pedro Borges, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Manuel Jorge Cardoso
2025	J	`jnl`	Metadata-Aligned 3D MRI Representations for Contrast Understanding and Quality Control. CoRR Mehmet Yigit Avci, Pedro Borges, Virginia Fernandez, Paul Wright, Mehmet Yigitsoy, Sébastien Ourselin, Jorge Cardoso
2024	J	`jnl`	Differentially Private Active Learning: Balancing Effective Data Selection and Privacy. CoRR Kristian Schwethelm, Johannes Kaiser, Jonas Kuntzer, Mehmet Yigitsoy, Daniel Rueckert, Georgios Kaissis
2023	—	`conf`	Novel concept for systematic testing of AI models for MRI acquisition shifts with simulated data. Image Perception, Observer Performance, and Technology Assessment Christiane Posselt, Edith Gramotke, Abhijeet Parida, Mehmet Yigitsoy, Stefanie Remmele
2023	J	`jnl`	Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks. CoRR Christiane Posselt, Mehmet Yigit Avci, Mehmet Yigitsoy, Patrick Schünke, Christoph Kolbitsch, Tobias Schäffter, Stefanie Remmele
2020	—	`conf`	Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments. ICPR Workshops (1) Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll
2020	J	`jnl`	Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations. IET Image Process. Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami
2019	J	`jnl`	Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments. CoRR Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll
2019	—	`conf`	Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. MICCAI (1) Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami
2017	—	`conf`	Hierarchical patch-based co-registration of differently stained histopathology slides. Digital Pathology Mehmet Yigitsoy, Günter Schmidt
2015	—	`conf`	Deformable registration of immunofluorescence and histology using iterative cross-modal propagation. ISBI Sailesh Conjeti, Mehmet Yigitsoy, Tingying Peng, Debdoot Sheet, Jyotirmoy Chatterjee, Christine Bayer, Nassir Navab, Amin Katouzian
2015	—	`—`	Local and Global Consistency Measures in Intensity-based Medical Image Registration. Mehmet Yigitsoy
2015	—	`conf`	Mutually coherent structural representation for image registration through joint manifold embedding and alignment. ISBI Sailesh Conjeti, Mehmet Yigitsoy, Debdoot Sheet, Jyotirmoy Chatterjee, Nassir Navab, Amin Katouzian
2015	—	`conf`	Random ferns for multiple target tracking in microscopic retina image sequences. ISBI Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab
2015	—	`conf`	Real Time Medical Instrument Detection and Tracking in Microsurgery. Bildverarbeitung für die Medizin Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab
2015	—	`conf`	Structure propagation for deformable image stitching. ISBI Mehmet Yigitsoy, Amin Katouzian, Nassir Navab
2015	—	`conf`	Surgical tool detection and tracking in retinal microsurgery. Image-Guided Procedures Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab
2014	—	`conf`	Deformable Reconstruction of Histology Sections Using Structural Probability Maps. MICCAI (1) Markus Müller, Mehmet Yigitsoy, Hauke Heibel, Nassir Navab
2014	—	`conf`	Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology. WBIR Tingying Peng, Mehmet Yigitsoy, Abouzar Eslami, Christine Bayer, Nassir Navab
2014	—	`conf`	Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration. MICCAI (1) Mehmet Yigitsoy, Javad Fotouhi, Nassir Navab
2013	J	`jnl`	Structure Propagation for Image Registration. IEEE Trans. Medical Imaging Mehmet Yigitsoy, Nassir Navab
2012	—	`conf`	A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images. ISBI Abouzar Eslami, Azad Teimori, Mehmet Yigitsoy, Nassir Navab
2012	—	`conf`	Dynamic graph cuts for colon segmentation in functional cine-MRI. ISBI Mehmet Yigitsoy, Maximilian F. Reiser, Nassir Navab, Sonja Kirchhoff
2012	J	`jnl`	Manifold learning for image-based breathing gating in ultrasound and MRI. Medical Image Anal. Christian Wachinger, Mehmet Yigitsoy, Erik-Jan Rijkhorst, Nassir Navab
2012	—	`conf`	Out-of-Plane Motion Compensation in Cine-MRI. Abdominal Imaging Mehmet Yigitsoy, Sonja Kirchhoff, Maximilian F. Reiser, Nassir Navab
2011	B	`conf`	Manifold learning for image-based breathing gating in MRI. Image Processing Mehmet Yigitsoy, Christian Wachinger, Nassir Navab
2011	—	`conf`	Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI. EMBC Abouzar Eslami, Mehmet Yigitsoy, Nassir Navab
2011	—	`conf`	Temporal Groupwise Registration for Motion Modeling. IPMI Mehmet Yigitsoy, Christian Wachinger, Nassir Navab
2010	—	`conf`	Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound. MICCAI (2) Christian Wachinger, Mehmet Yigitsoy, Nassir Navab