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Mehmet Yigitsoy
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2020 – today
- 2024
- [i3]Kristian Schwethelm, Johannes Kaiser, Jonas Kuntzer, Mehmet Yigitsoy, Daniel Rueckert, Georgios Kaissis:
Differentially Private Active Learning: Balancing Effective Data Selection and Privacy. CoRR abs/2410.00542 (2024) - 2023
- [c20]Christiane Posselt, Edith Gramotke, Abhijeet Parida, Mehmet Yigitsoy, Stefanie Remmele:
Novel concept for systematic testing of AI models for MRI acquisition shifts with simulated data. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2023 - [i2]Christiane Posselt, Mehmet Yigit Avci, Mehmet Yigitsoy, Patrick Schünke, Christoph Kolbitsch, Tobias Schäffter, Stefanie Remmele:
Simulation of acquisition shifts in T2 Flair MR images to stress test AI segmentation networks. CoRR abs/2311.01894 (2023) - 2020
- [j3]Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami:
Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations. IET Image Process. 14(17): 4571-4578 (2020) - [c19]Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll:
Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments. ICPR Workshops (1) 2020: 444-460
2010 – 2019
- 2019
- [c18]Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami:
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. MICCAI (1) 2019: 174-182 - [i1]Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll:
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments. CoRR abs/1912.04618 (2019) - 2017
- [c17]Mehmet Yigitsoy, Günter Schmidt:
Hierarchical patch-based co-registration of differently stained histopathology slides. Medical Imaging: Digital Pathology 2017: 1014009 - 2015
- [b1]Mehmet Yigitsoy:
Local and Global Consistency Measures in Intensity-based Medical Image Registration. Technical University Munich, 2015 - [c16]Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab:
Real Time Medical Instrument Detection and Tracking in Microsurgery. Bildverarbeitung für die Medizin 2015: 185-190 - [c15]Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab:
Random ferns for multiple target tracking in microscopic retina image sequences. ISBI 2015: 209-212 - [c14]Sailesh Conjeti, Mehmet Yigitsoy, Tingying Peng, Debdoot Sheet, Jyotirmoy Chatterjee, Christine Bayer, Nassir Navab, Amin Katouzian:
Deformable registration of immunofluorescence and histology using iterative cross-modal propagation. ISBI 2015: 310-313 - [c13]Sailesh Conjeti, Mehmet Yigitsoy, Debdoot Sheet, Jyotirmoy Chatterjee, Nassir Navab, Amin Katouzian:
Mutually coherent structural representation for image registration through joint manifold embedding and alignment. ISBI 2015: 601-604 - [c12]Mehmet Yigitsoy, Amin Katouzian, Nassir Navab:
Structure propagation for deformable image stitching. ISBI 2015: 1081-1084 - [c11]Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab:
Surgical tool detection and tracking in retinal microsurgery. Medical Imaging: Image-Guided Procedures 2015: 941511 - 2014
- [c10]Markus Müller, Mehmet Yigitsoy, Hauke Heibel, Nassir Navab:
Deformable Reconstruction of Histology Sections Using Structural Probability Maps. MICCAI (1) 2014: 122-129 - [c9]Mehmet Yigitsoy, Javad Fotouhi, Nassir Navab:
Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration. MICCAI (1) 2014: 275-282 - [c8]Tingying Peng, Mehmet Yigitsoy, Abouzar Eslami, Christine Bayer, Nassir Navab:
Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology. WBIR 2014: 144-153 - 2013
- [j2]Mehmet Yigitsoy, Nassir Navab:
Structure Propagation for Image Registration. IEEE Trans. Medical Imaging 32(9): 1657-1670 (2013) - 2012
- [j1]Christian Wachinger, Mehmet Yigitsoy, Erik-Jan Rijkhorst, Nassir Navab:
Manifold learning for image-based breathing gating in ultrasound and MRI. Medical Image Anal. 16(4): 806-818 (2012) - [c7]Mehmet Yigitsoy, Maximilian F. Reiser, Nassir Navab, Sonja Kirchhoff:
Dynamic graph cuts for colon segmentation in functional cine-MRI. ISBI 2012: 1268-1271 - [c6]Abouzar Eslami, Azad Teimori, Mehmet Yigitsoy, Nassir Navab:
A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images. ISBI 2012: 1679-1682 - [c5]Mehmet Yigitsoy, Sonja Kirchhoff, Maximilian F. Reiser, Nassir Navab:
Out-of-Plane Motion Compensation in Cine-MRI. Abdominal Imaging 2012: 107-115 - 2011
- [c4]Abouzar Eslami, Mehmet Yigitsoy, Nassir Navab:
Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI. EMBC 2011: 2658-2662 - [c3]Mehmet Yigitsoy, Christian Wachinger, Nassir Navab:
Temporal Groupwise Registration for Motion Modeling. IPMI 2011: 648-659 - [c2]Mehmet Yigitsoy, Christian Wachinger, Nassir Navab:
Manifold learning for image-based breathing gating in MRI. Medical Imaging: Image Processing 2011: 796210 - 2010
- [c1]Christian Wachinger, Mehmet Yigitsoy, Nassir Navab:
Manifold Learning for Image-Based Breathing Gating with Application to 4D Ultrasound. MICCAI (2) 2010: 26-33
Coauthor Index
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