A new method for colourizing of multichannel MR images based on real colour of human brain. - Mohammad Hossein Kadbi; Emadoddin Fatemizaheh; Abouzar Eslami; Maryam Khosroshahi (EUSIPCO, 2007)

Joint edge detection and motion estimation of cardiac MR image sequence by a phase field method. - Abouzar Eslami; Mehran Jahed; Tobias Preusser (Comput. Biol. Medicine, 2010)

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

Supervised classification for customized intraoperative augmented reality visualization. - Olivier Pauly; Amin Katouzian; Abouzar Eslami; Pascal Fallavollita; Nassir Navab (ISMAR, 2012)

IVUS-Histology Image Registration. - Amin Katouzian; Athanasios Karamalis; Jennifer Lisauskas; Abouzar Eslami; Nassir Navab (WBIR, 2012)

Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology. - Amin Katouzian; Athanasios Karamalis; Debdoot Sheet; Elisa E. Konofagou; Babak Baseri; Stephane G. Carlier; Abouzar Eslami; Andreas König 005; Nassir Navab; Andrew F. Laine (IEEE Trans. Biomed. Eng., 2012)

DEeP random walks. - Mandana Javanshir Moghaddam; Abouzar Eslami; Nassir Navab (Image Processing, 2013)

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI. - Abouzar Eslami; Athanasios Karamalis; Amin Katouzian; Nassir Navab (Medical Image Anal., 2013)

Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. - Hortense A. Kirisli; Michiel Schaap; Coert Metz; A. S. Dharampal; W. B. Meijboom; S. L. Papadopoulou; A. Dedic; K. Nieman; Michiel A. de Graaf; M. F. L. Meijs; M. J. Cramer; Alexander Broersen; et al. (Medical Image Anal., 2013)

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)

Hunting for necrosis in the shadows of intravascular ultrasound. - Debdoot Sheet; Athanasios Karamalis; Abouzar Eslami; Peter B. Noël; Renu Virmani; Masataka Nakano; Jyotirmoy Chatterjee; Ajoy Kumar Ray; Andrew F. Laine; Stephane G. Carlier; Nassir Navab; Amin Katouzian (Comput. Medical Imaging Graph., 2014)

Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. - Debdoot Sheet; Athanasios Karamalis; Abouzar Eslami; Peter B. Noël; Jyotirmoy Chatterjee; Ajoy Kumar Ray; Andrew F. Laine; Stephane G. Carlier; Nassir Navab; Amin Katouzian (Medical Image Anal., 2014)

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

Introducing Augmented Reality to Optical Coherence Tomography in Ophthalmic Microsurgery. - Hessam Roodaki; Konstantinos Filippatos; Abouzar Eslami; Nassir Navab (ISMAR, 2015)

Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery. - Nicola Rieke; David Joseph Tan; Mohamed Alsheakhali; Federico Tombari; Chiara Amat di San Filippo; Vasileios Belagiannis; Abouzar Eslami; Nassir Navab (MICCAI (1), 2015)

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

Detection of articulated instruments in retinal microsurgery. - Mohamed Alsheakhali; Abouzar Eslami; Nassir Navab (ISBI, 2016)

Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation. - Nicola Rieke; David Joseph Tan; Federico Tombari; Josué Page Vizcaíno; Chiara Amat di San Filippo; Abouzar Eslami; Nassir Navab (MICCAI (1), 2016)

A Surgical Guidance System for Big-Bubble Deep Anterior Lamellar Keratoplasty. - Hessam Roodaki; Chiara Amat di San Filippo; Daniel Zapp; Nassir Navab; Abouzar Eslami (MICCAI (1), 2016)

CRF-Based Model for Instrument Detection and Pose Estimation in Retinal Microsurgery. - Mohamed Alsheakhali; Abouzar Eslami; Hessam Roodaki; Nassir Navab (Comput. Math. Methods Medicine, 2016)

Real-time localization of articulated surgical instruments in retinal microsurgery. - Nicola Rieke; David Joseph Tan; Chiara Amat di San Filippo; Federico Tombari; Mohamed Alsheakhali; Vasileios Belagiannis; Abouzar Eslami; Nassir Navab (Medical Image Anal., 2016)

Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation. - Nicola Rieke; David Joseph Tan; Federico Tombari; Josué Page Vizcaíno; Chiara Amat di San Filippo; Abouzar Eslami; Nassir Navab (Bildverarbeitung für die Medizin, 2017)

Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery. - Josué Page Vizcaíno; Nicola Rieke; David Joseph Tan; Federico Tombari; Abouzar Eslami; Nassir Navab (Bildverarbeitung für die Medizin, 2017)

Concurrent Segmentation and Localization for Tracking of Surgical Instruments. - Iro Laina; Nicola Rieke; Christian Rupprecht 001; Josué Page Vizcaíno; Abouzar Eslami; Federico Tombari; Nassir Navab (MICCAI (2), 2017)

Beveled needle position and pose estimation based on optical coherence tomography in ophthalmic microsurgery. - Mingchuan Zhou; Kai Huang 001; Abouzar Eslami; Hessam Roodaki; Haotian Lin 001; Chris P. Lohmann; Alois C. Knoll; M. Ali Nasseri (ROBIO, 2017)

SonifEye: Sonification of Visual Information Using Physical Modeling Sound Synthesis. - Hessam Roodaki; Navid Navab; Abouzar Eslami; Christopher B. Stapleton; Nassir Navab (IEEE Trans. Vis. Comput. Graph., 2017)

Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection. - Mingchuan Zhou; Kai Huang 001; Abouzar Eslami; Hessam Roodaki; Daniel Zapp; Mathias Maier; Chris P. Lohmann; Alois C. Knoll; M. Ali Nasseri (ICRA, 2018)

Fast 5DOF needle tracking in iOCT. - Jakob Weiss; Nicola Rieke; Mohammad Ali Nasseri; Mathias Maier; Abouzar Eslami; Nassir Navab (Int. J. Comput. Assist. Radiol. Surg., 2018)

Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images. - Mingchuan Zhou; Mahdi Hamad; Jakob Weiss; Abouzar Eslami; Kai Huang 001; Mathias Maier; Chris P. Lohmann; Nassir Navab; Alois C. Knoll; M. Ali Nasseri (IEEE Robotics Autom. Lett., 2018)

Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning. - Mingchuan Zhou; Xijia Wang; Jakob Weiss; Abouzar Eslami; Kai Huang 001; Mathias Maier; Chris P. Lohmann; Nassir Navab; Alois C. Knoll; M. Ali Nasseri (ICRA, 2019)

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

Learning Interpretable Disentangled Representations Using Adversarial VAEs. - Mhd Hasan Sarhan; Abouzar Eslami; Nassir Navab; Shadi Albarqouni (DART/MIL3ID@MICCAI, 2019)

Layer-Aware iOCT Volume Rendering for Retinal Surgery. - Jakob Weiss; Ulrich Eck; M. Ali Nasseri; Mathias Maier; Abouzar Eslami; Nassir Navab (VCBM, 2019)

6DOF Needle Pose Estimation for Robot-Assisted Vitreoretinal Surgery. - Mingchuan Zhou; Hao Xing; Abouzar Eslami; Kai Huang 001; Caixia Cai; Chris P. Lohmann; Nassir Navab; Alois C. Knoll; M. Ali Nasseri (IEEE Access, 2019)

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

Fairness by Learning Orthogonal Disentangled Representations. - Mhd Hasan Sarhan; Nassir Navab; Abouzar Eslami; Shadi Albarqouni (ECCV (29), 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 (ICPR Workshops (1), 2020)

On the Fairness of Privacy-Preserving Representations in Medical Applications. - Mhd Hasan Sarhan; Nassir Navab; Abouzar Eslami; Shadi Albarqouni (DART/DCL@MICCAI, 2020)

Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT. - Jakob Weiss; Michael Sommersperger; M. Ali Nasseri; Abouzar Eslami; Ulrich Eck; Nassir Navab (MICCAI (5), 2020)

Automatic intraoperative optical coherence tomography positioning. - Matthias Grimm; Hessam Roodaki; Abouzar Eslami; Nassir Navab (Int. J. Comput. Assist. Radiol. Surg., 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)

Towards Robotic-Assisted Subretinal Injection: A Hybrid Parallel-Serial Robot System Design and Preliminary Evaluation. - Mingchuan Zhou; Qiming Yu; Kai Huang 001; Simeon Mahov; Abouzar Eslami; Mathias Maier; Chris P. Lohmann; Nassir Navab; Daniel Zapp; Alois C. Knoll; M. Ali Nasseri (IEEE Trans. Ind. Electron., 2020)

Machine Learning Techniques for Ophthalmic Data Processing: A Review. - Mhd Hasan Sarhan; M. Ali Nasseri; Daniel Zapp; Mathias Maier; Chris P. Lohmann; Nassir Navab; Abouzar Eslami (IEEE J. Biomed. Health Informatics, 2020)

Enhancing Fairness of Visual Attribute Predictors. - Tobias Hänel; Nishant Kumar 005; Dmitrij Schlesinger; Mengze Li 002; Erdem Ünal; Abouzar Eslami; Stefan Gumhold (ACCV (6), 2022)

Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. - Nishant Kumar 005; Sinisa Segvic; Abouzar Eslami; Stefan Gumhold (CVPR, 2023)

Quantile-Based Maximum Likelihood Training for Outlier Detection. - Masoud Taghikhah; Nishant Kumar 005; Sinisa Segvic; Abouzar Eslami; Stefan Gumhold (AAAI, 2024)

Needle detection and localisation for robot-assisted subretinal injection using deep learning. - Mingchuan Zhou; Xiangyu Guo; Matthias Grimm; Elias Lochner; Zhongliang Jiang; Abouzar Eslami; Juan Ye; Nassir Navab; Alois Knoll; Mohammad Ali Nasseri (CAAI Trans. Intell. Technol., 2025)