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ORCIDNassir Navab
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- affiliation: Technical University Munich, Germany
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2020 – today
- 2023
[j283]Felix Buchert, Nassir Navab
, Seong Tae Kim:
Toward Label-Efficient Neural Network Training: Diversity-Based Sampling in Semi-Supervised Active Learning. IEEE Access 11: 5193-5205 (2023)- [j282]Michelle Xiao-Lin Foo, Seong Tae Kim, Magdalini Paschali, Leili Goli, Egon Burian, Marcus R. Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler:
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT Scans. IEEE Access 11: 77596-77607 (2023) - [j281]Alireza Alikhani, Satoshi Inagaki, Junjie Yang, Shervin Dehghani, Michael Sommersperger, Kai Huang, Mathias Maier, Nassir Navab, M. Ali Nasseri:
PKC-RCM: Preoperative Kinematic Calibration for Enhancing RCM Accuracy in Automatic Vitreoretinal Robotic Surgery. IEEE Access 11: 103616-103627 (2023) - [j280]Lennart Bastian, Tony Danjun Wang, Tobias Czempiel, Benjamin Busam, Nassir Navab:
DisguisOR: holistic face anonymization for the operating room. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1209-1215 (2023) - [j279]Heiko Maier, Heribert Schunkert, Nassir Navab:
Extending bioelectric navigation for displacement and direction detection. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1253-1260 (2023) - [j278]Christine Eilers, Rob van Kemenade, Benjamin Busam, Nassir Navab:
On the importance of patient acceptance for medical robotic imaging. Int. J. Comput. Assist. Radiol. Surg. 18(7): 1261-1267 (2023) - [j277]Christian Heiliger, Thomas Heiliger, Alessandra Deodati, Alexander Winkler, Matthias Grimm, Faisal Kalim, Javier Esteban, Lorenz Mihatsch, Lena Hiendl, Dorian Andrade, Alexander Frank, Sven Jacob, Khaled Ahmed Mohamed, Olga Solyanik, Subhamoy Mandal, Jens Werner, Ulrich Eck, Nassir Navab, Konrad Karcz:
Phantom study on surgical performance in augmented reality laparoscopy. Int. J. Comput. Assist. Radiol. Surg. 18(8): 1345-1354 (2023) - [j276]Tianyu Song, Kevin Yu, Ulrich Eck, Nassir Navab:
Augmented reality collaborative medical displays (ARC-MeDs) for multi-user surgical planning and intra-operative communication. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1042-1049 (2023) - [j275]Masahiro Oda, Kazuhiro Furukawa, Nassir Navab, Kensaku Mori:
KST-Mixer: kinematic spatio-temporal data mixer for colon shape estimation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1050-1056 (2023) - [j274]Lennart Bastian, Tobias Czempiel, Christian Heiliger, Konrad Karcz, Ulrich Eck, Benjamin Busam, Nassir Navab:
Know your sensors - a modality study for surgical action classification. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1113-1121 (2023) - [j273]Laura Schütz, Emmanuelle Weber, Wally Niu, Bruce L. Daniel, Jennifer A. McNab, Nassir Navab, Christoph Leuze:
Audiovisual augmentation for coil positioning in transcranial magnetic stimulation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1158-1165 (2023) - [j272]Fryderyk Victor Kögl, Étienne Léger, Nazim Haouchine, Erickson Torio, Parikshit Juvekar, Nassir Navab, Tina Kapur, Steve Pieper, Alexandra J. Golby, Sarah F. Frisken:
A tool-free neuronavigation method based on single-view hand tracking. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 11(4): 1307-1315 (2023) - [j271]Nassir Navab, Alejandro Martin-Gomez, Matthias Seibold, Michael Sommersperger, Tianyu Song, Alexander Winkler, Kevin Yu, Ulrich Eck:
Medical Augmented Reality: Definition, Principle Components, Domain Modeling, and Design-Development-Validation Process. J. Imaging 9(1): 4 (2023) - [j270]Yannik Kalbas, Hoijoon Jung, John Ricklin, Ge Jin, Mingjian Li, Thomas Rauer, Shervin Dehghani, Nassir Navab, Jinman Kim, Hans-Christoph Pape, Sandro-Michael Heining:
Remote Interactive Surgery Platform (RISP): Proof of Concept for an Augmented-Reality-Based Platform for Surgical Telementoring. J. Imaging 9(3): 56 (2023) - [j269]Kamilia Zaripova, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Michael M. Bronstein, Nassir Navab:
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications. Medical Image Anal. 88: 102839 (2023) - [j268]Zhongliang Jiang, Septimiu E. Salcudean, Nassir Navab:
Robotic ultrasound imaging: State-of-the-art and future perspectives. Medical Image Anal. 89: 102878 (2023) - [j267]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. Medical Image Anal. 89: 102888 (2023) - [j266]Chantal Pellegrini, Nassir Navab, Anees Kazi:
Unsupervised pre-training of graph transformers on patient population graphs. Medical Image Anal. 89: 102895 (2023) - [j265]Zhongliang Jiang, Yue Zhou, Dongliang Cao, Nassir Navab:
DefCor-Net: Physics-aware ultrasound deformation correction. Medical Image Anal. 90: 102923 (2023) - [j264]Anees Kazi, Luca Cosmo, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein:
Differentiable Graph Module (DGM) for Graph Convolutional Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 1606-1617 (2023) - [j263]Huseyin Coskun, M. Zeeshan Zia, Bugra Tekin, Federica Bogo, Nassir Navab, Federico Tombari, Harpreet S. Sawhney:
Domain-Specific Priors and Meta Learning for Few-Shot First-Person Action Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 45(6): 6659-6673 (2023) - [j262]Artem Savkin, Yida Wang, Sebastian Wirkert, Nassir Navab, Federico Tombari:
Lidar Upsampling With Sliced Wasserstein Distance. IEEE Robotics Autom. Lett. 8(1): 392-399 (2023) - [j261]Julia Kabalar, Shun-Cheng Wu, Johanna Wald, Keisuke Tateno, Nassir Navab, Federico Tombari:
Towards Long-Term Retrieval-Based Visual Localization in Indoor Environments With Changes. IEEE Robotics Autom. Lett. 8(4): 1975-1982 (2023) - [j260]Ardit Ramadani, Heiko Maier, Felix Bourier, Christian Meierhofer, Peter Ewert, Heribert Schunkert, Nassir Navab:
Feature-Based Electromagnetic Tracking Registration Using Bioelectric Sensing. IEEE Robotics Autom. Lett. 8(6): 3286-3293 (2023) - [j259]Evin Pinar Örnek, Aravindhan K. Krishnan, Shreekant Gayaka, Cheng-Hao Kuo, Arnie Sen, Nassir Navab, Federico Tombari:
SupeRGB-D: Zero-Shot Instance Segmentation in Cluttered Indoor Environments. IEEE Robotics Autom. Lett. 8(6): 3709-3716 (2023) - [j258]Zhongliang Jiang, Xuesong Li, Chenyu Zhang, Yuan Bi, Walter Stechele, Nassir Navab:
Skeleton Graph-Based Ultrasound-CT Non-Rigid Registration. IEEE Robotics Autom. Lett. 8(8): 4394-4401 (2023) - [j257]Mingchuan Zhou, Felix Hennerkes, Jingsong Liu, Zhongliang Jiang, Thomas Wendler, M. Ali Nasseri, Iulian Iordachita, Nassir Navab:
Theoretical error analysis of spotlight-based instrument localization for retinal surgery. Robotica 41(5): 1536-1549 (2023) - [c751]Ario Sadafi, Matthias Hehr, Nassir Navab, Carsten Marr:
A Study of Age and Sex Bias in Multiple Instance Learning Based Classification of Acute Myeloid Leukemia Subtypes. CLIP/FAIMI/EPIMI@MICCAI 2023: 256-265 - [c750]HyunJun Jung, Patrick Ruhkamp, Guangyao Zhai, Nikolas Brasch, Yitong Li, Yannick Verdie, Jifei Song, Yiren Zhou, Anil Armagan, Slobodan Ilic, Ales Leonardis, Nassir Navab, Benjamin Busam:
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks. CVPR 2023: 780-791 - [c749]Hanzhi Chen, Fabian Manhardt, Nassir Navab, Benjamin Busam:
TexPose: Neural Texture Learning for Self-Supervised 6D Object Pose Estimation. CVPR 2023: 4841-4852 - [c748]Shun-Cheng Wu, Keisuke Tateno, Nassir Navab, Federico Tombari:
Incremental 3D Semantic Scene Graph Prediction from RGB Sequences. CVPR 2023: 5064-5074 - [c747]Dekai Zhu, Guangyao Zhai, Yan Di, Fabian Manhardt, Hendrik Berkemeyer, Tuan Tran, Nassir Navab, Federico Tombari, Benjamin Busam:
IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction. CVPR 2023: 5507-5516 - [c746]Guangyao Zhai, Dianye Huang, Shun-Cheng Wu, HyunJun Jung, Yan Di, Fabian Manhardt, Federico Tombari, Nassir Navab, Benjamin Busam:
MonoGraspNet: 6-DoF Grasping with a Single RGB Image. ICRA 2023: 1708-1714 - [c745]Shervin Dehghani, Michael Sommersperger, Peiyao Zhang, Alejandro Martin-Gomez, Benjamin Busam, Peter Gehlbach, Nassir Navab, M. Ali Nasseri, Iulian Iordachita:
Robotic Navigation Autonomy for Subretinal Injection via Intelligent Real-Time Virtual iOCT Volume Slicing. ICRA 2023: 4724-4731 - [c744]Ario Sadafi, Oleksandra Adonkina, Ashkan Khakzar, Peter Lienemann, Rudolf Matthias Hehr, Daniel Rueckert, Nassir Navab, Carsten Marr:
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images. IPMI 2023: 170-182 - [c743]Ario Sadafi, Nassir Navab, Carsten Marr:
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-Based Multiple Instance Learning. ISBI 2023: 1-5 - [c742]Daniel Sens, Ario Sadafi, Francesco Paolo Casale, Nassir Navab, Carsten Marr:
BEL: A Bag Embedding Loss for Transformer Enhances Multiple Instance Whole Slide Image Classification. ISBI 2023: 1-5 - [c741]Yousef Yeganeh, Azade Farshad, Nassir Navab:
Anatomy-Aware Masking for Inpainting in Medical Imaging. ShapeMI@MICCAI 2023: 35-46 - [c740]Lennart Bastian, Daniel Derkacz-Bogner, Tony D. Wang, Benjamin Busam, Nassir Navab:
SegmentOR: Obtaining Efficient Operating Room Semantics Through Temporal Propagation. MICCAI (9) 2023: 57-67 - [c739]Mohammad Mozafari, Adeleh Bitarafan, Mohammad Farid Azampour, Azade Farshad, Mahdieh Soleymani Baghshah, Nassir Navab:
VISA-FSS: A Volume-Informed Self Supervised Approach for Few-Shot 3D Segmentation. MICCAI (2) 2023: 112-122 - [c738]Yuan Bi, Zhongliang Jiang, Ricarda Clarenbach, Reza Ghotbi, Angelos Karlas, Nassir Navab:
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization. MICCAI (4) 2023: 130-140 - [c737]Lennart Bastian, Vincent Bürgin, Ha Young Kim, Alexander Baumann, Benjamin Busam, Mahdi Saleh, Nassir Navab:
On the Localization of Ultrasound Image Slices Within Point Distribution Models. ShapeMI@MICCAI 2023: 133-144 - [c736]Ario Sadafi, Raheleh Salehi, Armin Gruber, Sayedali Shetab Boushehri, Pascal Giehr, Nassir Navab, Carsten Marr:
A Continual Learning Approach for Cross-Domain White Blood Cell Classification. DART@MICCAI 2023: 136-146 - [c735]Vanessa Gonzalez Duque, Leonhard Zirus, Yordanka Velikova, Nassir Navab, Diana Mateus:
Can Ultrasound Confidence Maps Predict Sonographers' Labeling Variability? ASMUS@MICCAI 2023: 175-184 - [c734]Sasan Matinfar, Mehrdad Salehi, Shervin Dehghani, Nassir Navab:
From Tissue to Sound: Model-Based Sonification of Medical Imaging. MICCAI (9) 2023: 207-216 - [c733]Zhihao Zhao, Junjie Yang, Shahrooz Faghihroohi, Kai Huang, Mathias Maier, Nassir Navab, M. Ali Nasseri:
Label-Preserving Data Augmentation in Latent Space for Diabetic Retinopathy Recognition. MICCAI (3) 2023: 284-294 - [c732]Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Rominger, Kuangyu Shi, Nassir Navab, Thomas Wendler:
Self-supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET. MICCAI (1) 2023: 290-299 - [c731]Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab:
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms. MICCAI (9) 2023: 302-311 - [c730]Michael Sommersperger, Shervin Dehghani, Philipp Matten, Kristina Mach, M. Ali Nasseri, Hessam Roodaki, Ulrich Eck, Nassir Navab:
Semantic Virtual Shadows (SVS) for Improved Perception in 4D OCT Guided Surgery. MICCAI (9) 2023: 408-417 - [c729]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab:
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. MICCAI (5) 2023: 409-419 - [c728]Michael Sommersperger, Shervin Dehghani, Philipp Matten, Kristina Mach, Hessam Roodaki, Ulrich Eck, Nassir Navab:
Intelligent Virtual B-Scan Mirror (IVBM). MICCAI (9) 2023: 418-428 - [c727]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab:
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. MICCAI (5) 2023: 420-429 - [c726]Yordanka Velikova, Mohammad Farid Azampour, Walter Simson, Vanessa Gonzalez Duque, Nassir Navab:
LOTUS: Learning to Optimize Task-Based US Representations. MICCAI (1) 2023: 435-445 - [c725]Lennart Bastian, Alexander Baumann, Emily Hoppe, Vincent Bürgin, Ha Young Kim, Mahdi Saleh, Benjamin Busam, Nassir Navab:
S3M: Scalable Statistical Shape Modeling Through Unsupervised Correspondences. MICCAI (10) 2023: 459-469 - [c724]Baochang Zhang, Shahrooz Faghihroohi, Mohammad Farid Azampour, Shuting Liu, Reza Ghotbi, Heribert Schunkert, Nassir Navab:
A Patient-Specific Self-supervised Model for Automatic X-Ray/CT Registration. MICCAI (9) 2023: 515-524 - [c723]Yu Liu, Gesine Müller, Nassir Navab, Carsten Marr, Jan Huisken, Tingying Peng:
BigFUSE: Global Context-Aware Image Fusion in Dual-View Light-Sheet Fluorescence Microscopy with Image Formation Prior. MICCAI (8) 2023: 646-655 - [c722]Matteo Ronchetti, Wolfgang Wein, Nassir Navab, Oliver Zettinig, Raphael Prevost:
DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration. MICCAI (10) 2023: 761-770 - [c721]Ardit Ramadani, Peter Ewert, Heribert Schunkert, Nassir Navab:
WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-Guided Procedures. MICCAI (7) 2023: 802-811 - [c720]Anees Kazi, Soroush Farghadani, Iman Aganj, Nassir Navab:
IA-GCN: Interpretable Attention Based Graph Convolutional Network for Disease Prediction. MLMI@MICCAI (1) 2023: 382-392 - [c719]Vanessa Kern, Constantin Kleinbeck, Kevin Yu, Alejandro Martin-Gomez, Alexander Winkler, Nassir Navab, Daniel Roth:
Magnifying Augmented Mirrors for Accurate Alignment Tasks. VRW 2023: 685-686 - [c718]Alejandro Martin-Gomez, Felix Merkl, Alexander Winkler, Christian Heiliger, Sebastian Andress, Tianyu Song, Ulrich Eck, Konrad Karcz, Nassir Navab:
Medical Visualizations with Dynamic Shape and Depth Cues. VRW 2023: 813-814 - [e14]Alejandro F. Frangi, Marleen de Bruijne, Demian Wassermann, Nassir Navab:
Information Processing in Medical Imaging - 28th International Conference, IPMI 2023, San Carlos de Bariloche, Argentina, June 18-23, 2023, Proceedings. Lecture Notes in Computer Science 13939, Springer 2023, ISBN 978-3-031-34047-5 [contents] - [i355]Shervin Dehghani, Michael Sommersperger, Peiyao Zhang, Alejandro Martin-Gomez, Benjamin Busam, Peter Gehlbach, Nassir Navab, M. Ali Nasseri, Iulian Iordachita:
Robotic Navigation Autonomy for Subretinal Injection via Intelligent Real-Time Virtual iOCT Volume Slicing. CoRR abs/2301.07204 (2023) - [i354]Magdalena Wysocki, Mohammad Farid Azampour, Christine Eilers, Benjamin Busam, Mehrdad Salehi, Nassir Navab:
Ultra-NeRF: Neural Radiance Fields for Ultrasound Imaging. CoRR abs/2301.10520 (2023) - [i353]Artem Savkin, Yida Wang, Sebastian Wirkert, Nassir Navab, Federico Tombari:
Lidar Upsampling with Sliced Wasserstein Distance. CoRR abs/2301.13558 (2023) - [i352]Masahiro Oda, Kazuhiro Furukawa, Nassir Navab, Kensaku Mori:
KST-Mixer: Kinematic Spatio-Temporal Data Mixer For Colon Shape Estimation. CoRR abs/2302.00899 (2023) - [i351]Walter A. Simson, Magdalini Paschali, Vasiliki Sideri-Lampretsa, Nassir Navab, Jeremy J. Dahl:
Investigating Pulse-Echo Sound Speed Estimation in Breast Ultrasound with Deep Learning. CoRR abs/2302.03064 (2023) - [i350]Christine Eilers, Rob van Kemenade, Benjamin Busam, Nassir Navab:
On the Importance of Patient Acceptance for Medical Robotic Imaging. CoRR abs/2302.06208 (2023) - [i349]Chinedu Innocent Nwoye, Tong Yu, Saurav Sharma, Aditya Murali, Deepak Alapatt, Armine Vardazaryan, Kun Yuan, Jonas Hajek, Wolfgang Reiter, Amine Yamlahi, Finn-Henri Smidt, Xiaoyang Zou, Guoyan Zheng, Bruno Oliveira, Helena R. Torres, Satoshi Kondo, Satoshi Kasai, Felix Holm, Ege Özsoy, Shuangchun Gui, Han Li, Sista Raviteja, Rachana Sathish, Pranav Poudel, Binod Bhattarai, Ziheng Wang, Guo Rui, Melanie Schellenberg, João L. Vilaça, Tobias Czempiel, Zhenkun Wang, Debdoot Sheet, Shrawan Kumar Thapa, Max Berniker, Patrick Godau, Pedro Morais, Sudarshan Regmi, Thuy Nuong Tran, Jaime C. Fonseca, Jan-Hinrich Nölke, Estevão Lima, Eduard Vazquez, Lena Maier-Hein, Nassir Navab, Pietro Mascagni, Barbara Seeliger, Cristians Gonzalez, Didier Mutter, Nicolas Padoy:
CholecTriplet2022: Show me a tool and tell me the triplet - an endoscopic vision challenge for surgical action triplet detection. CoRR abs/2302.06294 (2023) - [i348]Dekai Zhu, Guangyao Zhai, Yan Di, Fabian Manhardt, Hendrik Berkemeyer, Tuan Tran, Nassir Navab, Federico Tombari, Benjamin Busam:
IPCC-TP: Utilizing Incremental Pearson Correlation Coefficient for Joint Multi-Agent Trajectory Prediction. CoRR abs/2303.00575 (2023) - [i347]Ario Sadafi, Nassir Navab, Carsten Marr:
Active Learning Enhances Classification of Histopathology Whole Slide Images with Attention-based Multiple Instance Learning. CoRR abs/2303.01342 (2023) - [i346]Daniel Sens, Ario Sadafi, Francesco Paolo Casale, Nassir Navab, Carsten Marr:
BEL: A Bag Embedding Loss for Transformer enhances Multiple Instance Whole Slide Image Classification. CoRR abs/2303.01377 (2023) - [i345]Artem Savkin, Rachid Ellouze, Nassir Navab, Federico Tombari:
Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs. CoRR abs/2303.08473 (2023) - [i344]Ario Sadafi, Oleksandra Adonkina, Ashkan Khakzar, Peter Lienemann, Rudolf Matthias Hehr, Daniel Rueckert, Nassir Navab, Carsten Marr:
Pixel-Level Explanation of Multiple Instance Learning Models in Biomedical Single Cell Images. CoRR abs/2303.08632 (2023) - [i343]Ege Özsoy, Felix Holm, Tobias Czempiel, Nassir Navab, Benjamin Busam:
Location-Free Scene Graph Generation. CoRR abs/2303.10944 (2023) - [i342]Matthias Keicher, Matan Atad, David Schinz, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Nassir Navab:
Semantic Latent Space Regression of Diffusion Autoencoders for Vertebral Fracture Grading. CoRR abs/2303.12031 (2023) - [i341]Yuan Bi, Zhongliang Jiang, Ricarda Clarenbach, Reza Ghotbi, Angelos Karlas, Nassir Navab:
MI-SegNet: Mutual Information-Based US Segmentation for Unseen Domain Generalization. CoRR abs/2303.12649 (2023) - [i340]Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab:
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms. CoRR abs/2303.13293 (2023) - [i339]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Petra Jiraskova, Rickmer Braren, Nassir Navab:
Xplainer: From X-Ray Observations to Explainable Zero-Shot Diagnosis. CoRR abs/2303.13391 (2023) - [i338]Yiheng Xiong, Jingsong Liu, Kamilia Zaripova, Sahand Sharifzadeh, Matthias Keicher, Nassir Navab:
Prior-RadGraphFormer: A Prior-Knowledge-Enhanced Transformer for Generating Radiology Graphs from X-Rays. CoRR abs/2303.13818 (2023) - [i337]HyunJun Jung, Patrick Ruhkamp, Guangyao Zhai, Nikolas Brasch, Yitong Li, Yannick Verdie, Jifei Song, Yiren Zhou, Anil Armagan, Slobodan Ilic, Ales Leonardis, Nassir Navab, Benjamin Busam:
On the Importance of Accurate Geometry Data for Dense 3D Vision Tasks. CoRR abs/2303.14840 (2023) - [i336]Dominik Batic, Felix Holm, Ege Özsoy, Tobias Czempiel, Nassir Navab:
Whether and When does Endoscopy Domain Pretraining Make Sense? CoRR abs/2303.17636 (2023) - [i335]Lennart Bastian, Alexander Baumann, Emily Hoppe, Vincent Bürgin, Ha Young Kim, Mahdi Saleh, Benjamin Busam, Nassir Navab:
S3M: Scalable Statistical Shape Modeling through Unsupervised Correspondences. CoRR abs/2304.07515 (2023) - [i334]Yousef Yeganeh, Azade Farshad, Peter Weinberger, Seyed-Ahmad Ahmadi, Ehsan Adeli, Nassir Navab:
DIAMANT: Dual Image-Attention Map Encoders For Medical Image Segmentation. CoRR abs/2304.14571 (2023) - [i333]Yousef Yeganeh, Azade Farshad, Güktug Güvercin, Amr Abu-zer, Rui Xiao, Yongjian Tang, Ehsan Adeli, Nassir Navab:
SCOPE: Structural Continuity Preservation for Medical Image Segmentation. CoRR abs/2304.14572 (2023) - [i332]Azade Farshad, Yousef Yeganeh, Yu Chi, Chengzhi Shen, Björn Ommer, Nassir Navab:
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis. CoRR abs/2304.14573 (2023) - [i331]Shun-Cheng Wu, Keisuke Tateno, Nassir Navab, Federico Tombari:
Incremental 3D Semantic Scene Graph Prediction from RGB Sequences. CoRR abs/2305.02743 (2023) - [i330]Jonas Hein, Nicola Cavalcanti, Daniel Suter, Lukas Zingg, Fabio Carrillo, Mazda Farshad, Marc Pollefeys, Nassir Navab, Philipp Fürnstahl:
Next-generation Surgical Navigation: Multi-view Marker-less 6DoF Pose Estimation of Surgical Instruments. CoRR abs/2305.03535 (2023) - [i329]Zhongliang Jiang, Xuesong Li, Chenyu Zhang, Yuan Bi, Walter Stechele, Nassir Navab:
Skeleton Graph-based Ultrasound-CT Non-rigid Registration. CoRR abs/2305.08228 (2023) - [i328]Zhongliang Jiang, Felix Duelmer, Nassir Navab:
DopUS-Net: Quality-Aware Robotic Ultrasound Imaging based on Doppler Signal. CoRR abs/2305.08938 (2023) - [i327]Francesca De Benetti, Walter Simson, Magdalini Paschali, Hasan Sari, Axel Rominger, Kuangyu Shi, Nassir Navab, Thomas Wendler:
Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET. CoRR abs/2305.10569 (2023) - [i326]Mehdi Astaraki, Francesca De Benetti, Yousef Yeganeh, Iuliana Toma-Dasu, Örjan Smedby, Chunliang Wang, Nassir Navab, Thomas Wendler:
AutoPaint: A Self-Inpainting Method for Unsupervised Anomaly Detection. CoRR abs/2305.12358 (2023) - [i325]Guangyao Zhai, Evin Pinar Örnek, Shun-Cheng Wu, Yan Di, Federico Tombari, Nassir Navab, Benjamin Busam:
CommonScenes: Generating Commonsense 3D Indoor Scenes with Scene Graphs. CoRR abs/2305.16283 (2023) - [i324]Dianye Huang, Yuan Bi, Nassir Navab, Zhongliang Jiang:
Motion Magnification in Robotic Sonography: Enabling Pulsation-Aware Artery Segmentation. CoRR abs/2307.03698 (2023) - [i323]Zhongliang Jiang, Yuan Bi, Mingchuan Zhou, Ying Hu, Michael Burke, Nassir Navab:
Intelligent Robotic Sonographer: Mutual Information-based Disentangled Reward Learning from Few Demonstrations. CoRR abs/2307.03705 (2023) - [i322]Zhongliang Jiang, Chenyang Li, Xuesong Li, Nassir Navab:
Thoracic Cartilage Ultrasound-CT Registration using Dense Skeleton Graph. CoRR abs/2307.03800 (2023) - [i321]Zhongliang Jiang, Septimiu E. Salcudean, Nassir Navab:
Robotic Ultrasound Imaging: State-of-the-Art and Future Perspectives. CoRR abs/2307.05545 (2023) - [i320]Chantal Pellegrini, Matthias Keicher, Ege Özsoy, Nassir Navab:
Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting. CoRR abs/2307.05766 (2023) - [i319]Matteo Ronchetti, Wolfgang Wein, Nassir Navab, Oliver Zettinig, Raphael Prevost:
DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration. CoRR abs/2307.09931 (2023) - [i318]Lennart Bastian, Tony Danjun Wang, Tobias Czempiel, Benjamin Busam, Nassir Navab:
DisguisOR: Holistic Face Anonymization for the Operating Room. CoRR abs/2307.14241 (2023) - [i317]Roghayeh Leila Barmaki, Kangsoo Kim, Zhang Guo, Qile Wang, Kevin Yu, Rebecca Pearlman, Nassir Navab:
A Large-Scale Feasibility Study of Screen-based 3D Visualization and Augmented Reality Tools for Human Anatomy Education: Exploring Gender Perspectives in Learning Experience. CoRR abs/2307.14383 (2023) - [i316]Kun Yuan, Vinkle Srivastav, Tong Yu, Joël L. Lavanchy, Pietro Mascagni, Nassir Navab, Nicolas Padoy:
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures. CoRR abs/2307.15220 (2023) - [i315]Yordanka Velikova, Mohammad Farid Azampour, Walter Simson, Vanessa Gonzalez Duque, Nassir Navab:
LOTUS: Learning to Optimize Task-based US representations.