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ORCIDNassir Navab
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- affiliation: Technical University Munich, Germany
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2020 – today
- 2022
[j240]Johanna Wald
, Nassir Navab, Federico Tombari:
Learning 3D Semantic Scene Graphs with Instance Embeddings. Int. J. Comput. Vis. 130(3): 630-651 (2022)- [j239]Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari:
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion. Int. J. Comput. Vis. 130(5): 1145-1164 (2022) - [j238]Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab:
RA-GCN: Graph convolutional network for disease prediction problems with imbalanced data. Medical Image Anal. 75: 102272 (2022) - [j237]Amelia Jiménez-Sánchez, Diana Mateus, Sonja Kirchhoff, Chlodwig Kirchhoff, Peter Biberthaler, Nassir Navab, Miguel Ángel González Ballester, Gemma Piella:
Curriculum learning for improved femur fracture classification: Scheduling data with prior knowledge and uncertainty. Medical Image Anal. 75: 102273 (2022) - [j236]Lena Maier-Hein, Matthias Eisenmann, Duygu Sarikaya, Keno März, Toby Collins, Anand Malpani, Johannes Fallert, Hubertus Feussner, Stamatia Giannarou, Pietro Mascagni, Hirenkumar Nakawala, Adrian Park, Carla M. Pugh, Danail Stoyanov, S. Swaroop Vedula, Kevin Cleary, Gabor Fichtinger, Germain Forestier, Bernard Gibaud, Teodor P. Grantcharov, Makoto Hashizume, Doreen Heckmann-Nötzel, Hannes Götz Kenngott, Ron Kikinis, Lars Mündermann, Nassir Navab, Sinan Onogur, Tobias Roß, Raphael Sznitman, Russell H. Taylor, Minu Dietlinde Tizabi, Martin Wagner, Gregory D. Hager, Thomas Neumuth, Nicolas Padoy, Justin Collins, Ines Gockel, Jan Goedeke, Daniel A. Hashimoto, Luc Joyeux, Kyle Lam, Daniel Richard Leff, Amin Madani, Hani J. Marcus, Ozanan R. Meireles, Alexander Seitel, Dogu Teber, Frank Ückert, Beat P. Müller-Stich, Pierre Jannin, Stefanie Speidel:
Surgical data science - from concepts toward clinical translation. Medical Image Anal. 76: 102306 (2022) - [j235]Hendrik Burwinkel, Holger Matz, Stefan Saur, Christoph Hauger, Michael Trost, Nino Hirnschall, Oliver Findl, Nassir Navab, Seyed-Ahmad Ahmadi:
Physics-aware learning and domain-specific loss design in ophthalmology. Medical Image Anal. 76: 102314 (2022) - [j234]Stefano Gasperini, Jan Haug, Mohammad-Ali Nikouei Mahani, Alvaro Marcos-Ramiro, Nassir Navab, Benjamin Busam, Federico Tombari:
CertainNet: Sampling-Free Uncertainty Estimation for Object Detection. IEEE Robotics Autom. Lett. 7(2): 698-705 (2022) - [j233]John Zielke, Christine Eilers, Benjamin Busam, Wolfgang Weber, Nassir Navab, Thomas Wendler:
RSV: Robotic Sonography for Thyroid Volumetry. IEEE Robotics Autom. Lett. 7(2): 3342-3348 (2022) - [j232]Zhongliang Jiang, Zhenyu Li, Matthias Grimm, Mingchuan Zhou, Marco Esposito, Wolfgang Wein, Walter Stechele, Thomas Wendler, Nassir Navab:
Autonomous Robotic Screening of Tubular Structures Based Only on Real-Time Ultrasound Imaging Feedback. IEEE Trans. Ind. Electron. 69(7): 7064-7075 (2022) - [j231]Marta Robles, Negar Namdarian, Julia Otto, Evelyn Wassiljew, Nassir Navab, Christine M. Falter-Wagner, Daniel Roth:
A Virtual Reality Based System for the Screening and Classification of Autism. IEEE Trans. Vis. Comput. Graph. 28(5): 2168-2178 (2022) - [j230]Kevin Yu, Ulrich Eck, Frieder Pankratz, Marc Lazarovici, Dirk Wilhelm, Nassir Navab:
Duplicated Reality for Co-located Augmented Reality Collaboration. IEEE Trans. Vis. Comput. Graph. 28(5): 2190-2200 (2022) - [c685]Francesca De Benetti, Verena Bentele, Egon Burian, Marcus R. Makowski, Nassir Navab, Rickmer Braren, Thomas Wendler:
Longitudinal Analysis of Disease Progression Using Image and Laboratory Data for Covid-19 Patients. Bildverarbeitung für die Medizin 2022: 179-184 - [c684]Tianyu Song, Alejandro Martin-Gomez, Qiaochu Wang, Arian Mehrfard, Javad Fotouhi, Daniel Roth, Ulrich Eck, Nassir Navab:
Impact of Parameter Disentanglement on Collaborative Alignment. VR Workshops 2022: 560-561 - [c683]Tianyu Song, Ulrich Eck, Nassir Navab:
If I Share with you my Perspective, Would you Share your Data with me? VR Workshops 2022: 666-667 - [c682]Kartikay Tehlan, Alexander Winkler, Daniel Roth, Nassir Navab:
X-Ray Device Positioning with Augmented Reality Visual Feedback. VR Workshops 2022: 870-871 - [c681]Kevin Yu, Ulrich Eck, Nassir Navab:
Spatial Exploration with a WiM for Capturing 3D Dioramic Snapshots. VR Workshops 2022: 900-901 - [i257]John Ridley, Huseyin Coskun, David Joseph Tan, Nassir Navab, Federico Tombari:
Transformers in Action: Weakly Supervised Action Segmentation. CoRR abs/2201.05675 (2022) - [i256]Mahdi Saleh, Shun-Cheng Wu, Luca Cosmo, Nassir Navab, Benjamin Busam, Federico Tombari:
Bending Graphs: Hierarchical Shape Matching using Gated Optimal Transport. CoRR abs/2202.01537 (2022) - [i255]Ashkan Khakzar, Pedram Khorsandi, Rozhin Nobahari, Nassir Navab:
Do Explanations Explain? Model Knows Best. CoRR abs/2203.02269 (2022) - [i254]Yan Di, Ruida Zhang, Zhiqiang Lou, Fabian Manhardt, Xiangyang Ji, Nassir Navab, Federico Tombari:
GPV-Pose: Category-level Object Pose Estimation via Geometry-guided Point-wise Voting. CoRR abs/2203.07918 (2022) - [i253]Evin Pinar Örnek, Shristi Mudgal, Johanna Wald, Yida Wang, Nassir Navab, Federico Tombari:
From 2D to 3D: Re-thinking Benchmarking of Monocular Depth Prediction. CoRR abs/2203.08122 (2022) - [i252]Lennart Bastian, Tobias Czempiel, Christian Heiliger, Konrad Karcz, Ulrich Eck, Benjamin Busam, Nassir Navab:
Know your sensORs - A Modality Study For Surgical Action Classification. CoRR abs/2203.08674 (2022) - [i251]Yongzhi Su, Mahdi Saleh, Torben Fetzer, Jason R. Rambach, Nassir Navab, Benjamin Busam, Didier Stricker, Federico Tombari:
ZebraPose: Coarse to Fine Surface Encoding for 6DoF Object Pose Estimation. CoRR abs/2203.09418 (2022) - [i250]Tobias Czempiel, Coco Rogers, Matthias Keicher, Magdalini Paschali, Rickmer Braren, Egon Burian, Marcus R. Makowski, Nassir Navab, Thomas Wendler, Seong Tae Kim:
Longitudinal Self-Supervision for COVID-19 Pathology Quantification. CoRR abs/2203.10804 (2022) - [i249]Matthias Seibold, Armando Hoch, Mazda Farshad, Nassir Navab, Philipp Fürnstahl:
Conditional Generative Data Augmentation for Clinical Audio Datasets. CoRR abs/2203.11570 (2022) - [i248]Ege Özsoy, Evin Pinar Örnek, Ulrich Eck, Tobias Czempiel, Federico Tombari, Nassir Navab:
4D-OR: Semantic Scene Graphs for OR Domain Modeling. CoRR abs/2203.11937 (2022) - [i247]Chantal Pellegrini, Anees Kazi, Nassir Navab:
Unsupervised Pre-Training on Patient Population Graphs for Patient-Level Predictions. CoRR abs/2203.12616 (2022) - [i246]Mojtaba Bahrami, Mahsa Ghorbani, Nassir Navab:
Intelligent Masking: Deep Q-Learning for Context Encoding in Medical Image Analysis. CoRR abs/2203.13865 (2022) - [i245]Matthias Keicher, Kamilia Mullakaeva, Tobias Czempiel, Kristina Mach, Ashkan Khakzar, Nassir Navab:
Few-shot Structured Radiology Report Generation Using Natural Language Prompts. CoRR abs/2203.15723 (2022) - [i244]Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab:
Interpretable Vertebral Fracture Diagnosis. CoRR abs/2203.16273 (2022) - [i243]Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari:
Learning Local Displacements for Point Cloud Completion. CoRR abs/2203.16600 (2022) - [i242]Kamilia Mullakaeva, Luca Cosmo, Anees Kazi, Seyed-Ahmad Ahmadi, Nassir Navab, Michael M. Bronstein:
Graph-in-Graph (GiG): Learning interpretable latent graphs in non-Euclidean domain for biological and healthcare applications. CoRR abs/2204.00323 (2022) - [i241]Ashkan Khakzar, Yawei Li, Yang Zhang, Mirac Sanisoglu, Seong Tae Kim, Mina Rezaei, Bernd Bischl, Nassir Navab:
Analyzing the Effects of Handling Data Imbalance on Learned Features from Medical Images by Looking Into the Models. CoRR abs/2204.01729 (2022) - [i240]Azade Farshad, Yousef Yeganeh, Peter Gehlbach, Nassir Navab:
Υ-Net: A Spatiospectral Network for Retinal OCT Segmentation. CoRR abs/2204.07613 (2022) - [i239]Yida Wang, David Joseph Tan, Nassir Navab, Federico Tombari:
SoftPool++: An Encoder-Decoder Network for Point Cloud Completion. CoRR abs/2205.03899 (2022) - [i238]Mohammad Eslami, Solale Tabarestani, Ehsan Adeli, Glyn Elwyn, Tobias Elze, Mengyu Wang, Nazlee Zebardast, Nassir Navab, Malek Adjouadi:
Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning. CoRR abs/2205.04599 (2022) - [i237]Yuan Bi, Zhongliang Jiang, Yuan Gao, Thomas Wendler, Angelos Karlas, Nassir Navab:
VesNet-RL: Simulation-based Reinforcement Learning for Real-World US Probe Navigation. CoRR abs/2205.06676 (2022) - [i236]Bailiang Jian, Mohammad Farid Azampour, Francesca De Benetti, Johannes Oberreuter, Christina Bukas, Alexandra S. Gersing, Sarah C. Foreman, Anna-Sophia Dietrich, Jon Rischewski, Jan S. Kirschke, Nassir Navab, Thomas Wendler:
Weakly-supervised Biomechanically-constrained CT/MRI Registration of the Spine. CoRR abs/2205.07568 (2022) - 2021
- [j229]Seong Tae Kim, Umut Küçükaslan, Nassir Navab:
Longitudinal Brain MR Image Modeling Using Personalized Memory for Alzheimer's Disease. IEEE Access 9: 143212-143221 (2021) - [j228]Gerome Vivar, Anees Kazi, Hendrik Burwinkel, Andreas Zwergal, Nassir Navab, Seyed-Ahmad Ahmadi:
Simultaneous imputation and classification using Multigraph Geometric Matrix Completion (MGMC): Application to neurodegenerative disease classification. Artif. Intell. Medicine 117: 102097 (2021) - [j227]Martin C. W. Leong, Kit-Hang Lee, Bowen P. Y. Kwan, Yui-Lun Ng, Zhiyu Liu, Nassir Navab, Wayne Luk, Ka-Wai Kwok:
Performance-aware programming for intraoperative intensity-based image registration on graphics processing units. Int. J. Comput. Assist. Radiol. Surg. 16(3): 375-386 (2021) - [j226]Jonas Hein, Matthias Seibold, Federica Bogo, Mazda Farshad, Marc Pollefeys, Philipp Fürnstahl, Nassir Navab:
Towards markerless surgical tool and hand pose estimation. Int. J. Comput. Assist. Radiol. Surg. 16(5): 799-808 (2021) - [j225]Megha Kalia, Apeksha Avinash, Nassir Navab, Septimiu Salcudean:
Preclinical evaluation of a markerless, real-time, augmented reality guidance system for robot-assisted radical prostatectomy. Int. J. Comput. Assist. Radiol. Surg. 16(7): 1181-1188 (2021) - [j224]Arian Mehrfard, Javad Fotouhi, Giacomo Taylor, Tess Forster, Mehran Armand, Nassir Navab, Bernhard Fuerst:
Virtual reality technologies for clinical education: evaluation metrics and comparative analysis. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 233-242 (2021) - [j223]Arian Mehrfard, Javad Fotouhi, Tess Forster, Giacomo Taylor, Danyal Fer, Deborah Nagle, Mehran Armand, Nassir Navab, Bernhard Fuerst:
On the effectiveness of virtual reality-based training for surgical robot setup. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 243-252 (2021) - [j222]Wenhao Gu, Kinjal Shah, Jonathan Knopf, Nassir Navab, Mathias Unberath:
Feasibility of image-based augmented reality guidance of total shoulder arthroplasty using microsoft HoloLens 1. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 261-270 (2021) - [j221]Alejandro Martin-Gomez, C. Hill, H. Y. Lin, Javad Fotouhi, S. Han-Oh, K. K.-H. Wang, Nassir Navab, A. K. Narang:
Towards Exploring the Benefits of Augmented Reality for Patient Support During Radiation Oncology Interventions. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 322-329 (2021) - [j220]Gloria Zörnack, Jakob Weiss, Georg Schummers, Ulrich Eck, Nassir Navab:
Evaluating surface visualization methods in semi-transparent volume rendering in virtual reality. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(4): 339-348 (2021) - [j219]Laura Schütz, Caroline Brendle, Javier Esteban, Sandro M. Krieg, Ulrich Eck, Nassir Navab:
Usability of Graphical Visualizations on a Tool-Mounted Interface for Spine Surgery. J. Imaging 7(8): 159 (2021) - [j218]Christoph Baur, Stefan Denner, Benedikt Wiestler, Nassir Navab, Shadi Albarqouni:
Autoencoders for unsupervised anomaly segmentation in brain MR images: A comparative study. Medical Image Anal. 69: 101952 (2021) - [j217]Javad Fotouhi, Giacomo Taylor, Mathias Unberath, Alex Johnson, Sing Chun Lee, Greg Osgood, Mehran Armand, Nassir Navab:
Exploring partial intrinsic and extrinsic symmetry in 3D medical imaging. Medical Image Anal. 72: 102127 (2021) - [j216]Stefano Gasperini, Mohammad-Ali Nikouei Mahani, Alvaro Marcos-Ramiro, Nassir Navab, Federico Tombari:
Panoster: End-to-End Panoptic Segmentation of LiDAR Point Clouds. IEEE Robotics Autom. Lett. 6(2): 3216-3223 (2021) - [j215]Zhongliang Jiang, Yue Zhou, Yuan Bi, Mingchuan Zhou, Thomas Wendler, Nassir Navab:
Deformation-Aware Robotic 3D Ultrasound. IEEE Robotics Autom. Lett. 6(4): 7675-7682 (2021) - [j214]Nazila Esmaeili, Esam Sharaf, Elmer Jeto Gomes Ataide, Alfredo Illanes, Axel Boese, Nikolaos Davaris, Christoph Arens, Nassir Navab, Michael Friebe:
Deep Convolution Neural Network for Laryngeal Cancer Classification on Contact Endoscopy-Narrow Band Imaging. Sensors 21(23): 8157 (2021) - [j213]Zhongliang Jiang, Matthias Grimm, Mingchuan Zhou, Ying Hu, Javier Esteban, Nassir Navab:
Automatic Force-Based Probe Positioning for Precise Robotic Ultrasound Acquisition. IEEE Trans. Ind. Electron. 68(11): 11200-11211 (2021) - [j212]Amal Lahiani, Irina Klaman, Nassir Navab, Shadi Albarqouni, Eldad Klaiman:
Seamless Virtual Whole Slide Image Synthesis and Validation Using Perceptual Embedding Consistency. IEEE J. Biomed. Health Informatics 25(2): 403-411 (2021) - [j211]Javad Fotouhi, Arian Mehrfard, Tianyu Song, Alex Johnson, Greg Osgood, Mathias Unberath, Mehran Armand, Nassir Navab:
Development and Pre-Clinical Analysis of Spatiotemporal-Aware Augmented Reality in Orthopedic Interventions. IEEE Trans. Medical Imaging 40(2): 765-778 (2021) - [j210]Matthias Grimm, Javier Esteban, Mathias Unberath, Nassir Navab:
Pose-Dependent Weights and Domain Randomization for Fully Automatic X-Ray to CT Registration. IEEE Trans. Medical Imaging 40(9): 2221-2232 (2021) - [j209]Agnieszka Tomczak, Slobodan Ilic, Gaby Marquardt, Thomas Engel, Frank Forster, Nassir Navab, Shadi Albarqouni:
Multi-Task Multi-Domain Learning for Digital Staining and Classification of Leukocytes. IEEE Trans. Medical Imaging 40(10): 2897-2910 (2021) - [j208]Javad Fotouhi, Xingtong Liu, Mehran Armand, Nassir Navab, Mathias Unberath:
Reconstruction of Orthographic Mosaics From Perspective X-Ray Images. IEEE Trans. Medical Imaging 40(11): 3165-3177 (2021) - [j207]Kevin Yu, Gleb Gorbachev, Ulrich Eck, Frieder Pankratz, Nassir Navab, Daniel Roth:
Avatars for Teleconsultation: Effects of Avatar Embodiment Techniques on User Perception in 3D Asymmetric Telepresence. IEEE Trans. Vis. Comput. Graph. 27(11): 4129-4139 (2021) - [c680]HyunJun Jung, Nikolas Brasch, Ales Leonardis, Nassir Navab, Benjamin Busam:
Wild ToFu: Improving Range and Quality of Indirect Time-of-Flight Depth with RGB Fusion in Challenging Environments. 3DV 2021: 239-248 - [c679]Stefano Gasperini, Patrick Koch, Vinzenz Dallabetta, Nassir Navab, Benjamin Busam, Federico Tombari:
R4Dyn: Exploring Radar for Self-Supervised Monocular Depth Estimation of Dynamic Scenes. 3DV 2021: 751-760 - [c678]Patrick Ruhkamp, Daoyi Gao, Hanzhi Chen, Nassir Navab, Beniamin Busam:
Attention meets Geometry: Geometry Guided Spatial-Temporal Attention for Consistent Self-Supervised Monocular Depth Estimation. 3DV 2021: 837-847 - [c677]Shuncheng Wu, Johanna Wald, Keisuke Tateno, Nassir Navab, Federico Tombari:
SceneGraphFusion: Incremental 3D Scene Graph Prediction From RGB-D Sequences. CVPR 2021: 7515-7525 - [c676]Ashkan Khakzar, Soroosh Baselizadeh, Saurabh Khanduja, Christian Rupprecht, Seong Tae Kim, Nassir Navab:
Neural Response Interpretation Through the Lens of Critical Pathways. CVPR 2021: 13528-13538 - [c675]Yan Di, Fabian Manhardt, Gu Wang, Xiangyang Ji, Nassir Navab, Federico Tombari:
SO-Pose: Exploiting Self-Occlusion for Direct 6D Pose Estimation. ICCV 2021: 12376-12385 - [c674]Helisa Dhamo, Fabian Manhardt, Nassir Navab, Federico Tombari:
Graph-to-3D: End-to-End Generation and Manipulation of 3D Scenes Using Scene Graphs. ICCV 2021: 16332-16341 - [c673]Sarthak Garg, Helisa Dhamo, Azade Farshad, Sabrina Musatian, Nassir Navab, Federico Tombari:
Unconditional Scene Graph Generation. ICCV 2021: 16342-16351 - [c672]Markus Herb, Tobias Weiherer, Nassir Navab, Federico Tombari:
Lightweight Semantic Mesh Mapping for Autonomous Vehicles. ICRA 2021: 6732-3738 - [c671]Yanyan Li, Raza Yunus, Nikolas Brasch, Nassir Navab, Federico Tombari:
RGB-D SLAM with Structural Regularities. ICRA 2021: 11581-11587 - [c670]Zhongliang Jiang, Hanyu Wang, Zhenyu Li, Matthias Grimm, Mingchuan Zhou, Ulrich Eck, Sandra V. Brecht, Tim C. Lueth, Thomas Wendler, Nassir Navab:
Motion-Aware Robotic 3D Ultrasound. ICRA 2021: 12494-12500 - [c669]Markus Herb, Matthias Lemberger, Marcel M. Schmitt, Alexander Kurz, Tobias Weiherer, Nassir Navab, Federico Tombari:
Semantic Image Alignment for Vehicle Localization. IROS 2021: 1124-1131 - [c668]Artem Savkin, Rachid Ellouze, Nassir Navab, Federico Tombari:
Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs. IROS 2021: 1229-1235 - [c667]Pengyuan Wang, Fabian Manhardt, Luca Minciullo, Lorenzo Garattoni, Sven Meier, Nassir Navab, Benjamin Busam:
DemoGrasp: Few-Shot Learning for Robotic Grasping with Human Demonstration. IROS 2021: 5733-5740 - [c666]Tetiana Klymenko, Seong Tae Kim, Kirsten Lauber, Christopher Kurz, Guillaume Landry, Nassir Navab, Shadi Albarqouni:
Butterfly-Net: Spatial-Temporal Architecture For Medical Image Segmentation. ISBI 2021: 616-620 - [c665]Ario Sadafi, Lucía María Moya Sans, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr:
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias. ISBI 2021: 966-970 - [c664]Robin Strak, Kevin Yu, Frieder Pankratz, Marc Lazarovici, Benedikt Sandmeyer, Julia Reichling, Simon Weidert, Clemens Kraetsch, Barbara Roegele, Nassir Navab, Ulrich Eck, Daniel Roth:
Comparison Between Video-mediated and Asymmetric 3D Teleconsultation During a Preclinical Scenario. Mensch und Computer 2021: 227-235 - [c663]Ario Sadafi, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr:
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks. DART/FAIR@MICCAI 2021: 216-225 - [c662]Seong Tae Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar, Matthias Keicher, Tobias Czempiel, Egon Burian, Rickmer Braren, Nassir Navab, Thomas Wendler:
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs. MICCAI (7) 2021: 273-282 - [c661]Mert Asim Karaoglu, Nikolas Brasch, Marijn F. Stollenga, Wolfgang Wein, Nassir Navab, Federico Tombari, Alexander Ladikos:
Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation. MICCAI (4) 2021: 300-310 - [c660]Tariq M. Bdair, Nassir Navab, Shadi Albarqouni:
FedPerl: Semi-supervised Peer Learning for Skin Lesion Classification. MICCAI (3) 2021: 336-346 - [c659]Ashkan Khakzar, Yang Zhang, Wejdene Mansour, Yuezhi Cai, Yawei Li, Yucheng Zhang, Seong Tae Kim, Nassir Navab:
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features. MICCAI (3) 2021: 391-401 - [c658]Megha Kalia, Tajwar Abrar Aleef, Nassir Navab, Peter C. Black, Septimiu E. Salcudean:
Co-generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data. MICCAI (4) 2021: 403-412 - [c657]Matthias Seibold, Armando Hoch, Daniel Suter, Mazda Farshad, Patrick O. Zingg, Nassir Navab, Philipp Fürnstahl:
Acoustic-Based Spatio-Temporal Learning for Press-Fit Evaluation of Femoral Stem Implants. MICCAI (4) 2021: 447-456 - [c656]Ashkan Khakzar, Sabrina Musatian, Jonas Buchberger, Icxel Valeriano Quiroz, Nikolaus Pinger, Soroosh Baselizadeh, Seong Tae Kim, Nassir Navab:
Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models. MICCAI (3) 2021: 499-508 - [c655]Christina Bukas, Bailiang Jian, Luis F. Rodriguez Venegas, Francesca De Benetti, Sebastian Ruehling, Anjany Sekuboyina, Jens Gempt, Jan S. Kirschke, Marie Piraud, Johannes Oberreuter, Nassir Navab, Thomas Wendler:
Patient-Specific Virtual Spine Straightening and Vertebra Inpainting: An Automatic Framework for Osteoplasty Planning. MICCAI (4) 2021: 529-539 - [c654]Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong Tae Kim, Benjamin Busam, Nassir Navab:
OperA: Attention-Regularized Transformers for Surgical Phase Recognition. MICCAI (4) 2021: 604-614 - [c653]Maria Tirindelli, Christine Eilers, Walter Simson, Magdalini Paschali, Mohammad Farid Azampour, Nassir Navab:
Rethinking Ultrasound Augmentation: A Physics-Inspired Approach. MICCAI (8) 2021: 690-700 - [c652]Mahsa Ghorbani, Mojtaba Bahrami, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab:
GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference. MICCAI (5) 2021: 709-718 - [c651]Heiko Maier, Shahrooz Faghihroohi, Nassir Navab:
A Line to Align: Deep Dynamic Time Warping for Retinal OCT Segmentation. MICCAI (1) 2021: 709-719 - [c650]Yang Zhang, Ashkan Khakzar, Yawei Li, Azade Farshad, Seong Tae Kim, Nassir Navab:
Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information. NeurIPS 2021: 20040-20051 - [c649]Kevin Yu, Alexander Winkler, Frieder Pankratz, Marc Lazarovici, Dirk Wilhelm, Ulrich Eck, Daniel Roth, Nassir Navab:
Magnoramas: Magnifying Dioramas for Precise Annotations in Asymmetric 3D Teleconsultation. VR 2021: 392-401 - [c648]Daniel Roth, Kevin Yu, Frieder Pankratz, Gleb Gorbachev, Andreas Keller, Marc Lazarovici, Dirk Wilhelm, Simon Weidert, Nassir Navab, Ulrich Eck:
Real-time Mixed Reality Teleconsultation for Intensive Care Units in Pandemic Situations. VR Workshops 2021: 693-694 - [i235]Mahsa Ghorbani, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab:
RA-GCN: Graph Convolutional Network for Disease Prediction Problems with Imbalanced Data. CoRR abs/2103.00221 (2021) - [i234]Tariq M. Bdair, Nassir Navab, Shadi Albarqouni:
Peer Learning for Skin Lesion Classification. CoRR abs/2103.03703 (2021) - [i233]Tobias Czempiel, Magdalini Paschali, Daniel Ostler, Seong-Tae Kim, Benjamin Busam, Nassir Navab:
OperA: Attention-Regularized Transformers for Surgical Phase Recognition. CoRR abs/2103.03873 (2021) - [i232]Seong-Tae Kim, Leili Goli, Magdalini Paschali, Ashkan Khakzar, Matthias Keicher, Tobias Czempiel, Egon Burian, Rickmer Braren, Nassir Navab, Thomas Wendler:
Longitudinal Quantitative Assessment of COVID-19 Infection Progression from Chest CTs. CoRR abs/2103.07240 (2021) - [i231]Christina Bukas, Bailiang Jian, Luis F. Rodriguez Venegas, Francesca De Benetti, Sebastian Ruehling, Anjany Sekuboyina, Jens Gempt, Jan S. Kirschke, Marie Piraud, Johannes Oberreuter, Nassir Navab, Thomas Wendler:
Patient-specific virtual spine straightening and vertebra inpainting: An automatic framework for osteoplasty planning. CoRR abs/2103.07279 (2021) - [i230]Megha Kalia, Tajwar Abrar Aleef, Nassir Navab, Septimiu E. Salcudean:
Co-Generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data. CoRR abs/2103.09276 (2021) - [i229]Ario Sadafi, Lucía María Moya Sans, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr:
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias. CoRR abs/2103.09671 (2021) - [i228]Aadhithya Sankar, Matthias Keicher, Rami Eisawy, Abhijeet Parida, Franz Pfister, Seong-Tae Kim, Nassir Navab:
GLOWin: A Flow-based Invertible Generative Framework for Learning Disentangled Feature Representations in Medical Images. CoRR abs/2103.10868 (2021) - [i227]Shuncheng Wu, Johanna Wald, Keisuke Tateno, Nassir Navab, Federico Tombari:
SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences. CoRR abs/2103.14898 (2021) - [i226]Anees Kazi, Soroush Farghadani, Nassir Navab:
IA-GCN: Interpretable Attention based Graph Convolutional Network for Disease prediction. CoRR abs/2103.15587 (2021) - [i225]Ashkan Khakzar, Soroosh Baselizadeh, Saurabh Khanduja, Christian Rupprecht, Seong Tae Kim, Nassir Navab:
Neural Response Interpretation through the Lens of Critical Pathways. CoRR abs/2103.16886 (2021) - [i224]Ashkan Khakzar, Yang Zhang, Wejdene Mansour, Yuezhi Cai, Yawei Li, Yucheng Zhang, Seong Tae Kim, Nassir Navab:
Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features. CoRR abs/2104.00411 (2021) - [i223]Ashkan Khakzar, Sabrina Musatian, Jonas Buchberger, Icxel Valeriano Quiroz, Nikolaus Pinger, Soroosh Baselizadeh, Seong Tae Kim, Nassir Navab:
Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models. CoRR abs/2104.02481 (2021) - [i222]Mahsa Ghorbani, Mojtaba Bahrami, Anees Kazi, Mahdieh Soleymani Baghshah, Hamid R. Rabiee, Nassir Navab:
GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference. CoRR abs/2104.03597 (2021) - [i221]