Table of Contents

• Reconstructing Sinus Anatomy from Endoscopic Video - Towards a Radiation-Free Approach for Quantitative Longitudinal AssessmentXingtong Liu, Maia Stiber, Jindan Huang, Masaru Ishii, Gregory D. Hager, Russell H. Taylor, Mathias Unberath. 3-13 [doi]
• Inertial Measurements for Motion Compensation in Weight-Bearing Cone-Beam CT of the KneeJennifer Maier, Marlies Nitschke, Jang Hwan Choi, Garry Gold, Rebecca Fahrig, Björn M. Eskofier, Andreas K. Maier. 14-23 [doi]
• Feasibility Check: Can Audio Be a Simple Alternative to Force-Based Feedback for Needle Guidance?Alfredo Illanes, Axel Boese, Michael Friebe, Christian Hansen 0001. 24-33 [doi]
• A Graph-Based Method for Optimal Active Electrode Selection in Cochlear ImplantsErin Bratu, Robert T. Dwyer, Jack Noble. 34-43 [doi]
• Improved Resection Margins in Surgical Oncology Using Intraoperative Mass SpectrometryAmoon Jamzad, Alireza Sedghi, Alice M. L. Santilli, Natasja N. Y. Janssen, Martin Kaufmann, Kevin Yi Mi Ren, Kaitlin Vanderbeck, Ami Wang, Doug McKay, John F. Rudan, Gabor Fichtinger, Parvin Mousavi. 44-53 [doi]
• Self-Supervised Domain Adaptation for Patient-Specific, Real-Time Tissue TrackingSontje Ihler, Felix Kuhnke, Max-Heinrich Laves, Tobias Ortmaier. 54-64 [doi]
• An Interactive Mixed Reality Platform for Bedside Surgical ProceduresEhsan Azimi, Zhiyuan Niu, Maia Stiber, Nicholas Greene, Ruby Liu, Camilo Molina, Judy Huang, Chien-Ming Huang, Peter Kazanzides. 65-75 [doi]
• Ear Cartilage Inference for Reconstructive Surgery with Convolutional Mesh AutoencodersEimear O' Sullivan, Lara van de Lande, Antonia Osolos, Silvia Schievano, David J. Dunaway, Neil Bulstrode, Stefanos Zafeiriou. 76-85 [doi]
• Robust Multi-modal 3D Patient Body ModelingFan Yang 0035, Ren Li, Georgios Georgakis, Srikrishna Karanam, Terrence Chen, Haibin Ling, Ziyan Wu. 86-95 [doi]
• A New Electromagnetic-Video Endoscope Tracking Method via Anatomical Constraints and Historically Observed Differential EvolutionXiongbiao Luo. 96-104 [doi]
• Malocclusion Treatment Planning via PointNet Based Spatial Transformation NetworkXiaoshuang Li, Lei Bi, Jinman Kim, Tingyao Li, Peng Li, Ye Tian, Bin Sheng, Dagan Feng. 105-114 [doi]
• Simulation of Brain Resection for Cavity Segmentation Using Self-supervised and Semi-supervised LearningFernando Pérez-García, Roman Rodionov, Ali Alim-Marvasti, Rachel Sparks, John S. Duncan, Sébastien Ourselin. 115-125 [doi]
• Local Contractive Registration for Quantification of Tissue Shrinkage in Assessment of Microwave AblationDingkun Liu, Tianyu Fu, Danni Ai, Jingfan Fan, Hong Song, Jian Yang 0009. 126-134 [doi]
• Reinforcement Learning of Musculoskeletal Control from Functional SimulationsEmanuel Joos, Fabien Péan, Orcun Goksel. 135-145 [doi]
• MvMM-RegNet: A New Image Registration Framework Based on Multivariate Mixture Model and Neural Network EstimationXinzhe Luo, Xiahai Zhuang. 149-159 [doi]
• Database Annotation with Few Examples: An Atlas-Based Framework Using Diffeomorphic Registration of 3D TreesPierre-Louis Antonsanti, Thomas Benseghir, Vincent Jugnon, Joan Glaunès. 160-170 [doi]
• Pair-Wise and Group-Wise Deformation Consistency in Deep Registration NetworkDongdong Gu, Xiaohuan Cao, Shanshan Ma, Lei Chen, Guocai Liu, Dinggang Shen, Zhong Xue. 171-180 [doi]
• Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image AlignmentLiyun Chen, Xiaohuan Cao, Lei Chen, Yaozong Gao, Dinggang Shen, Qian Wang 0001, Zhong Xue. 181-189 [doi]
• Highly Accurate and Memory Efficient Unsupervised Learning-Based Discrete CT Registration Using 2.5D Displacement SearchMattias P. Heinrich, Lasse Hansen. 190-200 [doi]
• Unsupervised Learning Model for Registration of Multi-phase Ultra-Widefield Fluorescein AngiographyGyoeng Min Lee, Kwang-deok Seo, Hye Ju Song, Dong-Geun Park, Ga Hyung Ryu, Min Sagong, Sang-Hyun Park. 201-210 [doi]
• Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid NetworksTony C. W. Mok, Albert C. S. Chung. 211-221 [doi]
• Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image RegistrationZhe Xu, Jie Luo, Jiangpeng Yan, Ritvik Pulya, Xiu Li, William Wells, Jayender Jagadeesan. 222-232 [doi]
• Cross-Modality Multi-atlas Segmentation Using Deep Neural NetworksWangbin Ding, Lei Li 0020, Xiahai Zhuang, Liqin Huang. 233-242 [doi]
• Longitudinal Image Registration with Temporal-Order and Subject-Specificity DiscriminationQianye Yang, Yunguan Fu, Francesco Giganti, Nooshin Ghavami, Qingchao Chen, J. Alison Noble, Tom Vercauteren, Dean C. Barratt, Yipeng Hu. 243-252 [doi]
• Flexible Bayesian Modelling for Nonlinear Image RegistrationMikael Brudfors, Yaël Balbastre, Guillaume Flandin, Parashkev Nachev, John Ashburner. 253-263 [doi]
• Are Registration Uncertainty and Error Monotonically Associated?Jie Luo, Sarah F. Frisken, Duo Wang, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III. 264-274 [doi]
• MR-to-US Registration Using Multiclass Segmentation of Hepatic Vasculature with a Reduced 3D U-NetBart R. Thomson, Jasper N. Smit, Oleksandra V. Ivashchenko, Niels F. M. Kok, Koert Kuhlmann, Theodoor Jacques Marie Ruers, Matteo Fusaglia. 275-284 [doi]
• Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment EnsembleYingda Xia, Qihang Yu, Wei Shen 0002, Yuyin Zhou, Elliot K. Fishman, Alan L. Yuille. 285-295 [doi]
• Biomechanics-Informed Neural Networks for Myocardial Motion Tracking in MRIChen Qin, Shuo Wang, Chen Chen 0042, Huaqi Qiu, Wenjia Bai, Daniel Rueckert. 296-306 [doi]
• Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis ImagesLin Tian, Connor Puett, Peirong Liu, Zhengyang Shen, Stephen R. Aylward, Yueh Z. Lee, Marc Niethammer. 307-317 [doi]
• Anatomical Data Augmentation via Fluid-Based Image RegistrationZhengyang Shen, Zhenlin Xu, Sahin Olut, Marc Niethammer. 318-328 [doi]
• Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D RegistrationCong Gao 0003, Xingtong Liu, Wenhao Gu, Benjamin Killeen, Mehran Armand, Russell H. Taylor, Mathias Unberath. 329-339 [doi]
• TeCNO: Surgical Phase Recognition with Multi-stage Temporal Convolutional NetworksTobias Czempiel, Magdalini Paschali, Matthias Keicher, Walter Simson, Hubertus Feussner, Seong-Tae Kim, Nassir Navab. 343-352 [doi]
• Surgical Video Motion Magnification with Suppression of Instrument ArtefactsMirek Janatka, Hani J. Marcus, Neil L. Dorward, Danail Stoyanov. 353-363 [doi]
• Recognition of Instrument-Tissue Interactions in Endoscopic Videos via Action TripletsChinedu Innocent Nwoye, Cristians Gonzalez, Tong Yu 0009, Pietro Mascagni, Didier Mutter, Jacques Marescaux, Nicolas Padoy. 364-374 [doi]
• AutoSNAP: Automatically Learning Neural Architectures for Instrument Pose EstimationDavid Kügler, Marc Uecker, Arjan Kuijper, Anirban Mukhopadhyay 0003. 375-384 [doi]
• Automatic Operating Room Surgical Activity Recognition for Robot-Assisted SurgeryAidean Sharghi, Helene Haugerud, Daniel Oh, Omid Mohareri. 385-395 [doi]
• Can a Hand-Held Navigation Device Reduce Cognitive Load? A User-Centered Approach Evaluated by 18 SurgeonsCaroline Brendle, Laura Schütz, Javier Esteban, Sandro M. Krieg, Ulrich Eck, Nassir Navab. 399-408 [doi]
• Symmetric Dilated Convolution for Surgical Gesture RecognitionJinglu Zhang, Yinyu Nie, Yao Lyu, Hailin Li, Jian Chang, Xiaosong Yang, Jian-Jun Zhang 0001. 409-418 [doi]
• Deep Selection: A Fully Supervised Camera Selection Network for Surgery RecordingsRyo Hachiuma, Tomohiro Shimizu, Hideo Saito, Hiroki Kajita, Yoshifumi Takatsume. 419-428 [doi]
• Interacting with Medical Volume Data in Projective Augmented RealityFlorian Heinrich, Kai Bornemann, Kai Lawonn, Christian Hansen 0001. 429-439 [doi]
• VR Simulation of Novel Hands-Free Interaction Concepts for Surgical Robotic Visualization SystemsFang You, Rutvik Khakhar, Thomas Picht, David Dobbelstein. 440-450 [doi]
• Spatially-Aware Displays for Computer Assisted InterventionsAlexander Winkler, Ulrich Eck, Nassir Navab. 451-460 [doi]
• Sensorless Freehand 3D Ultrasound Reconstruction via Deep Contextual LearningHengtao Guo, Sheng Xu 0001, Bradford J. Wood, Pingkun Yan. 463-472 [doi]
• Ultra2Speech - A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue ImagesPramit Saha, Yadong Liu, Bryan Gick, Sidney S. Fels. 473-482 [doi]
• Ultrasound Video Summarization Using Deep Reinforcement LearningTianrui Liu, Qingjie Meng, Athanasios Vlontzos, Jeremy Tan, Daniel Rueckert, Bernhard Kainz. 483-492 [doi]
• Predicting Obstructive Hydronephrosis Based on Ultrasound AloneLauren Erdman, Marta Skreta, Mandy Rickard, Carson McLean, Aziz Mezlini, Daniel T. Keefe, Anne-Sophie Blais, Michael Brudno, Armando Lorenzo, Anna Goldenberg. 493-503 [doi]
• Semi-supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound ElastographyAli Kafaei Zad Tehrani, Morteza Mirzaei, Hassan Rivaz. 504-513 [doi]
• Three-Dimensional Thyroid Assessment from Untracked 2D Ultrasound ClipsWolfgang Wein, Mattia Lupetti, Oliver Zettinig, Simon Jagoda, Mehrdad Salehi, Viktoria Markova, Dornoosh Zonoobi, Raphael Prevost. 514-523 [doi]
• Complex Cancer Detector: Complex Neural Networks on Non-stationary Time Series for Guiding Systematic Prostate BiopsyGolara Javadi, Minh Nguyen Nhat To, Samareh Samadi, Sharareh Bayat, Samira Sojoudi, Antonio Hurtado, Silvia D. Chang, Peter C. Black, Parvin Mousavi, Purang Abolmaesumi. 524-533 [doi]
• Self-Supervised Contrastive Video-Speech Representation Learning for UltrasoundJianbo Jiao, Yifan Cai, Mohammad Alsharid, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble. 534-543 [doi]
• Assisted Probe Positioning for Ultrasound Guided Radiotherapy Using Image Sequence ClassificationAlex Grimwood, Helen McNair, Yipeng Hu, Ester Bonmati, Dean C. Barratt, Emma J. Harris. 544-552 [doi]
• Searching Collaborative Agents for Multi-plane Localization in 3D UltrasoundYuhao Huang, Xin Yang 0009, Rui Li, Jikuan Qian, Xiaoqiong Huang, Wenlong Shi, Haoran Dou, Chaoyu Chen, Yuanji Zhang, Huanjia Luo, Alejandro Frangi, Yi Xiong, Dong Ni. 553-562 [doi]
• Contrastive Rendering for Ultrasound Image SegmentationHaoming Li 0008, Xin Yang 0009, Jiamin Liang, Wenlong Shi, Chaoyu Chen, Haoran Dou, Rui Li, Rui Gao, Guangquan Zhou, Jinghui Fang, Xiaowen Liang, Ruobing Huang, Alejandro Frangi, Zhiyi Chen, Dong Ni. 563-572 [doi]
• An Unsupervised Approach to Ultrasound Elastography with End-to-end Strain RegularisationRémi Delaunay, Yipeng Hu, Tom Vercauteren. 573-582 [doi]
• Automatic Probe Movement Guidance for Freehand Obstetric UltrasoundRichard Droste, Lior Drukker, Aris T. Papageorghiou, J. Alison Noble. 583-592 [doi]
• ISINet: An Instance-Based Approach for Surgical Instrument SegmentationCristina González, Laura Bravo Sánchez, Pablo Arbelaez. 595-605 [doi]
• Reliable Liver Fibrosis Assessment from Ultrasound Using Global Hetero-Image Fusion and View-Specific ParameterizationBowen Li, Ke Yan 0006, Dar-In Tai, Yuankai Huo, Le Lu 0001, Jing Xiao 0006, Adam P. Harrison. 606-615 [doi]
• Toward Rapid Stroke Diagnosis with Multimodal Deep LearningMingli Yu, Tongan Cai, Xiaolei Huang, Kelvin Wong, John Volpi, James Z. Wang, Stephen T. C. Wong. 616-626 [doi]
• Learning and Reasoning with the Graph Structure Representation in Robotic SurgeryMobarakol Islam, Seenivasan Lalithkumar, Lim Chwee Ming, Hongliang Ren 0001. 627-636 [doi]
• Vision-Based Estimation of MDS-UPDRS Gait Scores for Assessing Parkinson's Disease Motor SeverityMandy Lu, Kathleen Poston, Adolf Pfefferbaum, Edith V. Sullivan, Fei-Fei Li 0001, Kilian M. Pohl, Juan Carlos Niebles, Ehsan Adeli. 637-647 [doi]
• Searching for Efficient Architecture for Instrument Segmentation in Robotic SurgeryDaniil Pakhomov, Nassir Navab. 648-656 [doi]
• Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic DiffusionDaochang Liu, Yuhui Wei, Tingting Jiang, Yizhou Wang 0001, Rulin Miao, Fei Shan, Ziyu Li. 657-667 [doi]
• Towards Accurate and Interpretable Surgical Skill Assessment: A Video-Based Method Incorporating Recognized Surgical Gestures and Skill LevelsTianyu Wang, Yijie Wang, Mian Li. 668-678 [doi]
• Learning Motion Flows for Semi-supervised Instrument Segmentation from Robotic Surgical VideoZixu Zhao, Yueming Jin, Xiaojie Gao, Qi Dou, Pheng-Ann Heng. 679-689 [doi]
• Spectral-spatial Recurrent-Convolutional Networks for In-Vivo Hyperspectral Tumor Type ClassificationMarcel Bengs, Nils Gessert, Wiebke Laffers, Dennis Eggert, Stephan Westermann, Nina A. Müller, Andreas O. H. Gerstner, Christian Betz, Alexander Schlaefer. 690-699 [doi]
• Synthetic and Real Inputs for Tool Segmentation in Robotic SurgeryEmanuele Colleoni, Philip J. Edwards, Danail Stoyanov. 700-710 [doi]
• Perfusion Quantification from Endoscopic Videos: Learning to Read Tumor SignaturesSergiy Zhuk, Jonathan P. Epperlein, Rahul Nair, Seshu Tirupathi, Pól Mac Aonghusa, Donal O'Shea, Ronan Cahill. 711-721 [doi]
• Asynchronous in Parallel Detection and Tracking (AIPDT): Real-Time Robust Polyp DetectionZijian Zhang, Hong Shang, Han Zheng, Xiaoning Wang, Jiajun Wang, Zhongqian Sun, JunZhou Huang, Jianhua Yao. 722-731 [doi]
• OfGAN: Realistic Rendition of Synthetic Colonoscopy VideosJiabo Xu, Saeed Anwar, Nick Barnes, Florian Grimpen, Olivier Salvado, Stuart Anderson, Mohammad Ali Armin. 732-741 [doi]
• Two-Stream Deep Feature Modelling for Automated Video Endoscopy Data AnalysisHarshala Gammulle, Simon Denman, Sridha Sridharan, Clinton Fookes. 742-751 [doi]
• Rethinking Anticipation Tasks: Uncertainty-Aware Anticipation of Sparse Surgical Instrument Usage for Context-Aware AssistanceDominik Rivoir, Sebastian Bodenstedt, Isabel Funke, Felix von Bechtolsheim, Marius Distler, Jürgen Weitz, Stefanie Speidel. 752-762 [doi]
• Deep Placental Vessel Segmentation for Fetoscopic MosaickingSophia Bano, Francisco Vasconcelos, Luke M. Shepherd, Emmanuel B. Vander Poorten, Tom Vercauteren, Sébastien Ourselin, Anna L. David, Jan Deprest, Danail Stoyanov. 763-773 [doi]
• Deep Multi-view Stereo for Dense 3D Reconstruction from Monocular Endoscopic VideoGwangbin Bae, Ignas Budvytis, Chung Kwong Yeung, Roberto Cipolla. 774-783 [doi]
• Endo-Sim2Real: Consistency Learning-Based Domain Adaptation for Instrument SegmentationManish Sahu, Ronja Strömsdörfer, Anirban Mukhopadhyay 0003, Stefan Zachow. 784-794 [doi]