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26th MICCAI 2023: Vancouver, BC, Canada - Part IX
- Hayit Greenspan, Anant Madabhushi, Parvin Mousavi, Septimiu E. Salcudean, James Duncan, Tanveer F. Syeda-Mahmood, Russell H. Taylor:
Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 - 26th International Conference, Vancouver, BC, Canada, October 8-12, 2023, Proceedings, Part IX. Lecture Notes in Computer Science 14228, Springer 2023, ISBN 978-3-031-43995-7
Image-Guided Intervention, Surgical Planning, and Data Science
- Yihao Zhou, Chonglin Wu, Xinyi Wang, Yongping Zheng:
UXDiff: Synthesis of X-Ray Image from Ultrasound Coronal Image of Spine with Diffusion Probabilistic Network. 3-12 - Ruyi Zha, Xuelian Cheng, Hongdong Li, Mehrtash Harandi, Zongyuan Ge:
EndoSurf: Neural Surface Reconstruction of Deformable Tissues with Stereo Endoscope Videos. 13-23 - Zhen Chen, Qingyu Guo, Leo K. T. Yeung, Danny T. M. Chan, Zhen Lei, Hongbin Liu, Jinqiao Wang:
Surgical Video Captioning with Mutual-Modal Concept Alignment. 24-34 - Xinpeng Ding, Xiaowei Xu, Xiaomeng Li:
SEDSkill: Surgical Events Driven Method for Skill Assessment from Thoracoscopic Surgical Videos. 35-45 - Chen Yang, Kailing Wang, Yuehao Wang, Xiaokang Yang, Wei Shen:
Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues. 46-56 - Lennart Bastian, Daniel Derkacz-Bogner, Tony D. Wang, Benjamin Busam, Nassir Navab:
SegmentOR: Obtaining Efficient Operating Room Semantics Through Temporal Propagation. 57-67 - Long Bai, Mobarakol Islam, Hongliang Ren:
Revisiting Distillation for Continual Learning on Visual Question Localized-Answering in Robotic Surgery. 68-78 - Sylvain Thibeault, Stefan Parent, Samuel Kadoury:
Intra-operative Forecasting of Standing Spine Shape with Articulated Neural Kernel Fields. 79-89 - Beilei Cui, Minqing Zhang, Mengya Xu, An Wang, Wu Yuan, Hongliang Ren:
Rectifying Noisy Labels with Sequential Prior: Multi-scale Temporal Feature Affinity Learning for Robust Video Segmentation. 90-100 - Zhao Wang, Chang Liu, Shaoting Zhang, Qi Dou:
Foundation Model for Endoscopy Video Analysis via Large-Scale Self-supervised Pre-train. 101-111 - Paul Friedrich, Julia Wolleb, Florentin Bieder, Florian M. Thieringer, Philippe C. Cattin:
Point Cloud Diffusion Models for Automatic Implant Generation. 112-122 - Mingxian Yang, Yinran Chen, Bei Li, Zhiyuan Liu, Song Zheng, Jianhui Chen, Xiongbiao Luo:
A Novel Video-CTU Registration Method with Structural Point Similarity for FURS Navigation. 123-132 - Benjamin D. Killeen, Han Zhang, Jan Mangulabnan, Mehran Armand, Russell H. Taylor, Greg Osgood, Mathias Unberath:
Pelphix: Surgical Phase Recognition from X-Ray Images in Percutaneous Pelvic Fixation. 133-143 - Hao Yue, Yun Gu:
TCL: Triplet Consistent Learning for Odometry Estimation of Monocular Endoscope. 144-153 - Jialang Xu, Yueming Jin, Bruce Martin, Andrew P. T. Smith, Susan Wright, Danail Stoyanov, Evangelos B. Mazomenos:
Regressing Simulation to Real: Unsupervised Domain Adaptation for Automated Quality Assessment in Transoesophageal Echocardiography. 154-164 - Barak Ariel, Yariv Colbeci, Judith Rapoport Ferman, Dotan Asselmann, Omri Bar:
Estimated Time to Surgical Procedure Completion: An Exploration of Video Analysis Methods. 165-175 - Ying-Qiu Zheng, Harith Akram, Stephen M. Smith, Saâd Jbabdi:
A Transfer Learning Approach to Localising a Deep Brain Stimulation Target. 176-185 - Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen, Jungwook Lee, Hannah H. Deng, Jaime Gateno, Michael A. K. Liebschner, James J. Xia, Pingkun Yan:
Soft-Tissue Driven Craniomaxillofacial Surgical Planning. 186-195 - Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu, Jinming Duan, Jiang Liu:
ACT-Net: Anchor-Context Action Detection in Surgery Videos. 196-206 - Sasan Matinfar, Mehrdad Salehi, Shervin Dehghani, Nassir Navab:
From Tissue to Sound: Model-Based Sonification of Medical Imaging. 207-216 - Martin Huber, Sébastien Ourselin, Christos Bergeles, Tom Vercauteren:
Deep Homography Prediction for Endoscopic Camera Motion Imitation Learning. 217-226 - Nazim Haouchine, Reuben Dorent, Parikshit Juvekar, Erickson Torio, William M. Wells III, Tina Kapur, Alexandra J. Golby, Sarah F. Frisken:
Learning Expected Appearances for Intraoperative Registration During Neurosurgery. 227-237 - Adam Schmidt, Omid Mohareri, Simon P. DiMaio, Septimiu E. Salcudean:
SENDD: Sparse Efficient Neural Depth and Deformation for Tissue Tracking. 238-248 - Mohammad M. R. Khan, Yubo Fan, Benoit M. Dawant, Jack H. Noble:
Cochlear Implant Fold Detection in Intra-operative CT Using Weakly Supervised Multi-task Deep Learning. 249-259 - Baoru Huang, Yicheng Hu, Anh Nguyen, Stamatia Giannarou, Daniel S. Elson:
Detecting the Sensing Area of a Laparoscopic Probe in Minimally Invasive Cancer Surgery. 260-270 - Yuna Kato, Mariko Isogawa, Shohei Mori, Hideo Saito, Hiroki Kajita, Yoshifumi Takatsume:
High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical Lights. 271-280 - Lalithkumar Seenivasan, Mobarakol Islam, Gokul Kannan, Hongliang Ren:
SurgicalGPT: End-to-End Language-Vision GPT for Visual Question Answering in Surgery. 281-290 - Sidaty El Hadramy, Juan Verde, Nicolas Padoy, Stéphane Cotin:
Intraoperative CT Augmentation for Needle-Based Liver Interventions. 291-301 - Ege Özsoy, Tobias Czempiel, Felix Holm, Chantal Pellegrini, Nassir Navab:
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms. 302-311 - Yanzhen Liu, Sutuke Yibulayimu, Yudi Sang, Gang Zhu, Yu Wang, Chunpeng Zhao, Xinbao Wu:
Pelvic Fracture Segmentation Using a Multi-scale Distance-Weighted Neural Network. 312-321 - Sutuke Yibulayimu, Yanzhen Liu, Yudi Sang, Gang Zhu, Yu Wang, Jixuan Liu, Chao Shi, Chunpeng Zhao, Xinbao Wu:
Pelvic Fracture Reduction Planning Based on Morphable Models and Structural Constraints. 322-332 - Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Miroslaw Socha:
High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers. 333-343 - Morgan J. Ringel, Jon S. Heiselman, Winona L. Richey, Ingrid M. Meszoely, Michael I. Miga:
Regularized Kelvinlet Functions to Model Linear Elasticity for Image-to-Physical Registration of the Breast. 344-353 - Yannik Frisch, Moritz Fuchs, Antoine Sanner, Felix Anton Ucar, Marius Frenzel, Joana Wasielica-Poslednik, Adrian Gericke, Felix Mathias Wagner, Thomas Dratsch, Anirban Mukhopadhyay:
Synthesising Rare Cataract Surgery Samples with Guided Diffusion Models. 354-364 - Tiancheng Li, Yang Song, Peter Walker, Kai Pan, Victor A. van de Graaf, Liang Zhao, Shoudong Huang:
A Closed-Form Solution to Electromagnetic Sensor Based Intraoperative Limb Length Measurement in Total Hip Arthroplasty. 365-375 - Yubo Fan, Jianing Wang, Yiyuan Zhao, Rui Li, Han Liu, Robert F. Labadie, Jack H. Noble, Benoit M. Dawant:
A Unified Deep-Learning-Based Framework for Cochlear Implant Electrode Array Localization. 376-385 - Nisarg A. Shah, Shameema Sikder, S. Swaroop Vedula, Vishal M. Patel:
sfGLSFormer: Gated - Long, Short Sequence Transformer for Step Recognition in Surgical Videos. 386-396 - Long Bai, Mobarakol Islam, Hongliang Ren:
CAT-ViL: Co-attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery. 397-407 - 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. 408-417 - Michael Sommersperger, Shervin Dehghani, Philipp Matten, Kristina Mach, Hessam Roodaki, Ulrich Eck, Nassir Navab:
Intelligent Virtual B-Scan Mirror (IVBM). 418-428 - Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-Temporal Correspondence. 429-439 - Rui Wang, Sophokles Ktistakis, Siwei Zhang, Mirko Meboldt, Quentin Lohmeyer:
POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities. 440-450 - Yiliang Chen, Shengfeng He, Yueming Jin, Jing Qin:
Surgical Activity Triplet Recognition via Triplet Disentanglement. 451-461 - Jiangchang Xu, Yining Wei, Huifang Zhou, Yinwei Li, Xiaojun Chen:
Automatic Surgical Reconstruction for Orbital Blow-Out Fracture via Symmetric Prior Anatomical Knowledge-Guided Adversarial Generative Network. 462-471 - Adrito Das, Danyal Z. Khan, Simon C. Williams, John G. Hanrahan, Anouk Borg, Neil L. Dorward, Sophia Bano, Hani J. Marcus, Danail Stoyanov:
A Multi-task Network for Anatomy Identification in Endoscopic Pituitary Surgery. 472-482 - Vincent Bürgin, Raphael Prevost, Marijn F. Stollenga:
Robust Vertebra Identification Using Simultaneous Node and Edge Predicting Graph Neural Networks. 483-493 - Jianan Li, Yueming Jin, Yueyao Chen, Hon-Chi Yip, Markus Scheppach, Philip Wai Yan Chiu, Yeung Yam, Helen Mei-Ling Meng, Qi Dou:
Imitation Learning from Expert Video Data for Dissection Trajectory Prediction in Endoscopic Surgical Procedure. 494-504 - Saurav Sharma, Chinedu Innocent Nwoye, Didier Mutter, Nicolas Padoy:
Surgical Action Triplet Detection by Mixed Supervised Learning of Instrument-Tissue Interactions. 505-514 - 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. 515-524 - Elias Rüfenacht, Robert Poel, Amith Kamath, Ekin Ermis, Stefan Scheib, Michael K. Fix, Mauricio Reyes:
Dose Guidance for Radiotherapy-Oriented Deep Learning Segmentation. 525-534 - Dimitris Psychogyios, Francisco Vasconcelos, Danail Stoyanov:
Realistic Endoscopic Illumination Modeling for NeRF-Based Data Generation. 535-544 - Xinrui Yuan, Jiale Cheng, Fenqiang Zhao, Zhengwang Wu, Li Wang, Weili Lin, Yu Zhang, Gang Li:
Multi-task Joint Prediction of Infant Cortical Morphological and Cognitive Development. 545-554 - Golriz Hosseinimanesh, Farnoosh Ghadiri, François Guibault, Farida Cheriet, Julia Keren:
From Mesh Completion to AI Designed Crown. 555-565 - Nathan Lampen, Daeseung Kim, Xuanang Xu, Xi Fang, Jungwook Lee, Tianshu Kuang, Hannah H. Deng, Michael A. K. Liebschner, James J. Xia, Jaime Gateno, Pingkun Yan:
Spatiotemporal Incremental Mechanics Modeling of Facial Tissue Change. 566-575 - Wenzhangzhi Guo, Ty Trusty, Joel C. Davies, Vito Forte, Eitan Grinspun, Lueder A. Kahrs:
Analysis of Suture Force Simulations for Optimal Orientation of Rhomboid Skin Flaps. 576-586 - Mohamed A. Hassan, Brent W. Weyers, Julien Bec, Jinyi Qi, Dorina Gui, Arnaud F. Bewley, Marianne Abouyared, D. Gregory Farwell, Andrew C. Birkeland, Laura Marcu:
FLIm-Based in Vivo Classification of Residual Cancer in the Surgical Cavity During Transoral Robotic Surgery. 587-596 - Shaowu Peng, Pengcheng Zhao, Yongyu Ye, Junying Chen, Yunbing Chang, Xiaoqing Zheng:
Spinal Nerve Segmentation Method and Dataset Construction in Endoscopic Surgical Scenarios. 597-606 - Robin Mieling, Sarah Latus, Martin Fischer, Finn Behrendt, Alexander Schlaefer:
Optical Coherence Elastography Needle for Biomechanical Characterization of Deep Tissue. 607-617 - Jan Sellner, Silvia Seidlitz, Alexander Studier-Fischer, Alessandro Motta, Berkin Özdemir, Beat Peter Müller-Stich, Felix Nickel, Lena Maier-Hein:
Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. 618-627 - Sunish Mathews, Richard Caulfield, Callum D. Little, Malcolm C. Finlay, Adrien E. Desjardins:
Ultrasonic Tracking of a Rapid-Exchange Microcatheter with Simultaneous Pressure Sensing for Cardiovascular Interventions. 628-636 - Amine Yamlahi, Thuy Nuong Tran, Patrick Godau, Melanie Schellenberg, Dominik Michael, Finn-Henri Smidt, Jan-Hinrich Nölke, Tim J. Adler, Minu Dietlinde Tizabi, Chinedu Innocent Nwoye, Nicolas Padoy, Lena Maier-Hein:
Self-distillation for Surgical Action Recognition. 637-646 - Aditya Murali, Deepak Alapatt, Pietro Mascagni, Armine Vardazaryan, Alain Garcia, Nariaki Okamoto, Didier Mutter, Nicolas Padoy:
Encoding Surgical Videos as Latent Spatiotemporal Graphs for Object and Anatomy-Driven Reasoning. 647-657 - Charlie Budd, Jianrong Qiu, Oscar MacCormac, Martin Huber, Christopher E. Mower, Mirek Janatka, Théo Trotouin, Jonathan Shapey, Mads S. Bergholt, Tom Vercauteren:
Deep Reinforcement Learning Based System for Intraoperative Hyperspectral Video Autofocusing. 658-667 - Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao:
Towards Multi-modal Anatomical Landmark Detection for Ultrasound-Guided Brain Tumor Resection with Contrastive Learning. 668-678 - Marc Demoustier, Yue Zhang, Venkatesh Narasimha Murthy, Florin C. Ghesu, Dorin Comaniciu:
ConTrack: Contextual Transformer for Device Tracking in X-Ray. 679-688 - Soorena Salari, Amirhossein Rasoulian, Hassan Rivaz, Yiming Xiao:
FocalErrorNet: Uncertainty-Aware Focal Modulation Network for Inter-modal Registration Error Estimation in Ultrasound-Guided Neurosurgery. 689-698 - Callum D. Little, Shaoyan Zhang, Richard J. Colchester, Sacha Noimark, Sunish Mathews, Edward Zhang, Paul C. Beard, Malcolm C. Finlay, Tara M. Mastracci, Roby D. Rakhit, Adrien E. Desjardins:
Optical Ultrasound Imaging for Endovascular Repair of Abdominal Aortic Aneurysms: A Pilot Study. 699-707 - Loc Trinh, Tim Chu, Zijun Cui, Anand Malpani, Cherine Yang, Istabraq Dalieh, Alvin Hui, Oscar Gomez, Yan Liu, Andrew J. Hung:
Self-supervised Sim-to-Real Kinematics Reconstruction for Video-Based Assessment of Intraoperative Suturing Skills. 708-717 - Ao Wang, Ming Wu, Hao Qi, Wenkang Fan, Hong Shi, Jianhua Chen, Sunkui Ke, Yinran Chen, Xiongbiao Luo:
Cascade Transformer Encoded Boundary-Aware Multibranch Fusion Networks for Real-Time and Accurate Colonoscopic Lesion Segmentation. 718-727 - Rohan Raju Dhanakshirur, K. N. Ajay Shastry, Kaustubh Borgavi, Ashish Suri, Prem Kumar Kalra, Chetan Arora:
Learnable Query Initialization for Surgical Instrument Instance Segmentation. 728-738
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