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26th MICCAI 2023: Vancouver, BC, Canada - Part IX
- Hayit Greenspan, Anant Madabhushi
, Parvin Mousavi, Septimiu E. Salcudean
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
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
Neural LerPlane Representations for Fast 4D Reconstruction of Deformable Tissues. 46-56 - Lennart Bastian
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
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
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
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
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
A Transfer Learning Approach to Localising a Deep Brain Stimulation Target. 176-185 - Xi Fang, Daeseung Kim, Xuanang Xu, Tianshu Kuang, Nathan Lampen
Soft-Tissue Driven Craniomaxillofacial Surgical Planning. 186-195 - Luoying Hao, Yan Hu, Wenjun Lin, Qun Wang, Heng Li, Huazhu Fu
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
Deep Homography Prediction for Endoscopic Camera Motion Imitation Learning. 217-226 - Nazim Haouchine, Reuben Dorent, Parikshit Juvekar
Learning Expected Appearances for Intraoperative Registration During Neurosurgery. 227-237 - Adam Schmidt
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
Detecting the Sensing Area of a Laparoscopic Probe in Minimally Invasive Cancer Surgery. 260-270 - Yuna Kato, Mariko Isogawa, Shohei Mori
High-Quality Virtual Single-Viewpoint Surgical Video: Geometric Autocalibration of Multiple Cameras in Surgical Lights. 271-280 - Lalithkumar Seenivasan
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
Pelvic Fracture Segmentation Using a Multi-scale Distance-Weighted Neural Network. 312-321 - Sutuke Yibulayimu
Pelvic Fracture Reduction Planning Based on Morphable Models and Structural Constraints. 322-332 - Marek Wodzinski
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
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
Multi-view Guidance for Self-supervised Monocular Depth Estimation on Laparoscopic Images via Spatio-Temporal Correspondence. 429-439 - Rui Wang
POV-Surgery: A Dataset for Egocentric Hand and Tool Pose Estimation During Surgical Activities. 440-450 - Yiliang Chen, Shengfeng He
Surgical Activity Triplet Recognition via Triplet Disentanglement. 451-461 - Jiangchang Xu
Automatic Surgical Reconstruction for Orbital Blow-Out Fracture via Symmetric Prior Anatomical Knowledge-Guided Adversarial Generative Network. 462-471 - Adrito Das, Danyal Z. Khan
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
Dose Guidance for Radiotherapy-Oriented Deep Learning Segmentation. 525-534 - Dimitris Psychogyios
Realistic Endoscopic Illumination Modeling for NeRF-Based Data Generation. 535-544 - Xinrui Yuan, Jiale Cheng, Fenqiang Zhao, Zhengwang Wu, Li Wang
Multi-task Joint Prediction of Infant Cortical Morphological and Cognitive Development. 545-554 - Golriz Hosseinimanesh
From Mesh Completion to AI Designed Crown. 555-565 - Nathan Lampen
Spatiotemporal Incremental Mechanics Modeling of Facial Tissue Change. 566-575 - Wenzhangzhi Guo
Analysis of Suture Force Simulations for Optimal Orientation of Rhomboid Skin Flaps. 576-586 - Mohamed A. Hassan, Brent W. Weyers, Julien Bec, Jinyi Qi
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
Optical Coherence Elastography Needle for Biomechanical Characterization of Deep Tissue. 607-617 - Jan Sellner
Semantic Segmentation of Surgical Hyperspectral Images Under Geometric Domain Shifts. 618-627 - Sunish Mathews
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
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
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
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
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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