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24th MICCAI 2021: Strasbourg, France - Part IV
- Marleen de Bruijne
, Philippe C. Cattin
Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27 - October 1, 2021, Proceedings, Part IV. Lecture Notes in Computer Science 12904, Springer 2021, ISBN 978-3-030-87201-4
Image Registration
- Yucheng Shu, Hao Wang, Bin Xiao, Xiuli Bi, Weisheng Li:
Medical Image Registration Based on Uncoupled Learning and Accumulative Enhancement. 3-13 - Jianing Wang, Dingjie Su, Yubo Fan, Srijata Chakravorti, Jack H. Noble, Benoit M. Dawant:
Atlas-based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks. 14-23 - Xu Chen, Yanda Meng
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. 24-34 - Tony C. W. Mok
Conditional Deformable Image Registration with Convolutional Neural Network. 35-45 - Xiang Chen
A Deep Discontinuity-Preserving Image Registration Network. 46-55 - Hengtao Guo
End-to-end Ultrasound Frame to Volume Registration. 56-65 - Xinrui Song
Cross-Modal Attention for MRI and Ultrasound Volume Registration. 66-75 - Jian Wang, Miaomiao Zhang:
Bayesian Atlas Building with Hierarchical Priors for Subject-Specific Regularization. 76-86 - Fengze Liu, Ke Yan, Adam P. Harrison
SAME: Deformable Image Registration Based on Self-supervised Anatomical Embeddings. 87-97 - Wei Shao
Weakly Supervised Registration of Prostate MRI and Histopathology Images. 98-107 - Yudi Sang
4D-CBCT Registration with a FBCT-derived Plug-and-Play Feasibility Regularizer. 108-117 - Balder Croquet, Daan Christiaens, Seth M. Weinberg, Michael M. Bronstein, Dirk Vandermeulen, Peter Claes
Unsupervised Diffeomorphic Surface Registration and Non-linear Modelling. 118-128 - Yungeng Zhang
Learning Dual Transformer Network for Diffeomorphic Registration. 129-138 - Liangjun Chen, Zhengwang Wu, Dan Hu, Yuchen Pei
Construction of Longitudinally Consistent 4D Infant Cerebellum Atlases Based on Deep Learning. 139-149 - Alexander Thorley, Xi Jia, Hyung Jin Chang
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration. 150-160 - Diya Sun
Spectral Embedding Approximation and Descriptor Learning for Craniofacial Volumetric Image Correspondence. 161-170 - Fenqiang Zhao, Zhengwang Wu, Li Wang
A Deep Network for Joint Registration and Parcellation of Cortical Surfaces. 171-181 - Shuntaro Mizoe, Yoshito Otake, Takuma Miyamoto
4D-Foot: A Fully Automated Pipeline of Four-Dimensional Analysis of the Foot Bones Using Bi-plane X-Ray Video and CT. 182-192 - Daniel Moyer, Esra Abaci Turk, Patricia Ellen Grant, William M. Wells III, Polina Golland:
Equivariant Filters for Efficient Tracking in 3D Imaging. 193-202 - Lasse Hansen
Revisiting Iterative Highly Efficient Optimisation Schemes in Medical Image Registration. 203-212 - Junshen Xu, Eric Z. Chen, Xiao Chen, Terrence Chen, Shanhui Sun:
Multi-scale Neural ODEs for 3D Medical Image Registration. 213-223
Image-Guided Interventions and Surgery
- Baoru Huang, Jian-Qing Zheng
Self-supervised Generative Adversarial Network for Depth Estimation in Laparoscopic Images. 227-237 - Liset Vázquez Romaguera, Tal Mezheritsky, Samuel Kadoury:
Personalized Respiratory Motion Model Using Conditional Generative Networks for MR-Guided Radiotherapy. 238-248 - Andrei Svecic, Gilles Soulez, Frederic Monet, Raman Kashyap, Samuel Kadoury:
Multimodal Sensing Guidewire for C-Arm Navigation with Random UV Enhanced Optical Sensors Using Spatio-Temporal Networks. 249-258 - Megumi Nakao
Image-to-Graph Convolutional Network for Deformable Shape Reconstruction from a Single Projection Image. 259-268 - Mengya Xu, Mobarakol Islam
Class-Incremental Domain Adaptation with Smoothing and Calibration for Surgical Report Generation. 269-278 - Adam Schmidt, Septimiu E. Salcudean:
Real-Time Rotated Convolutional Descriptor for Surgical Environments. 279-289 - Jinglu Zhang, Yinyu Nie
Surgical Instruction Generation with Transformers. 290-299 - Mert Asim Karaoglu, Nikolas Brasch, Marijn F. Stollenga, Wolfgang Wein, Nassir Navab, Federico Tombari, Alexander Ladikos:
Adversarial Domain Feature Adaptation for Bronchoscopic Depth Estimation. 300-310 - Julian Alpers, Daniel L. Reimert, Maximilian Rötzer
2.5D Thermometry Maps for MRI-Guided Tumor Ablation. 311-320 - David Owen
Detection of Critical Structures in Laparoscopic Cholecystectomy Using Label Relaxation and Self-supervision. 321-330 - Haoyin Zhou, Jagadeesan Jayender:
EMDQ-SLAM: Real-Time High-Resolution Reconstruction of Soft Tissue Surface from Stereo Laparoscopy Videos. 331-340 - Jiacheng Wang
Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video. 341-351 - Lisa Kausch, Sarina Thomas, Holger Kunze
C-Arm Positioning for Spinal Standard Projections in Different Intra-operative Settings. 352-362 - Elvis C. S. Chen
Quantitative Assessments for Ultrasound Probe Calibration. 363-372 - Eleonora Tagliabue, Marco Piccinelli, Diego Dall'Alba, Juan Verde, Micha Pfeiffer, Riccardo Marin, Stefanie Speidel
Intra-operative Update of Boundary Conditions for Patient-Specific Surgical Simulation. 373-382 - Srikrishna Jaganathan, Jian Wang, Anja Borsdorf, Karthik Shetty, Andreas Maier:
Deep Iterative 2D/3D Registration. 383-392 - Jihun Yoon, Jiwon Lee, Sunghwan Heo, Hayeong Yu, Jayeon Lim, Chi Hyun Song, SeulGi Hong, Seungbum Hong, Bokyung Park, SungHyun Park, Woo Jin Hyung
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries. 393-402 - Megha Kalia
Co-generation and Segmentation for Generalized Surgical Instrument Segmentation on Unlabelled Data. 403-412
Surgical Data Science
- Yonghao Long, Zhaoshuo Li, Chi Hang Yee, Chi-Fai Ng, Russell H. Taylor, Mathias Unberath, Qi Dou:
E-DSSR: Efficient Dynamic Surgical Scene Reconstruction with Transformer-Based Stereoscopic Depth Perception. 415-425 - Andrés Marafioti, Michel Hayoz
CataNet: Predicting Remaining Cataract Surgery Duration. 426-435 - Patrick Godau
Task Fingerprinting for Meta Learning inBiomedical Image Analysis. 436-446 - Matthias Seibold
Acoustic-Based Spatio-Temporal Learning for Press-Fit Evaluation of Femoral Stem Implants. 447-456
Surgical Planning and Simulation
- Lei Ma, Daeseung Kim
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. 459-468 - Deqiang Xiao, Hannah H. Deng, Tianshu Kuang
A Self-supervised Deep Framework for Reference Bony Shape Estimation in Orthognathic Surgical Planning. 469-477 - Yankun Lang, Hannah H. Deng, Deqiang Xiao, Chunfeng Lian, Tianshu Kuang
DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models. 478-487 - Abdullah-Al-Zubaer Imran
Personalized CT Organ Dose Estimation from Scout Images. 488-498 - Sonia Martinot, Norbert Bus, Maria Vakalopoulou, Charlotte Robert, Eric Deutsch, Nikos Paragios:
High-Particle Simulation of Monte-Carlo Dose Distribution with 3D ConvLSTMs. 499-508 - Theodoros Pissas
Effective Semantic Segmentation in Cataract Surgery: What Matters Most? 509-518 - Paula López Diez
Facial and Cochlear Nerves Characterization Using Deep Reinforcement Learning for Landmark Detection. 519-528 - 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. 529-539 - Joëlle Ackermann, Matthias Wieland, Armando Hoch, Reinhold Ganz, Jess Gerrit Snedeker, Martin R. Oswald, Marc Pollefeys
A New Approach to Orthopedic Surgery Planning Using Deep Reinforcement Learning and Simulation. 540-549 - Fanwei Kong
Whole Heart Mesh Generation for Image-Based Computational Simulations by Learning Free-From Deformations. 550-559 - Florian Kordon
Automatic Path Planning for Safe Guide Pin Insertion in PCL Reconstruction Surgery. 560-570 - Ruiliang Gao, Jörg Peters:
Improving Hexahedral-FEM-Based Plasticity in Surgery Simulation. 571-580 - Tajwar Abrar Aleef
Rapid Treatment Planning for Low-dose-rate Prostate Brachytherapy with TP-GAN. 581-590
Surgical Skill and Work Flow Analysis
- Xiaojie Gao, Yueming Jin, Yonghao Long, Qi Dou, Pheng-Ann Heng:
Trans-SVNet: Accurate Phase Recognition from Surgical Videos via Hybrid Embedding Aggregation Transformer. 593-603 - Tobias Czempiel, Magdalini Paschali
OperA: Attention-Regularized Transformers for Surgical Phase Recognition. 604-614 - Kun Yuan, Matthew Holden, Shijian Gao, Won-Sook Lee:
Surgical Workflow Anticipation Using Instrument Interaction. 615-625 - Adam Schmidt, Aidean Sharghi, Helene Haugerud, Daniel Oh, Omid Mohareri:
Multi-view Surgical Video Action Detection via Mixed Global View Attention. 626-635 - Anirban Dutta, Anil Kamat, Basiel Makled, Jack Norfleet, Xavier Intes, Suvranu De:
Interhemispheric Functional Connectivity in the Primary Motor Cortex Distinguishes Between Training on a Physical and a Virtual Surgical Simulator. 636-644
Surgical Visualization and Mixed, Augmented and Virtual Reality
- Tom François
Image-Based Incision Detection for Topological Intraoperative 3D Model Update in Augmented Reality Assisted Laparoscopic Surgery. 647-656 - Yamid Espinel, Lilian Calvet, Karim Botros, Emmanuel Buc, Christophe Tilmant, Adrien Bartoli:
Using Multiple Images and Contours for Deformable 3D-2D Registration of a Preoperative CT in Laparoscopic Liver Surgery. 657-666 - Mitchell Doughty
SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance. 667-677
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