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ORCID24th MICCAI 2021: Strasbourg, France - Part IV
- Marleen de Bruijne
, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert:
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, Yitian Zhao, Rachel Williams, Srinivasa R. Vallabhaneni, Yalin Zheng:
Learning Unsupervised Parameter-Specific Affine Transformation for Medical Images Registration. 24-34 - Tony C. W. Mok, Albert C. S. Chung:
Conditional Deformable Image Registration with Convolutional Neural Network. 35-45 - Xiang Chen, Yan Xia, Nishant Ravikumar, Alejandro F. Frangi:
A Deep Discontinuity-Preserving Image Registration Network. 46-55 - Hengtao Guo, Xuanang Xu, Sheng Xu, Bradford J. Wood, Pingkun Yan:
End-to-end Ultrasound Frame to Volume Registration. 56-65 - Xinrui Song, Hengtao Guo, Xuanang Xu, Hanqing Chao, Sheng Xu, Baris Turkbey, Bradford J. Wood, Ge Wang, Pingkun Yan:
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, Dazhou Guo, Le Lu, Alan L. Yuille, Lingyun Huang, Guotong Xie, Jing Xiao, Xianghua Ye, Dakai Jin:
SAME: Deformable Image Registration Based on Self-supervised Anatomical Embeddings. 87-97 - Wei Shao, Indrani Bhattacharya, Simon John Christoph Soerensen, Christian A. Kunder, Jeffrey B. Wang, Richard E. Fan, Pejman Ghanouni, James D. Brooks, Geoffrey A. Sonn, Mirabela Rusu:
Weakly Supervised Registration of Prostate MRI and Histopathology Images. 98-107 - Yudi Sang, Dan Ruan:
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, Yuru Pei, Hongbin Zha:
Learning Dual Transformer Network for Diffeomorphic Registration. 129-138 - Liangjun Chen, Zhengwang Wu, Dan Hu, Yuchen Pei, Fenqiang Zhao, Yue Sun, Ya Wang, Weili Lin, Li Wang, Gang Li:
Construction of Longitudinally Consistent 4D Infant Cerebellum Atlases Based on Deep Learning. 139-149 - Alexander Thorley, Xi Jia, Hyung Jin Chang, Boyang Liu, Karina Bunting, Victoria Stoll, Antonio de Marvao, Declan P. O'Regan, Georgios V. Gkoutos, Dipak Kotecha, Jinming Duan:
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration. 150-160 - Diya Sun, Yungeng Zhang, Yuru Pei, Tianmin Xu, Hongbin Zha:
Spectral Embedding Approximation and Descriptor Learning for Craniofacial Volumetric Image Correspondence. 161-170 - Fenqiang Zhao, Zhengwang Wu, Li Wang, Weili Lin, Shunren Xia, Gang Li:
A Deep Network for Joint Registration and Parcellation of Cortical Surfaces. 171-181 - Shuntaro Mizoe, Yoshito Otake, Takuma Miyamoto, Mazen Soufi, Satoko Nakao, Yasuhito Tanaka, Yoshinobu Sato:
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, Mattias P. Heinrich:
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, Anh Nguyen, David Tuch, Kunal Vyas, Stamatia Giannarou, Daniel S. Elson:
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, Fei Tong, Mitsuhiro Nakamura, Tetsuya Matsuda:
Image-to-Graph Convolutional Network for Deformable Shape Reconstruction from a Single Projection Image. 259-268 - Mengya Xu, Mobarakol Islam, Chwee Ming Lim, Hongliang Ren:
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, Jian Chang, Jian-Jun Zhang:
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, Thomas Gerlach, Marcel Gutberlet, Frank K. Wacker, Bennet Hensen, Christian Hansen:
2.5D Thermometry Maps for MRI-Guided Tumor Ablation. 311-320 - David Owen, Maria Grammatikopoulou, Imanol Luengo, Danail Stoyanov:
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, Yueming Jin, Liansheng Wang, Shuntian Cai, Pheng-Ann Heng, Jing Qin:
Efficient Global-Local Memory for Real-Time Instrument Segmentation of Robotic Surgical Video. 341-351 - Lisa Kausch, Sarina Thomas, Holger Kunze, Tobias Norajitra, André Klein, Jan Siad El Barbari, Maxim Privalov, Sven Yves Vetter, Andreas H. Mahnken, Lena Maier-Hein, Klaus H. Maier-Hein:
C-Arm Positioning for Spinal Standard Projections in Different Intra-operative Settings. 352-362 - Elvis C. S. Chen, Burton Ma, Terry M. Peters:
Quantitative Assessments for Ultrasound Probe Calibration. 363-372 - Eleonora Tagliabue, Marco Piccinelli, Diego Dall'Alba, Juan Verde, Micha Pfeiffer, Riccardo Marin, Stefanie Speidel, Paolo Fiorini, Stéphane Cotin:
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, Chihyun Song, SeulGi Hong, Seungbum Hong, Bokyung Park, SungHyun Park, Woo Jin Hyung, Min-Kook Choi:
hSDB-instrument: Instrument Localization Database for Laparoscopic and Robotic Surgeries. 393-402 - 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. 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, Mathias Gallardo, Pablo Márquez-Neila, Sebastian Wolf, Martin Zinkernagel, Raphael Sznitman:
CataNet: Predicting Remaining Cataract Surgery Duration. 426-435 - Patrick Godau, Lena Maier-Hein:
Task Fingerprinting for Meta Learning inBiomedical Image Analysis. 436-446 - Matthias Seibold, Armando Hoch, Daniel Suter, Mazda Farshad, Patrick Oliver Zingg, Nassir Navab, Philipp Fürnstahl:
Acoustic-Based Spatio-Temporal Learning for Press-Fit Evaluation of Femoral Stem Implants. 447-456
Surgical Planning and Simulation
- Lei Ma, Daeseung Kim, Chunfeng Lian, Deqiang Xiao, Tianshu Kuang, Qin Liu, Yankun Lang, Hannah H. Deng, Jaime Gateno, Ye Wu, Erkun Yang, Michael A. K. Liebschner, James J. Xia, Pew-Thian Yap:
Deep Simulation of Facial Appearance Changes Following Craniomaxillofacial Bony Movements in Orthognathic Surgical Planning. 459-468 - Deqiang Xiao, Hannah H. Deng, Tianshu Kuang, Lei Ma, Qin Liu, Xu Chen, Chunfeng Lian, Yankun Lang, Daeseung Kim, Jaime Gateno, Steve Guo-Fang Shen, Dinggang Shen, Pew-Thian Yap, James J. Xia:
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, Jaime Gateno, Pew-Thian Yap, James J. Xia:
DLLNet: An Attention-Based Deep Learning Method for Dental Landmark Localization on High-Resolution 3D Digital Dental Models. 478-487 - Abdullah-Al-Zubaer Imran, Sen Wang, Debashish Pal, Sandeep Dutta, Bhavik N. Patel, Evan Zucker, Adam S. Wang:
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, Claudio S. Ravasio, Lyndon Da Cruz, Christos Bergeles:
Effective Semantic Segmentation in Cataract Surgery: What Matters Most? 509-518 - Paula López Diez, Josefine Vilsbøll Sundgaard, François Patou, Ján Margeta, Rasmus Reinhold Paulsen:
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, Patrick Oliver Zingg, Hooman Esfandiari, Philipp Fürnstahl:
A New Approach to Orthopedic Surgery Planning Using Deep Reinforcement Learning and Simulation. 540-549 - Fanwei Kong, Shawn C. Shadden:
Whole Heart Mesh Generation for Image-Based Computational Simulations by Learning Free-From Deformations. 550-559 - Florian Kordon, Andreas Maier, Benedict Swartman, Maxim Privalov, Jan Siad El Barbari, Holger Kunze:
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, Ingrid T. Spadinger, Michael D. Peacock, Septimiu E. Salcudean, Seyedeh Sara Mahdavi:
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, Daniel Ostler, Seong Tae Kim, Benjamin Busam, Nassir Navab:
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, Lilian Calvet, Callyane Sève-d'Erceville, Nicolas Bourdel, Adrien Bartoli:
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, Karan Singh, Nilesh R. Ghugre:
SurgeonAssist-Net: Towards Context-Aware Head-Mounted Display-Based Augmented Reality for Surgical Guidance. 667-677
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