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26th MICCAI 2023: Vancouver, BC, Canada - Part VII
- 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 VII. Lecture Notes in Computer Science 14226, Springer 2023, ISBN 978-3-031-43989-6
Clinical Applications - Abdomen
- Qinji Yu, Nan Xi, Junsong Yuan
Source-Free Domain Adaptation for Medical Image Segmentation via Prototype-Anchored Feature Alignment and Contrastive Learning. 3-12 - Taro Hatsutani, Akimichi Ichinose, Keigo Nakamura, Yoshiro Kitamura:
Segmentation of Kidney Tumors on Non-Contrast CT Images Using Protuberance Detection Network. 13-22 - Chong Wang, Daoqiang Zhang, Rongjun Ge:
Eye-Guided Dual-Path Network for Multi-organ Segmentation of Abdomen. 23-32 - Meng Han, Xiangde Luo, Wenjun Liao, Shichuan Zhang, Shaoting Zhang, Guotai Wang:
Scribble-Based 3D Multiple Abdominal Organ Segmentation via Triple-Branch Multi-Dilated Network with Pixel- and Class-Wise Consistency. 33-42 - Zailiang Chen, Jiang Zhu, Hailan Shen, Hui Liu, Yajing Li, Rongchang Zhao, Feiyang Yu:
Geometry-Adaptive Network for Robust Detection of Placenta Accreta Spectrum Disorders. 43-53
Clinical Applications - Breast
- Xin Wang, Tao Tan, Yuan Gao, Luyi Han, Tianyu Zhang, Chunyao Lu, Regina Beets-Tan, Ruisheng Su
DisAsymNet: Disentanglement of Asymmetrical Abnormality on Bilateral Mammograms Using Self-adversarial Learning. 57-67 - Changkai Ji, Changde Du, Qing Zhang, Sheng Wang, Chong Ma, Jiaming Xie, Yan Zhou, Huiguang He, Dinggang Shen:
Mammo-Net: Integrating Gaze Supervision and Interactive Information in Multi-view Mammogram Classification. 68-78 - Tianyu Zhang, Luyi Han, Anna D'Angelo, Xin Wang, Yuan Gao, Chunyao Lu, Jonas Teuwen, Regina Beets-Tan, Tao Tan, Ritse Mann:
Synthesis of Contrast-Enhanced Breast MRI Using T1- and Multi-b-Value DWI-Based Hierarchical Fusion Network with Attention Mechanism. 79-88 - Meiyu Li, Kaicong Sun, Yuning Gu, Kai Zhang, Yiqun Sun, Zhenhui Li, Dinggang Shen:
Developing Large Pre-trained Model for Breast Tumor Segmentation from Ultrasound Images. 89-96
Clinical Applications - Cardiac
- Zhe Xu, Jiangpeng Yan, Donghuan Lu, Yixin Wang, Jie Luo, Yefeng Zheng, Raymond Kai-Yu Tong:
Towards Expert-Amateur Collaboration: Prototypical Label Isolation Learning for Left Atrium Segmentation with Mixed-Quality Labels. 99-109 - Baihong Xie
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. 110-120 - Xin You
Semantic Difference Guidance for the Uncertain Boundary Segmentation of CT Left Atrial Appendage. 121-131 - Xiaoxiao He
DMCVR: Morphology-Guided Diffusion Model for 3D Cardiac Volume Reconstruction. 132-142 - Haoran Dou, Nishant Ravikumar, Alejandro F. Frangi
A Conditional Flow Variational Autoencoder for Controllable Synthesis of Virtual Populations of Anatomy. 143-152 - Weihang Dai
Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes. 153-162 - Yubo Ye, Huafeng Liu, Xiajun Jiang, Maryam Toloubidokhti, Linwei Wang:
A Spatial-Temporally Adaptive PINN Framework for 3D Bi-Ventricular Electrophysiological Simulations and Parameter Inference. 163-172 - Yu Deng, Hao Xu, Sashya Rodrigo, Steven E. Williams, Michelle C. Williams, Steven A. Niederer, Kuberan Pushparajah, Alistair A. Young:
ModusGraph: Automated 3D and 4D Mesh Model Reconstruction from Cine CMR with Improved Accuracy and Efficiency. 173-183 - Jinho Joo
Twelve-Lead ECG Reconstruction from Single-Lead Signals Using Generative Adversarial Networks. 184-194 - Yashi Li, Huihui Ye, Huafeng Liu:
Forward-Solution Aided Deep-Learning Framework for Patient-Specific Noninvasive Cardiac Ectopic Pacing Localization. 195-205 - Prasun C. Tripathi, Md. Naimul Islam Suvon
Tensor-Based Multimodal Learning for Prediction of Pulmonary Arterial Wedge Pressure from Cardiac MRI. 206-215 - Eduardo Castañeda, Masahito Suzuki, Hiroshi Ashikaga, Èric Lluch, Felix Meister, Viorel Mihalef, Chloé Audigier, Andreas K. Maier, Henry R. Halperin, Tiziano Passerini:
Virtual Heart Models Help Elucidate the Role of Border Zone in Sustained Monomorphic Ventricular Tachycardia. 216-225 - Eyal Hanania
PCMC-T1: Free-Breathing Myocardial T1 Mapping with Physically-Constrained Motion Correction. 226-235 - Ke Xiao
Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging. 236-246
Clinical Applications - Dermatology
- Siyuan Yan, Chi Liu
EPVT: Environment-Aware Prompt Vision Transformer for Domain Generalization in Skin Lesion Recognition. 249-259 - Wei-Lun Huang, Davood Tashayyod, Jun Kang, Amir Gandjbakhche, Michael Kazhdan, Mehran Armand:
Skin Lesion Correspondence Localization in Total Body Photography. 260-269 - Héctor Carrión, Narges Norouzi:
FEDD - Fair, Efficient, and Diverse Diffusion-Based Lesion Segmentation and Malignancy Classification. 270-279
Clinical Applications - Fetal Imaging
- Shijia Zhou
Improving Automatic Fetal Biometry Measurement with Swoosh Activation Function. 283-292 - Hamza Kebiri
Robust Estimation of the Microstructure of the Early Developing Brain Using Deep Learning. 293-303 - Mingxuan Lu
HACL-Net: Hierarchical Attention and Contrastive Learning Network for MRI-Based Placenta Accreta Spectrum Diagnosis. 304-314 - Jia Fu, Tao Lu, Shaoting Zhang, Guotai Wang:
UM-CAM: Uncertainty-weighted Multi-resolution Class Activation Maps for Weakly-supervised Fetal Brain Segmentation. 315-324 - Zihang Xu, Haifan Gong, Xiang Wan, Haofeng Li:
ASC: Appearance and Structure Consistency for Unsupervised Domain Adaptation in Fetal Brain MRI Segmentation. 325-335 - Priscille de Dumast
Simulation-Based Parameter Optimization for Fetal Brain MRI Super-Resolution Reconstruction. 336-346 - Michal K. Grzeszczyk, Szymon Plotka, Beata Rebizant, Katarzyna Kosinska-Kaczynska, Michal Lipa
TabAttention: Learning Attention Conditionally on Tabular Data. 347-357 - Kelly Payette
An Automated Pipeline for Quantitative T2* Fetal Body MRI and Segmentation at Low Field. 358-367
Clinical Applications - Lung
- Zhihao Chen, Yang Zhou, Anh Tran, Junting Zhao, Liang Wan, Gideon Ooi, Lionel Tim-Ee Cheng, Choon Hua Thng, Xinxing Xu, Yong Liu, Huazhu Fu
Medical Phrase Grounding with Region-Phrase Context Contrastive Alignment. 371-381 - Ziqiao Weng, Jiancheng Yang
Topology Repairing of Disconnected Pulmonary Airways and Vessels: Baselines and a Dataset. 382-392 - Weihao Yu, Hao Zheng, Yun Gu, Fangfang Xie, Jiayuan Sun, Jie Yang:
AirwayFormer: Structure-Aware Boundary-Adaptive Transformers for Airway Anatomical Labeling. 393-402 - Yiming Lei, Zilong Li, Yan Shen, Junping Zhang, Hongming Shan
CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction. 403-412 - Leihao Wei, Anil Yadav, William Hsu
CTFlow: Mitigating Effects of Computed Tomography Acquisition and Reconstruction with Normalizing Flows. 413-422 - Brian Teixeira, Vivek K. Singh, Birgi Tamersoy, Andreas Prokein, Ankur Kapoor:
Automated CT Lung Cancer Screening Workflow Using 3D Camera. 423-431
Clinical Applications - Musculoskeletal
- Xiaofeng Liu, Fangxu Xing, Maureen Stone, Jiachen Zhuo, Sidney S. Fels, Jerry L. Prince, Georges El Fakhri, Jonghye Woo:
Speech Audio Synthesis from Tagged MRI and Non-negative Matrix Factorization via Plastic Transformer. 435-445 - Magdalena Bachmaier, Maximilian Rohleder
Robust Hough and Spatial-To-Angular Transform Based Rotation Estimation for Orthopedic X-Ray Images. 446-455 - Fan Duan
3D Dental Mesh Segmentation Using Semantics-Based Feature Learning with Graph-Transformer. 456-465 - Yifei Long, Jiayi Pan, Yan Xi, Jianjia Zhang, Weiwen Wu:
Full Image-Index Remainder Based Single Low-Dose DR/CT Self-supervised Denoising. 466-475 - Lisa Kausch, Sarina Thomas, Holger Kunze, Jan Siad El Barbari, Klaus H. Maier-Hein:
Shape-Based Pose Estimation for Automatic Standard Views of the Knee. 476-486 - Marilyn Keller, Marcell Krall, James Smith, Hans Clement, Alexander M. Kerner, Andreas Gradischar, Ute Schäfer, Michael J. Black, Annelie Weinberg, Sergi Pujades:
Optimizing the 3D Plate Shape for Proximal Humerus Fractures. 487-496 - Yi Gu, Yoshito Otake, Keisuke Uemura, Masaki Takao
MSKdeX: Musculoskeletal (MSK) Decomposition from an X-Ray Image for Fine-Grained Estimation of Lean Muscle Mass and Muscle Volume. 497-507
Clinical Applications - Oncology
- Yihua Sun, Hee Guan Khor, Sijuan Huang, Qi Chen, Shaobin Wang, Xin Yang, Hongen Liao:
Second-Course Esophageal Gross Tumor Volume Segmentation in CT with Prior Anatomical and Radiotherapy Information. 511-520 - Mingyu Wang, Yi Li, Bin Huang, Chenglang Yuan, Yangdi Wang, Yanji Luo, Bingsheng Huang:
Self-feedback Transformer: A Multi-label Diagnostic Model for Real-World Pancreatic Neuroendocrine Neoplasms Data. 521-530 - Balint Kovacs
Anatomy-Informed Data Augmentation for Enhanced Prostate Cancer Detection. 531-540 - Wen Li, Dan Zhao, Zhi Chen, Zhou Huang, Saikit Lam
Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma. 541-550 - Xiaofei Wang, Stephen Price, Chao Li
Multi-task Learning of Histology and Molecular Markers for Classifying Diffuse Glioma. 551-561 - Amoon Jamzad, Fahimeh Fooladgar, Laura Connolly, Dilakshan Srikanthan
Bridging Ex-Vivo Training and Intra-operative Deployment for Surgical Margin Assessment with Evidential Graph Transformer. 562-571 - Tianyi Ling, Chengyi Wu, Huan Yu, Tian Cai, Da Wang, Yincong Zhou, Ming Chen, Kefeng Ding:
Probabilistic Modeling Ensemble Vision Transformer Improves Complex Polyp Segmentation. 572-581
Clinical Applications - Ophthalmology
- Yihua Sun, Dawei Li, Seongho Kim, Ya Xing Wang, Jinyuan Wang, Tien Yin Wong, Hongen Liao, Su Jeong Song:
Retinal Thickness Prediction from Multi-modal Fundus Photography. 585-595 - Ke Zou, Tian Lin, Xuedong Yuan, Haoyu Chen, Xiaojing Shen, Meng Wang, Huazhu Fu
Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions. 596-606 - Shouyue Liu, Jinkui Hao, Yanwu Xu, Huazhu Fu, Xinyu Guo, Jiang Liu, Yalin Zheng, Yonghuai Liu, Jiong Zhang, Yitian Zhao:
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images. 607-617 - Zheang Huai
Context-Aware Pseudo-label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation. 618-628 - Zhen Yu, Ruiye Chen, Peng Gui, Lie Ju, Xianwen Shang
Retinal Age Estimation with Temporal Fundus Images Enhanced Progressive Label Distribution Learning. 629-638 - Lehan Wang, Weihang Dai, Mei Jin, Chubin Ou, Xiaomeng Li:
Fundus-Enhanced Disease-Aware Distillation Model for Retinal Disease Classification from OCT Images. 639-648 - Zipei Yan, Dong Liang
VF-HM: Vision Loss Estimation Using Fundus Photograph for High Myopia. 649-659 - Sanqian Li, Risa Higashita, Huazhu Fu
Content-Preserving Diffusion Model for Unsupervised AS-OCT Image Despeckling. 660-670 - Shuai Cheng, Qingshan Hou, Peng Cao, Jinzhu Yang, Xiaoli Liu, Osmar R. Zaïane:
Lesion-Aware Contrastive Learning for Diabetic Retinopathy Diagnosis. 671-681 - Puxun Tu
Efficient Spatiotemporal Learning of Microscopic Video for Augmented Reality-Guided Phacoemulsification Cataract Surgery. 682-692 - Khondker Fariha Hossain
Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. 693-703 - You Zhou
Representation, Alignment, Fusion: A Generic Transformer-Based Framework for Multi-modal Glaucoma Recognition. 704-713 - Mohsin Challoob, Yongsheng Gao, Andrew Busch
A Modulatory Elongated Model for Delineating Retinal Microvasculature in OCTA Images. 714-723 - Robbie Holland, Oliver Leingang, Christopher Holmes, Philipp Anders, Rebecca Kaye, Sophie Riedl, Johannes C. Paetzold, Ivan Ezhov, Hrvoje Bogunovic, Ursula Schmidt-Erfurth, Hendrik P. N. Scholl, Sobha Sivaprasad
Clustering Disease Trajectories in Contrastive Feature Space for Biomarker Proposal in Age-Related Macular Degeneration. 724-734 - Qian Zhou
Incomplete Multimodal Learning for Visual Acuity Prediction After Cataract Surgery Using Masked Self-Attention. 735-744 - Zhaojie Fang, Zhanghao Chen
UWAT-GAN: Fundus Fluorescein Angiography Synthesis via Ultra-Wide-Angle Transformation Multi-scale GAN. 745-755
Clinical Applications - Vascular
- Zhixing Zhang, Ziwei Zhao, Dong Wang, Shishuang Zhao, Yuhang Liu
Topology-Preserving Automatic Labeling of Coronary Arteries via Anatomy-Aware Connection Classifier. 759-769 - Ruisheng Su
AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography. 770-780 - Patryk Rygiel
CenterlinePointNet++: A New Point Cloud Based Architecture for Coronary Artery Pressure Drop and vFFR Estimation. 781-790 - Xiao Zhang, Feihong Liu, Yuning Gu, Xiaosong Xiong, Caiwen Jiang, Jun Feng, Dinggang Shen:
SPR-Net: Structural Points Based Registration for Coronary Arteries Across Systolic and Diastolic Phases. 791-801 - Ardit Ramadani, Peter Ewert, Heribert Schunkert, Nassir Navab:
WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-Guided Procedures. 802-811
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