- 2023
- Tomé Albuquerque, Mei Ling Fang, Benedikt Wiestler, Claire Delbridge, Maria João M. Vasconcelos, Jaime S. Cardoso, Peter J. Schüffler:
Multimodal Context-Aware Detection of Glioma Biomarkers Using MRI and WSI. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 157-167 - Zhangxing Bian, Shuwen Wei, Yihao Liu, Junyu Chen, Jiachen Zhuo, Fangxu Xing, Jonghye Woo, Aaron Carass, Jerry L. Prince:
MomentaMorph: Unsupervised Spatial-Temporal Registration with Momenta, Shooting, and Correction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 24-34 - Jonas R. Bohn, Christian M. Heidt, Silvia Dias Almeida, Lisa Kausch, Michael Götz, Marco Nolden, Petros Christopoulos, Stephan Rheinheimer, Alan A. Peters, Oyunbileg von Stackelberg, Hans-Ulrich Kauczor, Klaus H. Maier-Hein, Claus Peter Heussel, Tobias Norajitra:
RPTK: The Role of Feature Computation on Prediction Performance. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 113-122 - Chujie Chang, Shoko Miyauchi, Ken'ichi Morooka, Ryo Kurazume, Óscar Martínez Mozos:
FusionNet: A Frame Interpolation Network for 4D Heart Models. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 35-44 - Delin Chen, Yansheng Qiu, Zheng Wang:
Query Re-Training for Modality-Gnostic Incomplete Multi-modal Brain Tumor Segmentation. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 135-146 - Haixing Dai, Mengxuan Hu, Qing Li, Lu Zhang, Lin Zhao, Dajiang Zhu, Ibai Díez, Jorge Sepulcre, Fan Zhang, Xingyu Gao, Manhua Liu, Quanzheng Li, Sheng Li, Tianming Liu, Xiang Li:
Graph-Based Counterfactual Causal Inference Modeling for Neuroimaging Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 205-213 - Guoyao Deng, Ke Zou, Kai Ren, Meng Wang, Xuedong Yuan, Sancong Ying, Huazhu Fu:
SAM-U: Multi-box Prompts Triggered Uncertainty Estimation for Reliable SAM in Medical Image. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 368-377 - Mohammadreza Eskandari, Houssem-Eddine Gueziri, D. Louis Collins:
Hessian-Based Similarity Metric for Multimodal Medical Image Registration. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 253-264 - Negar Golestani, Aihui Wang, Gregory R. Bean, Mirabela Rusu:
BreastRegNet: A Deep Learning Framework for Registration of Breast Faxitron and Histopathology Images. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 182-192 - Ziyi He, Tony C. W. Mok, Albert C. S. Chung:
Groupwise Image Registration with Atlas of Multiple Resolutions Refined at Test Phase. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 286-298 - Sven Kuckertz, Stefan Heldmann, Jan Hendrik Moltz:
Efficient Registration of Longitudinal Studies for Follow-Up Lesion Assessment by Exploiting Redundancy and Composition of Deformations. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 91-99 - Benjamin Lambert, Pauline Roca, Florence Forbes, Senan Doyle, Michel Dojat:
Anisotropic Hybrid Networks for Liver Tumor Segmentation with Uncertainty Quantification. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 347-356 - Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu, Fangxu Xing, Jae Youn Hwang, Jonghye Woo:
Outlier Robust Disease Classification via Stochastic Confidence Network. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 80-90 - Ziyun Liang, Harry Anthony, Felix Wagner, Konstantinos Kamnitsas:
Modality Cycles with Masked Conditional Diffusion for Unsupervised Anomaly Segmentation in MRI. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 168-181 - Quan Liu, Jiawen Yao, Lisha Yao, Xin Chen, Jingren Zhou, Le Lu, Ling Zhang, Zaiyi Liu, Yuankai Huo:
M2Fusion: Bayesian-Based Multimodal Multi-level Fusion on Colorectal Cancer Microsatellite Instability Prediction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 125-134 - Yan Miao, Lequan Yu:
MuST: Multimodal Spatiotemporal Graph-Transformer for Hospital Readmission Prediction. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 276-285 - Ramtin Mojtahedi, Mohammad Hamghalam, William R. Jarnagin, Richard K. G. Do, Amber L. Simpson:
Leveraging Contrastive Learning with SimSiam for the Classification of Primary and Secondary Liver Cancers. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 311-321 - Lindsay Munroe, Maria Deprez, Christos Michaelides, Harold G. Parkes, Kalotina Geraki, Amy H. Herlihy, Po-Wah So:
Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 214-226 - Raghavendra Selvan, Julian Schön, Erik B. Dam:
Operating Critical Machine Learning Models in Resource Constrained Regimes. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 325-335 - Vasiliki Sideri-Lampretsa, Veronika A. Zimmer, Huaqi Qiu, Georgios Kaissis, Daniel Rueckert:
MAD: Modality Agnostic Distance Measure for Image Registration. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 147-156 - Ko Taniguchi, Takahiro Noguchi, Satoshi Iizuka, Hiroyasu Ando, Takashi Abe, Kazuhiro Fukui:
A New Large-Scale Video Dataset of the Eyelid Opening Degree for Deep Regression-Based PERCLOS Estimation. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 45-55 - Oriane Thiery, Mira Rizkallah, Clément Bailly, Caroline Bodet-Milin, Emmanuel Itti, René-Olivier Casasnovas, Steven Le Gouill, Thomas Carlier, Diana Mateus:
Graph-Based Multimodal Multi-lesion DLBCL Treatment Response Prediction from PET Images. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 103-112 - Najla Al Turkestani, Lingrui Cai, Lucia H. S. Cevidanes, Jonas Bianchi, Winston Zhang, Marcela Gurgel, Maxime Gillot, Baptiste Baquero, Reza Soroushmehr:
Osteoarthritis Diagnosis Integrating Whole Joint Radiomics and Clinical Features for Robust Learning Models Using Biological Privileged Information. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 193-204 - Zixuan Wen, Jingxuan Bao, Shu Yang, Shannon L. Risacher, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Heng Huang, Yize Zhao, Li Shen:
Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 227-240 - Zheyu Wen, Ali Ghafouri, George Biros:
A Two-Species Model for Abnormal Tau Dynamics in Alzheimer's Disease. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 69-79 - Mingyang Xia, Yonggang Shi:
A Groupwise Method for the Reconstruction of Hypergraph Representation of Resting-State Functional Networks. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 14-23 - Di Xu, Hengjie Liu, Dan Ruan, Ke Sheng:
Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 3-13 - Ke Yan, Dakai Jin, Dazhou Guo, Minfeng Xu, Na Shen, Xian-Sheng Hua, Xianghua Ye, Le Lu:
Anatomy-Aware Lymph Node Detection in Chest CT Using Implicit Station Stratification. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 299-310 - Halid Ziya Yerebakan, Yoshihisa Shinagawa, Mahesh Ranganath, Simon Allen-Raffl, Gerardo Hermosillo Valadez:
A Hierarchical Descriptor Framework for On-the-Fly Anatomical Location Matching Between Longitudinal Studies. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 59-68 - Fabian S. L. Yii, Thomas J. MacGillivray, Miguel O. Bernabeu:
Data Efficiency of Segment Anything Model for Optic Disc and Cup Segmentation. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI 2023: 336-346