DALI@MICCAI

Keyphrases

Publications

2022

Lianrui Zuo, Yihao Liu, Yuan Xue, Shuo Han, Murat Bilgel, Susan M. Resnick, Jerry L. Prince, Aaron Carass
Disentangling a Single MR Modality. DALI@MICCAI (2022)
Weiwei Cui, Yaqi Wang, Yilong Li, Dan Song, Xingyong Zuo, Jiaojiao Wang, Yifan Zhang, Huiyu Zhou, Bungsan Chong, Liaoyuan Zeng, Qianni Zhang
CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation. DALI@MICCAI (2022)
Filip Rusak, Rodrigo Santa Cruz, Elliot Smith, Jurgen Fripp, Clinton Fookes, Pierrick Bourgeat, Andrew P. Bradley
Lesser of Two Evils Improves Learning in the Context of Cortical Thickness Estimation Models - Choose Wisely. DALI@MICCAI (2022)
Yasmina Al Khalil, Aymen Ayaz, Cristian Lorenz, Jürgen Weese, Josien P. W. Pluim, Marcel Breeuwer
A Stratified Cascaded Approach for Brain Tumor Segmentation with the Aid of Multi-modal Synthetic Data. DALI@MICCAI (2022)
Andres Diaz-Pinto, Pritesh Mehta, Sachidanand Alle, Muhammad Asad, Richard Brown, Vishwesh Nath, Alvin Ihsani, Michela Antonelli, Daniel Palkovics, Csaba Pinter, Ron Alkalay, Steve Pieper, Holger R. Roth, Daguang Xu, Prerna Dogra, Tom Vercauteren, Andrew Feng, Abood Quraini, Sébastien Ourselin, M. Jorge Cardoso
DeepEdit: Deep Editable Learning for Interactive Segmentation of 3D Medical Images. DALI@MICCAI (2022)
Saeko Sasuga, Akira Kudo, Yoshiro Kitamura, Satoshi Iizuka, Edgar Simo-Serra, Atsushi Hamabe, Masayuki Ishii, Ichiro Takemasa
Image Synthesis-Based Late Stage Cancer Augmentation and Semi-supervised Segmentation for MRI Rectal Cancer Staging. DALI@MICCAI (2022)
Gregory Holste, Song Wang, Ziyu Jiang, Thomas C. Shen, George Shih, Ronald M. Summers, Yifan Peng, Zhangyang Wang
Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study. DALI@MICCAI (2022)
Xin Tang, Jiadong Zhang, Yongsheng Pan, Yuyao Zhang, Feng Shi
CSGAN: Synthesis-Aided Brain MRI Segmentation on 6-Month Infants. DALI@MICCAI (2022)
Hansang Lee, Haeil Lee, Helen Hong, Junmo Kim
Noisy Label Classification Using Label Noise Selection with Test-Time Augmentation Cross-Entropy and NoiseMix Learning. DALI@MICCAI (2022)
Mélanie Gaillochet, Christian Desrosiers, Hervé Lombaert
TAAL: Test-Time Augmentation for Active Learning in Medical Image Segmentation. DALI@MICCAI (2022)
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
Efficient Medical Image Assessment via Self-supervised Learning. DALI@MICCAI (2022)
Dana Moukheiber, Saurabh Mahindre, Lama Moukheiber, Mira Moukheiber, Song Wang, Chunwei Ma, George Shih, Yifan Peng, Mingchen Gao
Few-Shot Learning Geometric Ensemble for Multi-label Classification of Chest X-Rays. DALI@MICCAI (2022)

volume 13567, 2022

Data Augmentation, Labelling, and Imperfections - Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings DALI@MICCAI 13567 (2022)