MMAC@MICCAI

Publications

volume 14563, 2024

Myopic Maculopathy Analysis - MICCAI Challenge MMAC 2023, Held in Conjunction with MICCAI 2023, Virtual Event, October 8-12, 2023, Proceedings MMAC@MICCAI 14563 (2024)

2023

Li Lu, Xuhao Pan, Panji Jin, Ye Ding
Swin-MMC: Swin-Based Model for Myopic Maculopathy Classification in Fundus Images. MMAC@MICCAI (2023)
Junlin Hou, Jilan Xu, Fan Xiao, Bo Zhang, Yiqian Xu, Yuejie Zhang, Haidong Zou, Rui Feng
Towards Label-Efficient Deep Learning for Myopic Maculopathy Classification. MMAC@MICCAI (2023)
Jiawen Li, Jaehyeon Soon, Qilai Zhang, Qifan Zhang, Yonghong He
Classification of Myopic Maculopathy Images with Self-supervised Driven Multiple Instance Learning Network. MMAC@MICCAI (2023)
Fan Xiao, Junlin Hou, Jilan Xu, Yiqian Xu, Bo Zhang, Yuejie Zhang, Haidong Zou, Rui Feng
Ensemble Deep Learning Approaches for Myopic Maculopathy Plus Lesions Segmentation. MMAC@MICCAI (2023)
Fabian Yii
A Clinically Guided Approach for Training Deep Neural Networks for Myopic Maculopathy Classification. MMAC@MICCAI (2023)
Yihao Li, Philippe Zhang, Yubo Tan, Jing Zhang, Zhihan Wang, Weili Jiang, Pierre-Henri Conze, Mathieu Lamard, Gwenolé Quellec, Mostafa El Habib Daho
Automated Detection of Myopic Maculopathy in MMAC 2023: Achievements in Classification, Segmentation, and Spherical Equivalent Prediction. MMAC@MICCAI (2023)
Huayu Li, Wenhui Zhu, Xiwen Chen, Yalin Wang
Prediction of Spherical Equivalent with Vanilla ResNet. MMAC@MICCAI (2023)
Hyeonmin Kim, Hyeonseob Nam
Myopic Maculopathy Analysis Using Multi-task Learning and Pseudo Labeling. MMAC@MICCAI (2023)
Di Liu, Li Wei, Bo Yang
Self-supervised Learning and Data Diversity Based Prediction of Spherical Equivalent. MMAC@MICCAI (2023)
Jónathan Heras
Semi-supervised Learning for Myopic Maculopathy Analysis. MMAC@MICCAI (2023)
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI (2023)