Siqi Ma

According to our database, Siqi Ma authored at least 10 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

LiMT: A Multi-Task Liver Image Benchmark Dataset.

Zhe Liu, Kai Han, Siqi Ma, Yan Zhu, Jun Chen, Chongwen Lyu, Xinyi Qiu, Chengxuan Qian, Yuqing Song, Yi Liu, Liyuan Tian, Yang Ji, Yuefeng Li

IEEE J. Biomed. Health Informatics, June, 2026

2025

Region Uncertainty Estimation for Medical Image Segmentation With Noisy Labels.

Kai Han, Shuhui Wang, Jun Chen, Chengxuan Qian, Chongwen Lyu, Siqi Ma, Chengjian Qiu, Victor S. Sheng, Qingming Huang, Zhe Liu

IEEE Trans. Medical Imaging, December, 2025

Frequency Domain Unlocks New Perspectives for Abdominal Medical Image Segmentation.

Kai Han, Siqi Ma, Chengxuan Qian, Jun Chen, Chongwen Lyu, Yuqing Song, Zhe Liu

CoRR, October, 2025

Adaptive Label Correction for Robust Medical Image Segmentation with Noisy Labels.

Chengxuan Qian, Kai Han, Siqi Ma, Chongwen Lyu, Zhenlong Yuan, Jun Chen, Zhe Liu

CoRR, March, 2025

CLIMD: A Curriculum Learning Framework for Imbalanced Multimodal Diagnosis.

Kai Han, Chongwen Lyu, Lele Ma, Chengxuan Qian, Siqi Ma, Zheng Pang, Jun Chen, Zhe Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Pancreas segmentation in CT based on RC-3DUNet with SOM.

Zhe Liu, Siqi Ma, Yi Liu, Wenqiang Wang, Yuqing Song, Jun Su, Yangyang Tang, Aihong Yu, Xuesheng Liu

Multim. Syst., April, 2024

Deep semi-supervised learning for medical image segmentation: A review.

Kai Han, Victor S. Sheng, Yuqing Song, Yi Liu, Chengjian Qiu, Siqi Ma, Zhe Liu

Expert Syst. Appl., 2024

AugMixSpeech: A Data Augmentation Method and Consistency Regularization for Mandarin Automatic Speech Recognition.

Yang Jiang, Jun Chen, Kai Han, Yi Liu, Siqi Ma, Yuqing Song, Zhe Liu

Proceedings of the Natural Language Processing and Chinese Computing, 2024

Wavelet Transform-based Distribution Discrepancy Maximization for Medical Image Segmentation.

Kai Han, Jun Chen, Siqi Ma, Yuqing Song, Yonghan Lu, Zhe Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2024

2023

A Domain Knowledge-Based Semi-supervised Pancreas Segmentation Approach.

Siqi Ma, Zhe Liu, Yuqing Song, Yi Liu, Kai Han, Yang Jiang

Proceedings of the Neural Information Processing - 30th International Conference, 2023