Fourier Test-Time Adaptation with Multi-level Consistency for Robust Classification

Y Huang, X Yang, X Huang, X Zhou, H Chi… - … Conference on Medical …, 2023 - Springer
Deep classifiers may encounter significant performance degradation when processing
unseen testing data from varying centers, vendors, and protocols. Ensuring the robustness …

Leveraging Anatomical Constraints with Uncertainty for Pneumothorax Segmentation

H Yuan, C Hong, NTA Tran, X Xu, N Liu - arXiv preprint arXiv:2311.15213, 2023 - arxiv.org
Pneumothorax is a medical emergency caused by abnormal accumulation of air in the
pleural space-the potential space between the lungs and chest wall. On 2D chest …