3 papers
eess.IV2026
SALIENT: Frequency-Aware Paired Diffusion for Controllable Long-Tail CT Detection
Yifan Li, Mehrdad Salimitari, Taiyu Zhang +2
Detection of rare lesions in whole-body CT is fundamentally limited by extreme class imbalance and low target-to-volume ratios, producing precision collapse despite high AUROC. Syn…
eess.IV2025
Neighboring Slice Noise2Noise: Self-Supervised Medical Image Denoising from Single Noisy Image Volume
Langrui Zhou, Ziteng Zhou, Xinyu Huang +3
In the last few years, with the rapid development of deep learning technologies, supervised methods based on convolutional neural networks have greatly enhanced the performance of…
eess.IV2024
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data
Langrui Zhou, Guang Li
The current mainstream multi-modal medical image-to-image translation methods face a contradiction. Supervised methods with outstanding performance rely on pixel-wise aligned train…