2 citations · 4 across the 4 of their papers we have counts for
4 papers
Test-time generative augmentation for medical image segmentation
Xiao Ma, Yuhui Tao, Zetian Zhang +7
Medical image segmentation is critical for clinical diagnosis, treatment planning, and monitoring, yet segmentation models often struggle with uncertainties stemming from occlusion…
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models
Kun Huang, Xiao Ma, Yuhan Zhang +5
Optical coherence tomography (OCT) image analysis plays an important role in the field of ophthalmology. Current successful analysis models rely on available large datasets, which…
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography
Xiao Ma, Zetian Zhang, Zexuan Ji +4
Myopia is a manifestation of visual impairment caused by an excessively elongated eyeball. Image data is critical material for studying high myopia and pathological myopia. Measure…
Label Adversarial Learning for Skeleton-level to Pixel-level Adjustable Vessel Segmentation
Mingchao Li, Kun Huang, Zetian Zhang +2
You can have your cake and eat it too. Microvessel segmentation in optical coherence tomography angiography (OCTA) images remains challenging. Skeleton-level segmentation shows cle…