Xiao Ma

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 10

Top Topics

Weakly Supervised

Medical Image Segmentation

Diffusion Models

Top Venues

IEEE Trans. Emerg. Top. Comput. Intell.

Pattern Recognit.

Publications

Kun Huang, Na Su, Yuhui Tao, Mingchao Li, Xiao Ma, Zexuan Ji, Songtao Yuan, Qiang Chen
Cross-Device OCTA Generation by Patch-Based 3D Multi-Scale Feature Adaption. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Kun Huang, Xiao Ma, Yuhan Zhang, Na Su, Songtao Yuan, Yong Liu, Qiang Chen, Huazhu Fu
Memory-efficient High-resolution OCT Volume Synthesis with Cascaded Amortized Latent Diffusion Models. CoRR (2024)
Yuhan Zhang, Xiao Ma, Kun Huang, Mingchao Li, Pheng-Ann Heng
Semantic-Oriented Visual Prompt Learning for Diabetic Retinopathy Grading on Fundus Images. IEEE Trans. Medical Imaging 43 (8) (2024)
Xiao Ma, Yuhui Tao, Yuhan Zhang, Zexuan Ji, Yizhe Zhang, Qiang Chen
Test-Time Generative Augmentation for Medical Image Segmentation. CoRR (2024)
Zexuan Ji, Xiao Ma, Theodore Leng, Daniel L. Rubin, Qiang Chen
Mirrored X-Net: Joint classification and contrastive learning for weakly supervised GA segmentation in SD-OCT. Pattern Recognit. 153 (2024)
Kun Huang, Xiao Ma, Na Su, Songtao Yuan, Qiang Chen
Model-Based Label-to-Image Diffusion for Semi-Supervised Choroidal Vessel Segmentation. ICASSP (2024)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. CoRR (2023)
Zetian Zhang, Xiao Ma, Zexuan Ji, Na Su, Songtao Yuan, Qiang Chen
CBAV-Loss: Crossover and Branch Losses for Artery-Vein Segmentation in OCTA Images. PRCV (13) (2023)
Mingchao Li, Kun Huang, Xiao Ma, Yuexuan Wang, Wen Fan, Qiang Chen
Mask Distillation Network for Conjunctival Hyperemia Severity Classification. Mach. Intell. Res. 20 (6) (2023)
Xiao Ma, Zetian Zhang, Zexuan Ji, Kun Huang, Na Su, Songtao Yuan, Qiang Chen
Adjustable Robust Transformer for High Myopia Screening in Optical Coherence Tomography. MICCAI (5) (2023)