Search Results for author: Shiqi Huang

Found 3 papers, 0 papers with code

A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI

no code implementations19 Nov 2023 Yuheng Fan, Hanxi Liao, Shiqi Huang, Yimin Luo, Huazhu Fu, Haikun Qi

Diffusion probabilistic models (DPMs) which employ explicit likelihood characterization and a gradual sampling process to synthesize data, have gained increasing research interest.

Anomaly Detection Image Generation

Rethinking Few-Shot Medical Segmentation: A Vector Quantization View

no code implementations CVPR 2023 Shiqi Huang, Tingfa Xu, Ning Shen, Feng Mu, Jianan Li

The existing few-shot medical segmentation networks share the same practice that the more prototypes, the better performance.

Quantization Segmentation

RTNet: Relation Transformer Network for Diabetic Retinopathy Multi-lesion Segmentation

no code implementations26 Jan 2022 Shiqi Huang, Jianan Li, Yuze Xiao, Ning Shen, Tingfa Xu

Automatic diabetic retinopathy (DR) lesions segmentation makes great sense of assisting ophthalmologists in diagnosis.

Lesion Detection Lesion Segmentation +1

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