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eess.IV2024
Uncertainty Modeling in Ultrasound Image Segmentation for Precise Fetal Biometric Measurements
Shuge Lei
Medical image segmentation, particularly in the context of ultrasound data, is a crucial aspect of computer vision and medical imaging. This paper delves into the complexities of u…
eess.IV2024
Dual-Channel Reliable Breast Ultrasound Image Classification Based on Explainable Attribution and Uncertainty Quantification
Shuge Lei, Haonan Hu, Dasheng Sun +5
This paper focuses on the classification task of breast ultrasound images and researches on the reliability measurement of classification results. We proposed a dual-channel evalua…
eess.IV2021★ 1 cited
Knowledge AI: New Medical AI Solution for Medical image Diagnosis
Yingni Wang, Shuge Lei, Jian Dai +1
The implementation of medical AI has always been a problem. The effect of traditional perceptual AI algorithm in medical image processing needs to be improved. Here we propose a me…