Shaoxin Li

Transformer-based models for predicting cardiovascular risk in Chinese adults: development and validation

Qiuyu Cao, Xingkun Xu, Lin Hong, Yue Yin et autres

BACKGROUND AND AIMS: Traditional Cox proportional hazards models show suboptimal performance for cardiovascular disease (CVD) risk prediction in Chinese populations. Transformer-based deep learning models have demonstrated promise in clinical risk prediction. In this study, sex-specific transformer-based models (China-AIHeart) for 10-year CVD risk …

cn, ph (code pays fourni par la source)

Boosting cross-domain semi-supervised medical image segmentation with internal and external regularizations

Rui Wang, Fan Tang, Feiyue Huang, Shaoxin Li et autres

Cross-domain medical image segmentation has been challenging due to the extraordinary cost of collecting sufficient data in various imaging conditions. Mainstream methodologies enhance generalizability by directly adapting large-scale vision foundation models for medical image segmentation tasks. However, these approaches frequently incur high …

cn (code pays fourni par la source)

Semi-supervised crowd counting from unlabeled data

Haoran Duan, Yawen Huang, Xian Wu, Feiyue Huang et autres

cn, gb (code pays fourni par la source)

Verification is All You Need: Prompting Large Language Models for Zero-Shot Clinical Coding

Shaoxin Li, Can Zheng, Qinwei Xu, Xingkun Xu et autres

Clinical coding translates medical information from Electronic Health Records (EHRs) into structured codes such as ICD-10, which are essential for healthcare applications. Advances in deep learning and natural language processing have enabled automatic ICD coding models to achieve notable accuracy metrics on …

cn, us (code pays fourni par la source)

Towards normalized clinical information extraction in Chinese radiology report with large language models

Qinwei Xu, Xingkun Xu, Chenyi Zhou, Zuozhu Liu et autres

[Role of 1, 25-dihydroxyvitamin D3 in liver lipid metabolism induced by methionine-choline-deficient diet in rats].

X.X. Zhang, Shaoxin Li, Suowen Xu, F Li et autres

1.25(OH) (2)D(3) can reduce liver fat deposition in rats fed with MCD by inhibiting the expression of fat / CD36 and ACC1.

[Color Doppler flow imaging study on the changes of collateral circulation between portal-superior vena cava and azygos vein before and after endoscopic ligation of the esophageal varix].

M Liu, R Li, Shaoxin Li, Z. Chao et autres

Color Doppler flow imaging (CDFI) was performed in 35 patients with portal hypertension and esophageal varix. Thirty subjects were served as control. After esophageal variceal ligation, CDFI observed that the portal-superior vena cava collateral veins were partialy blocked. The esophageal varices disappeared. …

cn (code pays fourni par la source)