Jiajie Tang

Oct 9, 2024 | nature.com | Jiajie Tang |Chao Xiong

AbstractQuestions of unfairness and inequity pose critical challenges to the successful deployment of artificial intelligence (AI) in healthcare settings. In AI models, unequal performance across protected groups may be partially attributable to the learning of spurious or otherwise undesirable correlations between sensitive attributes and disease-related information.

Jul 23, 2023 | mdpi.com | Jiajie Tang |Jin Kyu Han |Yuxuan Jiang |Jiaxin Xue

Abstract:A global survey has revealed that genetic syndromes affect approximately 8% of the population, but most genetic diagnoses are typically made after birth. Facial deformities are commonly associated with chromosomal disorders. Prenatal diagnosis through ultrasound imaging is vital for identifying abnormal fetal facial features. However, this approach faces challenges such as inconsistent diagnostic criteria and limited coverage.

Jun 19, 2023 | mdpi.com | Jiajie Tang |Jin Kyu Han |Jiaxin Xue |Li Zhen

Open AccessArticle by Jiajie Tang 1,2,3,4,†, Jin Han 1,2,3,*,†, Jiaxin Xue 2, Li Zhen 2, Xin Yang 2, Min Pan 2, Lianting Hu 5,6, Ru Li 2, Yuxuan Jiang 1, Yongling Zhang 2, Xiangyi Jing 2, Fucheng Li 2, Guilian Chen 2, Kanghui Zhang 1, Fanfan Zhu 1, Can Liao 2 and Long Lu 1,2,4,7,* 1 School of Information Management, Wuhan University, Wuhan 430072, China 2 Prenatal Diagnosis Center/Clinical Data Center, Guangzhou Women and Children’s Medical Center, Guangzhou Medical University, Guangzhou...