A decision support system in precision medicine: contrastive multimodal learning for patient stratification

• Main Authors: Yin, Qing, Zhong, Linda, Song, Yunya, Bai, Liang, Wang, Zhihua, Li, Chen, Xu, Yida, Yang, Xian
• Other Authors: School of Biological Sciences
• Format: Article
• Language: English
• Published: 2024
• Subjects: Medicine, Health and Life Sciences; Deep learning model for patient stratification; Multimodal contrastive learning
• Online Access: https://hdl.handle.net/10356/174319
• Institution: Nanyang Technological University

Precision medicine aims to provide personalized healthcare for patients by stratifying them into subgroups based on their health conditions, enabling the development of tailored medical management. Various decision support systems (DSSs) are increasingly developed in this field, where the performanc...