Article
Incomplete time-series gene expression in integrative study for islet autoimmunity prediction.
Briefings in bioinformatics - 19 Jan 2023
Tanvir Ahmed Khandakar, Cheng Sze, Li Qian, Yong Jeongsik, Zhang Wei
Abstract excerpt
Type 1 diabetes (T1D) outcome prediction plays a vital role in identifying novel risk factors, ensuring early patient care and designing cohort studies. TEDDY is a longitudinal cohort study that collects a vast amount of multi-omics and clinical data from its participants to explore the progression and markers of T1D. However, missing data in the omics profiles make the outcome prediction a difficult task. TEDDY...
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