SuooL.
临床导向的研究工程师
医学影像、多模态数据与预测建模——关心临床上有意义的问题,以及可复现的研究工程。
Now · 现在
南方医科大学做博士后
博士毕业于中山大学中山医学院
研究方向:面向队列、组学与医学影像数据,研究疾病风险预测、肿瘤早筛与临床决策支持。
Writing · 最新写作
- 脑电图与睡眠分期基本概念梳理
- Policy Gradient 算法笔记
- 论文阅读 HiddenCut - Simple Data Augmentation for Natural Language Understanding with Better Generalization
- EDA Easy Data Augmentation 数据增强使用记录
- TorchText 使用记录
Projects · 项目
Publications · 论文
Association between biological aging and genetic susceptibility with the risk of bipolar disorder and schizophrenia: a prospective cohort study
Development and evaluation of cardiovascular disease-specific frailty index: a machine learning based analysis of the UK Biobank
Deep learning-based automated CT image segmentation and diagnostic model for infectious hydronephrosis: a multicenter cohort study
Combination of biological aging and genetic susceptibility helps identifying at-risk population of venous thromboembolism: a prospective cohort study of 394,041 participants
Identification and validation of screening models for breast cancer with 3 serum miRNAs in an 11,349 samples mixed cohort