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
现于南方医科大学从事博士后研究
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
SelAtRans
进行中2026原生 macOS 中英翻译工具，通过快捷键翻译选中文本，支持原位替换和流式悬浮预览。
OmniStats
进行中2026原生 macOS 菜单栏系统监控工具，展示温度、功耗、风扇与资源使用情况，支持 Apple Silicon 风扇控制。
OmniToken
进行中2026自托管的跨设备 LLM 用量统计工具，汇总 Claude Code 与 Codex 的 token、费用及配额信息。
Modern personal knowledge blog
进行中2026A rebuilt Astro-based personal blog for writing, notes, and durable research records, paired with this front-door site.
Early mobile and software projects
已归档2017Archived mobile applications, courses, and learning projects from the early development period.
Publications · 论文与预印本
- 预印本 · Preprint
The Answer Knows Where to Look: Zooming before MLLMs Answer under Visual-Token Budgets
A Dual Soft Attention Network for Automatic Sleep Staging via Single-Lead Electrocardiogram Signals
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
Development and validation of a deep learning-based automated computed tomography image segmentation and diagnostic model for infectious hydronephrosis: a retrospective multicentre 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