RESEARCH PROJECTS
Interactive Research Tools
Explore our ongoing and completed research projects in epidemiology and machine learning.
CKB 17-variable Risk Predictor
A Chinese-population stratification and risk-prediction tool built from China Kadoorie Biobank data using 17 core variables.
OnlinePDO · Predict Diabetes Risk in Obesity
A browser-based 5- and 10-year type 2 diabetes risk calculator for adults with obesity using nine predictors across multiple population databases.
OnlineChineseLungAge: Lung Age and LungAgeAccel
A browser-based CKB M6-V3 calculator for ChineseLungAge and LungAgeAccel using age, sex, height, FEV1 and FVC.
OnlineCKB Sleep Phenotype Explorer
An offline CKB explorer that classifies seven baseline sleep signals into five latent sleep classes and reports cohort-level outcome associations from Figure 4.
OnlineClinWAS Atlas: Cross-cohort Clinical Evidence
An interactive atlas of aggregate variable–outcome associations, cohort signal landscapes, and shared outcome architecture across 16 population databases.
Onlinescale: Blood Biomarker Results Atlas
A frozen, searchable atlas of association, restricted cubic spline, and out-of-fold ROC results across eight databases.
OnlineP-EOCVD: Prediction of Early Onset Cardiovascular Disease
An interactive machine learning platform for predicting early-onset cardiovascular disease risk. It integrates multiple risk factors for individualized risk assessment.
OnlineA Global Multicohort Study on the Trajectories of Chronic Disease Networks
Interactive visualization of chronic disease trajectories and network analysis derived from global aging cohorts, including hazard ratios and subgroup analyses.
OnlineCSF Dementia Database: Early-Onset Dementia CSF Biomarker Atlas
An integrated cerebrospinal fluid database for early-onset dementia subtypes, aggregating multi-cohort biomarker profiles for mechanistic and translational research.
OnlineMAOMAO
Multi-horizon Anticipatory Outcome Model for Anesthesia and Operations
OnlineSepProtDB: a global multi-cohort sepsis proteomics resource
A multi-cohort sepsis proteomics resource for exploring proteins, diagnosis, severity, prognosis and protein modules.