Multi-modal Adaptive Estimation for Temporal Respiratory Disease Outbreak
Public preprint; journal submission under review
First-author MAESTRO study; reports R² = 0.956 on over 11 years of Hong Kong influenza data (excluding COVID-19).
Academic profile
Scholarly record
First-author and led work is highlighted ahead of the full record.
3
First-author studies
7
Published papers
14
Public repositories
Selected
First-author and currently led work appears ahead of the full record.
Public preprint; journal submission under review
First-author MAESTRO study; reports R² = 0.956 on over 11 years of Hong Kong influenza data (excluding COVID-19).
First-author dual-framework outbreak modelling study for the 2025 Foshan chikungunya outbreak, published in BMC Public Health on 29 June 2026. An arXiv preprint (arXiv:2512.12577) is also openly accessible.
First-author npj Systems Biology and Applications article. Accepted on 17 April 2026 and published online on 04 May 2026.
Complete record
All papers, preprints, and submissions grouped by status, most recent first within each group.
First-author dual-framework outbreak modelling study for the 2025 Foshan chikungunya outbreak, published in BMC Public Health on 29 June 2026. An arXiv preprint (arXiv:2512.12577) is also openly accessible.
First-author npj Systems Biology and Applications article. Accepted on 17 April 2026 and published online on 04 May 2026.
First-author MAESTRO study; reports R² = 0.956 on over 11 years of Hong Kong influenza data (excluding COVID-19).
Preprint posted on Research Square in April 2024; Ke is the first author and Hong Liu is a contributing co-author (2/10). No published journal version has been identified.
Questionnaire-based collaborative study using CFA, SEM, and bootstrap analysis.
Software
Software records are kept separate from papers and linked where they directly support manuscripts, models, or analytical systems.
Public repository
Multimodal time-series forecasting framework for respiratory disease activity and early-warning scenarios, reporting R² = 0.956 on over 11 years of Hong Kong influenza data (excluding COVID-19).
Public repository
ODE and Petri Net dual-model research workflow for the 2025 Foshan chikungunya outbreak, published in BMC Public Health 26 (2026).
Public repository
Multi-region and multi-window influenza co-circulation analysis workflow, published in npj Systems Biology and Applications (2026).
Mixed public/private codebases; selected components are private
Crawler, database, ETL, and visualization stack for infectious-disease news collection, monitoring, and research support. Includes public and private components.
Referenced public repository
Cross-platform BibTeX verification and metadata-completion tool for researchers and AI assistants. CLI, Python API, MCP server, and explainable multi-source matching. Published on PyPI.
Public repository
Supplementary codebase for the Fujian dengue-vector Breteau Index prediction study, published as a Research Square preprint.
Public repository
Team solution and codebase for the 2023 Mathematical Contest in Modeling (MCM) Problem C.
Public repository
GUI-equipped Baidu Index scraping tool for data collection workflows.
Public repository
Refactored LaTeX template for the China Graduate Mathematical Contest in Modeling (Huawei Cup).
Public repository
Crawler for the Public Health Science Data Center (phsciencedata.cn) regional and age-stratified disease datasets.
Public repository
Static deployment of the public EPIC dashboard for infectious-disease situational awareness.
Public repository
Evidence-first research workflow harness with six plugins (science-core / science-compute / science-data / science-epi / science-literature / science-verify), human-gated research stages, and append-only provenance logs.
Public repository
Mainland China-first legal workflow plugin pack for Claude Code (contract review, litigation support, compliance, corporate, labor, IP) with statute checks and citation gates.
Public repository
Local-first research harness for building, benchmarking, and improving auditable outbreak-intelligence agents under deterministic public-health safety constraints (fail-closed publication, evidence binding, no autonomous approval).
Public repository
Reproducible, auditable viral-outbreak research workspace (Hantavirus, Ebola) with DVC + Snakemake + MLflow ResearchOps and data-provenance grading.
Elsewhere
External profiles for cross-checking this site record against authoritative databases.