Home on Hairong https://hwcmu.github.io/ Recent content in Home on Hairong Hugo -- 0.152.2 en-us Mon, 22 Jun 2026 00:00:00 +0000 AI-Powered Migraine Forecast System https://hwcmu.github.io/projects/migraine-prediction/ Sat, 06 Dec 2025 00:00:00 +0000 https://hwcmu.github.io/projects/migraine-prediction/ Established the core product analytics framework and architected a physician-guided forecasting for PeachyDay, boosting user engagement by 12%. Multimodal AI for ER Resource Prediction https://hwcmu.github.io/projects/iv-fluid-prediction/ Tue, 09 Dec 2025 00:00:00 +0000 https://hwcmu.github.io/projects/iv-fluid-prediction/ Developed a hybrid predictive model fusing structured clinical data with NLP analysis of patient narratives to optimize IV fluid utilization in Emergency Departments. Clinical AI https://hwcmu.github.io/clinical-ai/ Mon, 01 Jan 0001 00:00:00 +0000 https://hwcmu.github.io/clinical-ai/ Healthcare prediction, EHR modeling, and model evaluation. Workflows https://hwcmu.github.io/workflows/ Mon, 01 Jan 0001 00:00:00 +0000 https://hwcmu.github.io/workflows/ Reusable systems for analysis, writing, review, and revision. Systems Analytics https://hwcmu.github.io/systems/ Mon, 01 Jan 0001 00:00:00 +0000 https://hwcmu.github.io/systems/ Cross-domain analytics across energy, sustainability, environmental sensing, and applied systems. Publications https://hwcmu.github.io/publications/ Wed, 03 Dec 2025 00:00:00 +0000 https://hwcmu.github.io/publications/ Papers, DOI links, and related code. Real-Time Flight Delay Prediction https://hwcmu.github.io/projects/airport-prediction/ Sat, 13 Dec 2025 00:00:00 +0000 https://hwcmu.github.io/projects/airport-prediction/ Predicts flight delays using 4M+ records and live NOAA weather via TabPy. Bridges ML & BI with real-time SHAP explanations. NHAMCS-ED: The Hard Part of Clinical AI Is Not the Model https://hwcmu.github.io/blogs/nhamcs-ed-data-processing-technical-notes/ Mon, 22 Jun 2026 00:00:00 +0000 https://hwcmu.github.io/blogs/nhamcs-ed-data-processing-technical-notes/ Practical notes on prediction timing, survey design, data cleaning, and clinical NLP boundaries. SHAP Explains the Model, Not the Patient https://hwcmu.github.io/blogs/shap-explains-the-model-not-the-patient/ Sun, 21 Jun 2026 00:00:00 +0000 https://hwcmu.github.io/blogs/shap-explains-the-model-not-the-patient/ A concise clinical AI review note on what SHAP can and cannot tell clinicians, researchers, and reviewers. Beyond Excel: How Machine Learning is Revolutionizing Life Cycle Assessment https://hwcmu.github.io/blogs/lca-ml-review/ Thu, 16 Oct 2025 00:00:00 +0000 https://hwcmu.github.io/blogs/lca-ml-review/ Traditional environmental assessments are slow and data-hungry. Here is a framework on how NLP and Deep Learning can fix them. CV https://hwcmu.github.io/cv/ Mon, 01 Jan 0001 00:00:00 +0000 https://hwcmu.github.io/cv/ Clinical health data work, education, experience, skills, and publications. Persona https://hwcmu.github.io/persona/ Mon, 01 Jan 0001 00:00:00 +0000 https://hwcmu.github.io/persona/ Reflective notes, tags, and search for how I think and work.