Clinical & real-world data
Turning messy, population-scale clinical data into validated models across cardiology, oncology and rare disease — and taking them through regulatory review.
- Period
- 2021 — now
- Where
- nference · Anumana
- Role
- Scientist → Senior Lead
Selected work
- 2026FDA clearance for ECG-AI cardiac amyloidosis detectionFDA 510(k) clearance (K253801)Press release ↗
- 2025Predicting heart failure from 12-lead ECGsJACC · AHA 2025 Late-BreakerRead paper ↗
- 2022NSCLC patient identification from EHRStandardised cohort strategy
Data & trials I've worked on
Health-system EHR40M+ patients combined
- Mayo Clinic
- Duke Health
- Mercy
Research cohorts
- Framingham Heart Study
- MESAMulti-Ethnic Study of Atherosclerosis
- CHSCardiovascular Health Study
- CARDIACoronary Artery Risk Development in Young Adults
- WHIWomen's Health Initiative
Clinical trials
- AMP-HF HeartShareOngoing prospective, multicentre HFpEF study · data analysis
- Anumana clinical trialsStudy design · SAP · analysis
- ACCORD · SPRINTCompleted randomised trials