Speaking
Talks and technical presentations.
On retrieval systems, LLM evaluation, and the infrastructure side of shipping AI.
Building an End-to-End Radiomics and GenAI System for Clinical Decision Support
An end-to-end pipeline for stroke outcome prediction: ROI segmentation, radiomics feature extraction, and a retrieval-augmented GenAI assistant that matches radiomic patterns against the stroke imaging literature to make predictions clinically interpretable.
- GenAI
- RAG
- Radiomics
- Medical Imaging
- Clinical Decision Support
Explosion of Formulaic Research Articles Based on the NHANES US National Health Database
Presentation of a paper by other authors — presented and critiqued, not authored
Co-presented with Bryan Ramillano
A review and critique of the rapid rise in formulaic NHANES-based research articles: how automated and AI-assisted study generation produces inappropriate designs and false discoveries, and what multifactorial analysis and multiple-hypothesis correction can do about it.
- Research Integrity
- Bias in AI
- Health Equity
- Study Design