Notes
A working notebook
Papers I’ve read, methods I’m learning, books that shaped my thinking, ideas that don’t have a home yet. Some of this grows into research. Most of it doesn’t, and that’s fine. Nothing here is finished.
🌱 Seedling rough, first pass, might just be a question
🌿 Sprout revisited, starting to take shape
🌳 Evergreen fairly confident
A p-value tells you a result probably exists. It does not tell you it matters. On the gap between statistical significance and clinical meaning, and why Bayesian inference handles it more honestly.
statisticsBayesianIBDresearch methods
The word motility means different things depending on who you ask. What I learned after two years of working on it in UC: what it is, what disturbs it, and why measuring it is harder than it sounds.
UCmotilityMRIIBDGIQuant
Reading BABEL by R.F. Kuang made me think about how LLMs handle meaning across languages, and what that costs us in clinical settings.
AINLPradiologyclinical-AIreading-notes
Notes on the spectrum between rigid clinical workflows and autonomous agents.
researchAI-agentsradiologyarchivecoding
Notes on going from surgery lover to agentic AI builder, and what changed in between.
personaltrajectoryreflectionradiologyAIcoding