Karandeep Singh
@kdpsinghlab
Jacobs Chancellor’s Endowed Chair @UCSanDiego. Chief Health AI Officer @UCSDHealth. Creator of Tidier.jl #JuliaLang. #GoBlue. Views own.
ID:75958753
https://github.com/kdpsingh 21-09-2009 04:40:18
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#EveningRead
Professor Nicholson Price (@[email protected]) and co-authors ask, How can we enable local health systems to collaboratively & effectively govern #medicalAI ?
Read: 'Enabling collaborative governance of medical AI' in Nature Machine Intelligence: go.nature.com/3KDPhbF
The final version of Nicholson Price (@[email protected]) & my paper Locating Liability for Medical AI via.library.depaul.edu/law-review/vol… part of the DePaul Law Review Clifford Torts symposium is now out. The paper is about how to allocate liability between hospitals and developers for medical AI errors.
Great talk by UC San Diego CRIO Mike Hogarth on clinical research use of LLM to rapidly facilitate clinical hypothesis generation with Rene Cassie from medeloop at CI4CC
Love spending time with my University of Michigan health AI ethics and policy colleagues Jodyn Platt Kayte Spector-Bagdady Nicholson Price (@[email protected])
“Where’s all the outcomes data?” asks Yasir Tarabichi MD, MSCR from Case Metro Health at the LearningHealthSci-UM Health AI Ethics and Policy Symposium.
Yasir Tarabichi MD, MSCR has been a leader in outcomes-oriented AI quality improvement projects, and highlights recent work looking at outcomes UC San Diego Health.
Dr. Sharon E Davis from DBMI at Vanderbilt University highlights reactive and proactive examples of AI model updating and proposes a learning prediction system at LearningHealthSci-UM symposium.
Framework:
- how to determine if drift has occurred?
- what data to collect?
- what is best approach to updating?
Tidying nested data structures (like JSON objects) is often a point of friction in data analyses.
TidierIteration.jl for #JuliaLang provides a number of utilities for flattening dictionaries, even into data frames.
Read more about flattening here: tidierorg.github.io/TidierIteratio…
I love that there are folks who’ve never used the tidyverse but want to help recreate it in #JuliaLang .
We're building a big corpus of high-quality The Julia Language code to trick the LLM people into using our database, and/or fine tune a Julia-specific model.
This trick just re-formats all the Julia code in the ecosystem using different styles.
discourse.julialang.org/t/an-llm-fine-…