Healthcare
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Evaluation-Driven Development for LLM-Powered Products: Lessons from Building in Healthcare
Large Language ModelsHow metrics and monitoring combine with human expertise to build trustworthy AI in healthcare.
30 min read -
Microsoft’s latest paper discusses a path to medical superintelligence. How close are we, really?
12 min read -
Or, how we spared a human from manually inspecting 10,000 flu shot documents.
8 min read -
Overcoming LLM Challenges in Healthcare: Practical Strategies for Development in Production
Data ScienceAn article on the most common LLM development challenges I’ve encountered, effective mitigation strategies, and…
10 min read -
![Illustration of the various components of the Medprompt Strategy (Image taken from Fig:6 from the Medprompt paper [1] (https://arxiv.org/abs/2311.16452)](https://towardsdatascience.com/wp-content/uploads/2024/07/1wonLSrQLvFeiO4u8Svd28Q.png)
Digging into the details behind the prompting framework
16 min read -
A tutorial in Python with an open data stack
15 min read -
A Clinical Perspective on Medical Innovation
4 min read -
What Role Should AI Play in Healthcare? Some of you may know that I am…
14 min read -
Utilizing SHAP to build an interpretable model that is consistent with medical literature
9 min read -
A Python example using diagnostic input variables
8 min read