Shah Lab

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===== Blogs at the Human Centered AI Institute =====

  - Does every model [[https://hai.stanford.edu/news/should-ai-models-be-explainable-depends|need to be explainable]]?
  - Do healthcare models [[https://hai.stanford.edu/news/healthcare-algorithms-dont-always-need-be-generalizable|need to be generalizable]]?
  - What do we do [[https://hai.stanford.edu/news/when-algorithmic-fairness-fixes-fail-case-keeping-humans-loop|when healthcare algorithmic fixes fail]]?
  - How do we ensure the [[https://hai.stanford.edu/news/ensuring-fairness-algorithms-predict-patient-disease-risk | Fairness of Algorithms that Predict Patient Disease Risk]]?
  - Policy Brief [[https://hai.stanford.edu/policy-brief-promoting-algorithmic-fairness-clinical-risk-prediction | Promoting Algorithmic Fairness in Clinical Risk Prediction]]
  - How can we make sure [[https://hai.stanford.edu/news/how-do-we-ensure-healthcare-ai-useful|healthcare models are useful]]?
  - Are medical AI tools [[https://hai.stanford.edu/news/flying-dark-hospital-ai-tools-arent-well-documented|delivering on what they promise]]?
  - What should healthcare executives know for [[https://hai.stanford.edu/news/deploying-ai-healthcare-separating-hype-helpful | separating the Hype from the Helpful]]?
  - How can [[https://hai.stanford.edu/news/how-foundation-models-can-advance-ai-healthcare|foundation models advance healthcare]]?
  - How shaky are the current foundations of [[https://hai.stanford.edu/news/shaky-foundations-foundation-models-healthcare|foundation models in medicine]]?
  - How well to large language models [[https://hai.stanford.edu/news/how-well-do-large-language-models-support-clinician-information-needs|support clinician information needs]]?
  - Large Language Models in Healthcare: [[https://hai.stanford.edu/news/large-language-models-healthcare-are-we-there-yet | Are We There Yet]]?
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