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ChatGPT's Limitations in Evaluating Heart Risk

by Colleen Fleiss on May 1 2024 10:12 PM
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While OpenAI’s ChatGPT demonstrates proficiency in various medical assessments, it exhibits limitations in evaluating heart risk (1 Trusted Source
ChatGPT provides inconsistent risk-stratification of patients with atraumatic chest pain

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ChatGPT’s Reliability Questioned in Critical Health Assessments

Research, published in the journal PLOS ONE, showed that “it would be unwise to rely on it for some health assessments, such as whether a patient with chest pain needs to be hospitalized”.

The variation “can be dangerous” said lead author Dr. Thomas Heston, a researcher with Washington State University’s Elson S. Floyd College of Medicine.

Further, the generative AI system also failed to match the traditional methods physicians use to judge a patient’s cardiac risk. “ChatGPT was not acting in a consistent manner,” said Heston.

However, Heston sees great potential for generative AI in healthcare, but with further development.

“It can be a useful tool, but I think the technology is going a lot faster than our understanding of it, so it’s critically important that we do a lot of research, especially in these high-stakes clinical situations.”

Reference:
  1. ChatGPT provides inconsistent risk-stratification of patients with atraumatic chest pain - (https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0301854)

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