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Can AI Models Improve Diagnosis of Pancreatic Cancer?
By John Halamka and Paul Cerrato—Pancreatic cancer remains one of the most life-threatening malignancies because it is so difficult to detect in its earliest, most manageable stage. Recent developments in AI, however, suggest it may be possible to improve the diagnostic process.
At one of health technology’s biggest events, the conversation around artificial intelligence has changed.
By Paul Cerrato and John Halamka — In our efforts to encourage prevention and wellness, we often advise patients to exercise, eat better, and manage their stress. Let’s not overlook the importance of a strong social network.
Mayo Clinic's Dr. Sonya Makhni answers key questions on creating and delivering artificial intelligence, inherent bias and the importance of risk classification systems.
By John Halamka and Paul Cerrato — Some technologists worry that the latest AI systems have the potential to outsmart their makers and enslave humanity. They’re ignoring more realistic technological concerns that challenge the healthcare community.
By John Halamka and Paul Cerrato — With so many developers launching AI algorithms, end users worry that they may be investing in useless—or harmful—technology. Academic medical centers, technology companies, and federal agencies have joined forces to address the challenge.
This year's J.P. Morgan Healthcare Conference brought a bevy of news announcements — from acquisitions to partnerships to new products and more. This list compiles short summaries for seven of the event’s most notable announcements.
By John Halamka and Paul Cerrato — Computers can’t hold a candle to a 10-year-old’s mastery of human language. But despite their shortcomings, they continue to surprise us with their ability to mimic the way we communicate.
By John Halamka and Paul Cerrato — The term knowledge graph may not be part of your everyday vocabulary, but if you are interested in digital health, it’s worth taking a closer look.
By John Halamka and Paul Cerrato — No sensible clinician would ever allow a large language model to replace them at the bedside, but those who want to use these digital tools to supplement their decision making might benefit from prompt engineering.
By John Halamka and Paul Cerrato — At face value, LLMs seem to exhibit the logical, analytical skills of experienced clinicians. But trying to comprehend what’s “under the hood” remains a challenge.
By John Halamka and Paul Cerrato — The U.S. government and the European Union both realize the need for measured control over the latest technology. Implement too many regulations too quickly and you stifle innovation. Move too slowly and you risk harm from irresponsible players in the field.
Rochester, Minn.-based Mayo Clinic's 2030 strategy is simple: to cure, connect and transform. But to get there, the world-renowned health system needs a robust people strategy developing the workforce of the future.