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A “plug-and-play” AI recognizes 18 cancer types from just a handful of slides
Artificial Intelligence
Innovative

A “plug-and-play” AI recognizes 18 cancer types from just a handful of slides

Described in Nature Cancer in April 2026, PRET — built by a team led by Prof. Li Xiaomeng at HKUST with Guangdong Provincial People’s Hospital and Harvard Medical School — brings “in-context learning” to pathology, recognizing 18 cancer types from just one to eight reference slides, with accuracy that matched or beat expert pathologists in key tasks.

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5 min read
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AI System Succeeds in Diagnosing Rare Diseases by Combining Clinical Data, Genetics, and Medical Literature
Artificial Intelligence
Innovative

AI System Succeeds in Diagnosing Rare Diseases by Combining Clinical Data, Genetics, and Medical Literature

A new AI system published in Nature can diagnose rare diseases by integrating clinical data, genetic information, and medical literature searches. The system provides its underlying reasoning, helping doctors understand its conclusions. For patients who often wait years for a diagnosis, the technology could dramatically shorten the diagnostic odyssey.

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5 min read
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