Renato Umeton

Jan 8, 2025 | nature.com | Jack Gallifant |Saleem Ameen |Yindalon Aphinyanaphongs |Shan Chen |Giovanni E. Cacciamani |Roxana Daneshjou | +7 more

AbstractLarge language models (LLMs) are rapidly being adopted in healthcare, necessitating standardized reporting guidelines. We present transparent reporting of a multivariable model for individual prognosis or diagnosis (TRIPOD)-LLM, an extension of the TRIPOD + artificial intelligence statement, addressing the unique challenges of LLMs in biomedical applications. TRIPOD-LLM provides a comprehensive checklist of 19 main items and 50 subitems, covering key aspects from title to discussion.

May 8, 2023 | nature.com | Davide Placido |Chunlei Zheng |Amalie D. Haue |Piotr Chmura |Renato Umeton |Debora S. Marks | +5 more

AbstractPancreatic cancer is an aggressive disease that typically presents late with poor outcomes, indicating a pronounced need for early detection. In this study, we applied artificial intelligence methods to clinical data from 6 million patients (24,000 pancreatic cancer cases) in Denmark (Danish National Patient Registry (DNPR)) and from 3 million patients (3,900 cases) in the United States (US Veterans Affairs (US-VA)).