Gary Collins

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.

Sep 1, 2024 | bmjopen.bmj.com | Jonathan Bedford |Kara Fields |Gary Collins |David A Clifton

DiscussionIn this consensus exercise, we aimed to identify important variables affecting AFACS risk. Highlighted variables may be used in the development of predictive models to inform future randomised trials or as covariates in prognostic studies. They will inform the development of two AFACS prediction models in the PARADISE project. Remote participation promoted international involvement.

Sep 1, 2024 | bmjopen.bmj.com | Jonathan Bedford |Kara Fields |Gary Collins |David A Clifton

DiscussionIn this consensus exercise, we aimed to identify important variables affecting AFACS risk. Highlighted variables may be used in the development of predictive models to inform future randomised trials or as covariates in prognostic studies. They will inform the development of two AFACS prediction models in the PARADISE project. Remote participation promoted international involvement.

Aug 10, 2024 | medrxiv.org | Lara Lusa |Franziska Kappenberg |Gary Collins |Matthias Schmid

AbstractThe number of prediction models proposed in the biomedical literature has been growing year on year. In the last few years there has been an increasing attention to the changes occurring in the prediction modeling landscape.

Aug 8, 2024 | obgyn.onlinelibrary.wiley.com | Alice Self |Michael Schlüssel |Gary Collins |Ferdinand Dhombres

1 INTRODUCTION Accurate gestational age (GA) assessment is a key component of obstetric care for timing interventions, such as the administration of steroids to the mother with preterm labour to enhance neonatal lung maturity; management of prematurity and foetal growth restriction; and induction of labour for obstetric complications and postmaturity.