I am the Director of both the Centre for Statistics in Medicine and the UK EQUATOR centre. My primary area of research is in the design, methodological conduct, reporting, synthesis and appraisal of clinical prediction model studies (both regression and machine learning/artificial intelligence).I led the development of the TRIPOD Initiative and developed the - TRIPOD+AI (Artificial intelligence / machine learning; https://www.bmj.com/content/385/bmj-2023-078378)- TRIPOD Statement (prediction model studies; https://www.bmj.com/content/350/bmj.g7594)- TRIPOD-LLM (large language models; https://www.medrxiv.org/content/10.1101/2024.07.24.24310930v1)- TRIPOD-Cluster (prediction models accounting for clustering; https://tinyurl.com/59nhzsuu)- TRIOPD-SRMA (systematic reviews of prediction model studies; https://tinyurl.com/5yn255j4)- TRIPOD-P (protocols of prediction models; https://tinyurl.com/bdzb94at)I am involved in the development of reporting guidelines for studies using AI in biomedical research- CONSORT-AI (RCTs of AI interventions; https://tinyurl.com/4cr7fzwt)- SPIRIT-AI (RCT protocols of AI interventions; https://tinyurl.com/yv2y8e4x) - DECIDE-AI (early phase, safety, human factors of AI interventions; https://tinyurl.com/ytsh9phk) - STARD-AI (diagnostic test accuracy of AI; https://tinyurl.com/52j7d64f). - PRISMA-AI (systematic reviews of AI interventions; https://tinyurl.com/5apvm37n)I am currently involved in developing reporting recommendations for - large language models in biomedical research (CANGARU; https://tinyurl.com/45dk4t96)- large language model-linked chatbots for medical advice (CHART; https://tinyurl.com/5e85k357).Visit http://www.ndorms.ox.ac.uk/team/gary-collins for research profile and list of publications Google scholar profile -> https://scholar.google.co.uk/citations?user=cVKF81gAAAAJ&hl=en