Sebastian J. Vollmer

Machine learning and artificial intelligence research for patient benefit: 20 critical questions on transparency, replicability, ethics, and effectiveness

Sebastian J. Vollmer, Bilal A. Mateen, Gergő Bohner et al. · BMJ · 2020 · 468 citations · Full text

Computing, Computer Science, Health Informatics +13

Developing a reporting guideline for artificial intelligence-centred diagnostic test accuracy studies: the STARD-AI protocol

Viknesh Sounderajah, Hutan Ashrafian, Robert Golub et al. · BMJ Open · 2021 · 312 citations · Full text

Education, Project Management, Artificial Intelligence +14

Improving Survival of Critical Care Patients With Coronavirus Disease 2019 in England: A National Cohort Study, March to June 2020*

John Dennis, Andrew McGovern, Sebastian J. Vollmer et al. · Critical Care Medicine · 2020 · 234 citations · Full text

Medicine, Infectious Disease Control, Critical Care Medicine +11

Type 2 Diabetes and COVID-19–Related Mortality in the Critical Care Setting: A National Cohort Study in England, March–July 2020

John Dennis, Bilal A. Mateen, Nicholas J. Thomas et al. · Diabetes Care · 2020 · 185 citations · Full text

Medicine, Health Sciences, Internal Medicine +10

Consistency and fluctuations for stochastic gradient Langevin dynamics

Yee Whye Teh, Alexandre H. Thiéry, Sebastian J. Vollmer · Warwick Research Archive Portal (University of Warwick) · 2016 · 118 citations · Full text

Engineering, Computer Science, Probability Theory +15