Mark Brentnall, John Lenihan, Christopher Simmonds, Anand Malpani, Antonio R Gargiulo, Martin Martino, Jeffrey S Levy
Evaluation of different approaches to define expert benchmark scores for new robotic training simulators based on the Medtronic HUGO™ RAS surgical robot experience
Journal of robotic surgery
diagnostic tests play crucial role establishing presence specific disease individual receiver operating characteristic roc curve analyses essential tools provide performance metrics diagnostic tests accurate determination cutoff point roc curve analyses critical aspect process variety methods developed find optimal cutoffs although r programming language provides variety package programs conducting roc curve analysis determining appropriate cutoffs typically needs coding skills substantial investment time specifically necessity data preprocessing analysis present significant challenge especially individuals without coding experience developed cera chatgptenhanced roc analysis tool userfriendly roc curve analysis web tool using shiny interface faster effective analyses solve problem cera userfriendly also interacts chatgpt interprets outputs allows interpreted report generated rmarkdown presented user enhancing accessibility understanding analysis results