Hongxi Yan, Dawei Weng, Dongguo Li, Yu Gu, Wenji Ma, Qingjie Liu
Prior knowledge-guided multilevel graph neural network for tumor risk prediction and interpretation via multi-omics data integration
Briefings in bioinformatics
fundamentals endoscopic surgery fes completion mandatory certification american board surgery abs early simulation competency assessment bolster development trainee proficiency sought determine optimal timing fes examination evaluating pass rates based training level previous endoscopic experience pgy25 residents universitybased medical center novice fes assigned complete fes training testing training year prior endoscopic experience fes exam scores recorded pre posttest surveys residents program 88 able complete fes training testing within single academic year required single facultyled session 88 feel confident take exam augmented varying numbers independent practice sessions 50 12 19 35 27 5 training 84 felt confident would pass exam 93 first attempt higher written exam scores noted pgy5 group statistically significant differences overall pass rates technical exam scores based pgy level p 024 number previously completed endoscopic cases correlate exam scores p 024 written p 091 technical fundamentals endoscopic surgery fes certification successfully completed junior level general surgery residents regardless previous endoscopic experience moving exam earlier training years benefit resident development preparedness clinical setting without negatively impacting pass rates