ZhenZhen Gao, Xuan Qi, XingTing Zhang, XinZhen Gao, XinHua He, ShuBin Guo, Peng Li
Developing and Validating an Emergency Triage Model Using Machine Learning Algorithms with Medical Big Data
Risk management and healthcare policy
good science necessitates diverse perspectives guide progress study introduces datawizin educational initiative fosters diversity inclusion ai skills training research supported national institutes health r25 grant national library medicine datawizin provided comprehensive data science machine learning research experience students underrepresented minority groups medicine computing program evaluation triangulated quantitative qualitative data measure representation innovation experience diversity gains quantified using demographic data analysis computational projects systematically reviewed research productivity mixedmethods survey gauged participant perspectives skills gained support quality challenges faced overall sentiments first cohort 14 students summer 2023 demonstrated quantifiable increases representation greater participation women minorities evidencing efficacy proactive efforts engage talent typically excluded fields student interns conducted innovative projects elucidated disease mechanisms enhanced clinical decision support systems analyzed health disparities illustrating purposeful inclusion catalyzes innovation datawizin offers model developing ai systems research reflect true diversity realizing full societal benefits ai requires sustaining pathways historically excluded voices help shape field