بعد أكاديمية كاوست
Abdulrahman joined intelmatix as a Machine Learning Scientist in October 2026, after a summer internship there on AI data agents. Abdulrahman also completed the Saudi Speakers Fellowship in June 2026 and served as President of the Programming Club at King AbdulAziz University, where Abdulrahman studies.
المشروع الصيفي
تخصص الذكاء الاصطناعي · دفعة 2025
Integrating Predictive Analytics into an Equity Dashboard
The development an equity dashboard in hospitals has been proposed as a solution to facilitate the identification of variations in outcomes, encourage accountability, and support ongoing monitoring. Our research sought to develop an equity dashboard using data collected from the maternal care wards of a hospital in the US in 2019 and 2020. The data obtained were cleaned, and patient delivery data were linked to their demographic data using Microsoft Excel and Python. The data were then disaggregated by race/ethnicity and statistical analysis was performed to assess differences in the outcomes using R. Tableau Desktop was used to develop 18 visualizations of the measures. We are currently conducting usability testing. We could not complete the planned predictive modeling; however, we are working with our collaborators to obtain five years of data to incorporate predictive analytics in the next iteration. Once we validate its efficacy through user testing, we will disseminate our dashboard for implementation. 1) Develop predictive models of adverse events and outcomes based on patient characteristics and social vulnerability. Analyze feature importance for these predictions. 2) Develop an Excel Macro and content pack in Power BI that can generate comparable visualizations 3) Make dashboard publicly accessible through Tableau Public
المشرف: Tosin Akintunde
مع أكاديمية كاوست
- دفعة 2025
جامعة تورنتو · البرنامج الصيفي للذكاء الاصطناعي
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