{"type":"video","version":"1.0","html":"<iframe src=\"https://www.loom.com/embed/a17dfa5b948c4dcd8bd6e20201c9d206\" frameborder=\"0\" width=\"1728\" height=\"1296\" webkitallowfullscreen mozallowfullscreen allowfullscreen></iframe>","height":1296,"width":1728,"provider_name":"Loom","provider_url":"https://www.loom.com","thumbnail_height":1296,"thumbnail_width":1728,"thumbnail_url":"https://cdn.loom.com/sessions/thumbnails/a17dfa5b948c4dcd8bd6e20201c9d206-ebc586c734f7c138.gif","duration":344.3279,"title":"Breast Cancer Gene Analysis and Model Development for African Populations 🌍","description":"In this video, I walk you through my project focused on analyzing the BRCA1 gene, which is crucial for understanding breast cancer risk, particularly in African populations where existing models are biased. I demonstrate how our model predicts whether a gene variant is likely benign, showcasing a confidence level of 60%. Our testing results indicate a high performance, with unit testing at 96% and end-to-end testing at 100%. I also highlight the potential cost savings of up to $1.6 million through this model. I encourage you to navigate to the Capstone site to explore and utilize this application further."}