The Genius Scale Podcast
Community cancer centers treat 80% of American cancer patients but have up to 30% higher mortality rates than academic institutions. Kingsley Ndoh watched his aunt suffer through a late-stage colorectal cancer misdiagnosis in Nigeria, then discovered this disparity stems from resource constraints: community oncologists carry three times the workload with limited access to cutting-edge research and clinical trial results that academic centers implement immediately. His solution: Hurone AI, a digital oncologist achieving 50% workload reduction and 95% protocol compliance. While competitors focus on diagnostics, Kingsley tackles the treatment decision gap with voice-activated data retrieval, real-time guideline updates, and treatment options backed by references. From piloting in Rwanda with Kinyarwanda language support to FDA approval for UCSF and Johns Hopkins, Kingsley reveals why international datasets reduce AI bias and how value-based care models are accelerating adoption of clinical decision support systems. Key Topics * Why community cancer centers have 30% higher mortality despite treating 80% of patients * Building a digital oncologist with voice activation and real-time guidelines * Engineering out hallucinations using AWS Bedrock with feedback loops * FDA 510K approval for clinical decision support systems * Rwanda pilot with Kinyarwanda language before US rollout * Why international data diversity reduces AI bias in treatment * Value-based care shifting from fee-for-service to quality metrics Chapters * 00:00 From Nigeria to Silicon Valley: The Personal Story Behind Hurone AI * 04:32 The 30% Mortality Gap Between Cancer Center Types * 09:24 Building the Digital Oncologist: Treatment Decisions vs Diagnostics * 13:28 Engineering Out Hallucinations with AWS Bedrock * 15:26 Navigating FDA Approval and Healthcare Regulation * 18:00 UCSF Green Tumor Center: Piloting with Brain Cancer * 23:53 President's Cancer Panel and Technology Policy * 29:44 Global Testing: Rwanda Pilot and Multilingual Expansion * 34:00 International Data Standards and Bias Reduction * 38:00 The Ethics of AI in Healthcare: Why Symbiosis is Non-Negotiable Keywords: Hurone AI, oncology, clinical decision support, cancer care disparity, AI healthcare, FDA approval, value-based care, precision oncology, medical AI, global health equity
34 episodios
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