19 - 22 Oct 2025 | Las Vegas

AI's Mission to the Medical Margins

About this Session:

While everyone's watching AI revolutionize cancer and Alzheimer's research, a quieter revolution is happening in medicine's forgotten corners: rare diseases, renal conditions, and other "orphan" illnesses that have been largely ignored by pharma because the patient populations were too small and the profit margins too uncertain. AI is flipping this script entirely, using computational power to tackle diseases that affect thousands rather than millions, proving that machine learning doesn't care about market size when it comes to identifying promising drug targets and accelerating discovery timelines. From predicting how novel compounds might treat rare genetic disorders to designing therapies for chronic kidney disease that affects 37 million Americans, but receives a fraction of the research attention, AI platforms are democratizing drug discovery for conditions that traditional pharmaceutical economics left behind. Are we on the verge of a golden age for rare disease treatment, where computational drug discovery finally levels the playing field and ensures that rare doesn't mean forgotten?

About Us

HLTH Inc. is a dynamic community delivering unique value to the healthcare industry through a mix of unparalleled global events, inspirational content, and impact-driven initiatives.

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USA Event Dates

2026 | HLTH: Nov 15 – 18 | Las Vegas | Register | Sponsor
2027 | ViVE: Mar 14 – 17 | Nashville | Be First to Know | Sponsor
2027 | HLTH: Oct 17 - 20 | Las Vegas, NV

Europe Event Dates

2027 | HLTH Europe: June 21 - 24 | Amsterdam
2028 | HLTH Europe: June 19 - 22 | Amsterdam

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