Healthcare AI Won't Work Until You Fix Your Data
Building AI for clinical settings is harder than it looks. It takes more than picking a good model or tuning the right parameters. When engineers enter a hospital ecosystem, they quickly discover that the tools they rely on in other industries often break down. Clinical data is messy, sensitive, and spread across many systems. Handling it well isn't a nice-to-have. It's the foundation everything else rests on. Clinical data comes in many forms....
Building AI for clinical settings is harder than it looks. It takes more than picking a good model or tuning the right parameters. When engineers enter a hospital ecosystem, they quickly discover that the tools they rely on in other industries often break down. Clinical data is messy, sensitive, and spread across many systems. Handling it well isn't a nice-to-have. It's the foundation everything else rests on. Clinical data comes in many forms....