Healthcare Providers|Product Engineering

Children's Hospital of Philadelphia
Medical record analysis

Retrieval AI missed vital context in 146M notes. A reasoning model now learns full patient histories for instant, accurate recall.

PublishedNov 7, 2025|3 months ago

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The story

The nation's first freestanding pediatric hospital manages care for 1.6 million patients, with a database containing 146 million clinical notes.

Physicians cannot manually review complete patient histories during time-constrained visits, while standard retrieval-based AI tools frequently miss...

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The company

Children's Hospital of Philadelphia logo

Children's Hospital of Philadelphia

chop.edu

Pediatric hospital system and medical research institute.

IndustryHealthcare Providers
LocationPhiladelphia, PA, USA
Employees10K-50K
Founded1855

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