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Handwritten Prescription Digitalization using Layout Analysis and OCR

Problem

Clinical prescriptions are unstructured and difficult to digitize accurately at scale.

Method

Pipeline combining layout segmentation, OCR models, and generative formatting for structured outputs.

Results

Achieved CER 0.0951, around 2.28 second inference, and reduced manual workload by 52.68% across a high-volume deployment.