Deep learning-based NLP Data Pipeline for EHR Scanned Document Information Extraction

no code implementations • 14 Sep 2021 • Enshuo Hsu, Ioannis Malagaris, Yong-Fang Kuo, Rizwana Sultana, Kirk Roberts

We also evaluated the combinations of image preprocessing methods (gray-scaling, dilate & erode, increased contrast by 20%, increased contrast by 60%), and two deep learning architectures (with and without structured input that provides document layout information).

Optical Character Recognition Optical Character Recognition (OCR) +1