Natural Language Processing for Enhanced Clinical Decision Support in Allergy Verification for Medication Prescriptions
Objective: To develop and validate a named entity recognition (NER) model based on BERT-based model trained on Spanish-language corpor, for extracting allergy-related information from unstructured electronic health records. Patients and Methods: The model was fine-tuned using 16,176 manually annotat...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-09-01
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| Series: | Mayo Clinic Proceedings: Digital Health |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2949761225000513 |
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