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View All on GitHub Protocol: Bangla Clinical Information Extraction from EHRs about 1 month ago
AI Summary: The task involves developing a clinical information extraction module for Bangla Electronic Health Records (EHRs). This includes data collection, preprocessing, named entity recognition (NER) model development using a Bangla BERT model, annotation, and rigorous evaluation using metrics like precision, recall, and F1 score. The project aims for high accuracy (85% F1 score), speed (<100ms per document), and reliability (95% uptime). Addressing challenges like Bangla morphological complexity and spelling variations is crucial.
Complexity:
5/5
documentation enhancement help wanted
This is a project on fine tuning a LLM model for generating email subject lines.
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