Publications by authors named "Suresh Palla"
Hybrid approach combining deep learning and a rule based expert system for concept extraction from prescriptions.
Annu Int Conf IEEE Eng Med Biol Soc
July 2023
Article Synopsis
- Concept extraction from prescriptions is crucial for improving healthcare applications, including decision-making and medication management.
- Traditional rule-based systems struggle with complex prescription text, making it necessary to combine these with advanced deep learning techniques like fine-tuned BERT and Gram CNN for better accuracy.
- The proposed approach optimizes concept extraction by integrating domain knowledge and intelligent labeling, achieving the highest reported performance in the field for extracting information from prescriptions.
Nano sized defect pyrochlore, KAl0.33W1.67O6 (KAW), is prepared through sol-gel method.
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