Can I read Deep Learning for COVID-19 Symptom Extraction on EtoBox?
Deep Learning for COVID-19 Symptom Extraction by Naura is a document available to read on EtoBox.
What is Deep Learning for COVID-19 Symptom Extraction about?
This research presents a novel deep language model for extracting patient-reported symptoms from clinical text, specifically targeting the identification of COVID-19 symptoms from social media. The model integrates syntactic and semantic analysis to enhance extraction accuracy, outperforming existing symptom extraction models. Key contributions include the development of an integrated model, performance comparisons with baseline models, and successful extraction of both common and rare COVID-19 symptoms.
- Author
- Naura
- Language
- EN