Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385550818> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4385550818 abstract "Due to the rapid expansion of medical literature, keeping pace with the latest research and clinical guidelines has become more challenging for healthcare professionals.To overcome this challenge, effective text summarization is crucial for improving access to knowledge, enhancing clinical decision-making, and ultimately benefiting patient outcomes. In this study, a medical text summarization system that employs large language models (LLMs) was fine-tuned and evaluated with the objective of generating precise, logical, and brief summaries of medical literature, emphasizing clinical relevance and ease of understanding. We plan to evaluate the performance of GPT3, GPT4 and the fine-tuned T5, BART, and Pegasus models trained on the standard PubMed dataset using standard evaluation metrics." @default.
- W4385550818 created "2023-08-04" @default.
- W4385550818 creator A5020727991 @default.
- W4385550818 creator A5021791957 @default.
- W4385550818 creator A5030440970 @default.
- W4385550818 date "2023-08-03" @default.
- W4385550818 modified "2023-10-14" @default.
- W4385550818 title "Performance Analysis of Large Language Models for Medical Text Summarization" @default.
- W4385550818 doi "https://doi.org/10.31219/osf.io/kn5f2" @default.
- W4385550818 hasPublicationYear "2023" @default.
- W4385550818 type Work @default.
- W4385550818 citedByCount "0" @default.
- W4385550818 crossrefType "posted-content" @default.
- W4385550818 hasAuthorship W4385550818A5020727991 @default.
- W4385550818 hasAuthorship W4385550818A5021791957 @default.
- W4385550818 hasAuthorship W4385550818A5030440970 @default.
- W4385550818 hasBestOaLocation W43855508181 @default.
- W4385550818 hasConcept C13280743 @default.
- W4385550818 hasConcept C142724271 @default.
- W4385550818 hasConcept C158154518 @default.
- W4385550818 hasConcept C170858558 @default.
- W4385550818 hasConcept C17744445 @default.
- W4385550818 hasConcept C199539241 @default.
- W4385550818 hasConcept C204321447 @default.
- W4385550818 hasConcept C205649164 @default.
- W4385550818 hasConcept C2522767166 @default.
- W4385550818 hasConcept C2777526511 @default.
- W4385550818 hasConcept C2779231881 @default.
- W4385550818 hasConcept C41008148 @default.
- W4385550818 hasConcept C69505689 @default.
- W4385550818 hasConcept C71924100 @default.
- W4385550818 hasConceptScore W4385550818C13280743 @default.
- W4385550818 hasConceptScore W4385550818C142724271 @default.
- W4385550818 hasConceptScore W4385550818C158154518 @default.
- W4385550818 hasConceptScore W4385550818C170858558 @default.
- W4385550818 hasConceptScore W4385550818C17744445 @default.
- W4385550818 hasConceptScore W4385550818C199539241 @default.
- W4385550818 hasConceptScore W4385550818C204321447 @default.
- W4385550818 hasConceptScore W4385550818C205649164 @default.
- W4385550818 hasConceptScore W4385550818C2522767166 @default.
- W4385550818 hasConceptScore W4385550818C2777526511 @default.
- W4385550818 hasConceptScore W4385550818C2779231881 @default.
- W4385550818 hasConceptScore W4385550818C41008148 @default.
- W4385550818 hasConceptScore W4385550818C69505689 @default.
- W4385550818 hasConceptScore W4385550818C71924100 @default.
- W4385550818 hasLocation W43855508181 @default.
- W4385550818 hasOpenAccess W4385550818 @default.
- W4385550818 hasPrimaryLocation W43855508181 @default.
- W4385550818 hasRelatedWork W2136308941 @default.
- W4385550818 hasRelatedWork W2285613413 @default.
- W4385550818 hasRelatedWork W2308250245 @default.
- W4385550818 hasRelatedWork W2351187795 @default.
- W4385550818 hasRelatedWork W2380641910 @default.
- W4385550818 hasRelatedWork W2389846579 @default.
- W4385550818 hasRelatedWork W2561691764 @default.
- W4385550818 hasRelatedWork W2589098947 @default.
- W4385550818 hasRelatedWork W2887112617 @default.
- W4385550818 hasRelatedWork W3014399069 @default.
- W4385550818 isParatext "false" @default.
- W4385550818 isRetracted "false" @default.
- W4385550818 workType "article" @default.