Natural language processing based clinical decision support

Natural language processing based clinical decision support

This project aims to research and develop a language model based system which extracts data from unstructured medical text into a structured format using locally run open-sourced resources. By developing such a model, the feasibility of medical institutions developing their own language models using...

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Main Author: Lam, Yik Hong
Other Authors: Jiang Xudong
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Engineering
Medical language model
Online Access:https://hdl.handle.net/10356/176875
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-176875
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spelling sg-ntu-dr.10356-1768752024-05-24T15:45:51Z Natural language processing based clinical decision support Lam, Yik Hong Jiang Xudong School of Electrical and Electronic Engineering Institute for Infocomm Research, A*STAR EXDJiang@ntu.edu.sg Computer and Information Science Engineering Medical language model This project aims to research and develop a language model based system which extracts data from unstructured medical text into a structured format using locally run open-sourced resources. By developing such a model, the feasibility of medical institutions developing their own language models using their own medical data can be evaluated and assessed for potential future implementations especially with the expectations of further advancements in the domain of language models. Bachelor's degree 2024-05-24T06:43:47Z 2024-05-24T06:43:47Z 2024 Final Year Project (FYP) Lam, Y. H. (2024). Natural language processing based clinical decision support. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/176875 https://hdl.handle.net/10356/176875 en B3075-231 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Computer and Information Science
Engineering
Medical language model
spellingShingle Computer and Information Science
Engineering
Medical language model
Lam, Yik Hong
Natural language processing based clinical decision support
description This project aims to research and develop a language model based system which extracts data from unstructured medical text into a structured format using locally run open-sourced resources. By developing such a model, the feasibility of medical institutions developing their own language models using their own medical data can be evaluated and assessed for potential future implementations especially with the expectations of further advancements in the domain of language models.
author2 Jiang Xudong
author_facet Jiang Xudong
Lam, Yik Hong
format Final Year Project
author Lam, Yik Hong
author_sort Lam, Yik Hong
title Natural language processing based clinical decision support
title_short Natural language processing based clinical decision support
title_full Natural language processing based clinical decision support
title_fullStr Natural language processing based clinical decision support
title_full_unstemmed Natural language processing based clinical decision support
title_sort natural language processing based clinical decision support
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/176875
_version_ 1806059922596560896

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