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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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/176875 |
| _version_ | 1811695666302287872 |
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| author | Lam, Yik Hong |
| author2 | Jiang Xudong |
| author_facet | Jiang Xudong Lam, Yik Hong |
| author_sort | Lam, Yik Hong |
| collection | NTU |
| 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. |
| first_indexed | 2024-10-01T07:27:06Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/176875 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T07:27:06Z |
| publishDate | 2024 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Computer and Information Science Engineering Medical language model Lam, Yik Hong Natural language processing based clinical decision support |
| title | 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_short | Natural language processing based clinical decision support |
| title_sort | natural language processing based clinical decision support |
| topic | Computer and Information Science Engineering Medical language model |
| url | https://hdl.handle.net/10356/176875 |
| work_keys_str_mv | AT lamyikhong naturallanguageprocessingbasedclinicaldecisionsupport |