Curdin Marxer, Heiko Rölke, Alex Alfieri, M. Halatsch
{"title":"Case Study: Natural Language Processing (NLP) with Open Data for Drug Repositioning in Glioblastoma Therapy","authors":"Curdin Marxer, Heiko Rölke, Alex Alfieri, M. Halatsch","doi":"10.1109/SDS57534.2023.00009","DOIUrl":null,"url":null,"abstract":"The development and discovery of new drugs is a long, costly and risky endeavour with low rate of success. It is a well-known practice to identify new uses for already existing drugs or known active compounds, referred to as “drug repositioning’’ or “drug repurposing This case study uses NLP techniques and open data sources to explore their potential in identifying drugs for glioblastoma therapy beyond the obvious choices documented in established databases like DrugBank.","PeriodicalId":150544,"journal":{"name":"2023 10th IEEE Swiss Conference on Data Science (SDS)","volume":"10 4","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 10th IEEE Swiss Conference on Data Science (SDS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SDS57534.2023.00009","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The development and discovery of new drugs is a long, costly and risky endeavour with low rate of success. It is a well-known practice to identify new uses for already existing drugs or known active compounds, referred to as “drug repositioning’’ or “drug repurposing This case study uses NLP techniques and open data sources to explore their potential in identifying drugs for glioblastoma therapy beyond the obvious choices documented in established databases like DrugBank.