DOI: 10.1515/mr-2023-0011
Applications of cutting-edge artificial intelligence technologies in biomedical literature and document mining
Fei He1
Kai Liu2
Zhiyuan Yang2
Mark Hannink3
Richard D.Hammer4
Mihail Popescu5
Dong Xu6
1.School of Information Science and Technology,Northeast Normal University,Changchun,Jilin Province,China;Department of Electrical Engineer and Computer Science,Christopher S.Bond Life Sciences Center,University of Missouri,Columbia,USA2.School of Information Science and Technology,Northeast Normal University,Changchun,Jilin Province,China3.Department of Biochemistry,Christopher S.Bond Life Sciences Center,University of Missouri,Columbia,USA4.Department of Pathology and Anatomical Sciences,University of Missouri,Columbia,USA5.Department of Health Management and Informatics,University of Missouri,Columbia,USA6.Department of Electrical Engineer and Computer Science,Christopher S.Bond Life Sciences Center,University of Missouri,Columbia,65211,MO,USA
摘要：The biomedical literature is a vast and invalu-able resource for biomedical research.Integrating knowl-edge from the literature with biomedical data can help biological studies and the clinical decision-making process.Efforts have been made to gather information from the biomedical literature and create biomedical knowledge bases,such as KEGG and Reactome.However,manual curation remains the primary method to retrieve accurate biomedical entities and relationships.Manual curation becomes increasingly challenging and costly as the volume of biomedical publications quickly grows.Fortunately,recent advancements in Artificial Intelligence(AI)tech-nologies offer the potential to automate the process of curating,updating,and integrating knowledge from the literature.Herein,we highlight the AI capabilities to aid in mining knowledge and building the knowledge base from the biomedical literature.
机标关键词：literatureapplicationsintelligencetechnologiesartificialbiomedicalcutting-edgedocument
论文发表日期：2023-06-28
在线出版日期：2025-08-15（本平台首次上网日期，不代表文献的发表时间）
页数：5( 200-204 )
英文信息