Investigating the Use of Natural Language Processing in Electronic Medical Record
- Title
- Investigating the Use of Natural Language Processing in Electronic Medical Record
- Creator
- Kasula B.Y.; Patil S.C.; Takkalapally P.; Gupta K.; Logeshwaran J.
- Description
- Natural language processing (NLP) implemented in digital scientific records (EMRs) can substantially enhance the nice and efficiency of affected person care. The purpose of NLP implemented in EMRs is to extract applicable facts from affected persons' notes written in a human language together with English. This information can then be stored in a suitable structured form for further evaluation and records mining. NLP has been carried out in the clinical field for the reason that Fifties as a green approach for retrieving textual content-based data and reading interactions among affected persons and healthcare professionals. With the arrival of electronic facts, NLP has come to be extra extensively applied for the diffusion of purposes, inclusive of automatic coding, scientific choice aid, and medical doctor order access. This summary makes a of exploring the usage of NLP in EMRs. The scope of this research consists of an evaluate of present NLP technologies and their software in EMRs. It additionally outlines a number of the present-day demanding situations inside the use of NLP for clinical information and shows capability answers. Finally, the potential applications of NLP-driven EMRs are discussed, inclusive of making use of in-health practitioner order entry, scientific choice assistance, and population health control. 2024 IEEE.
- Source
- 2024 15th International Conference on Computing Communication and Networking Technologies, ICCCNT 2024
- Date
- 2024-01-01
- Publisher
- Institute of Electrical and Electronics Engineers Inc.
- Subject
- Efficiency; Language; Natural; Robotical; Speciality
- Coverage
- Kasula B.Y., University Of The Cumberlands, Dept of Information Technology, Williamsburg, KY, United States; Patil S.C., United States; Takkalapally P., Lewis University, Department of Engineering, Computing and Mathematical Sciences, United States; Gupta K., University Of The Cumberlands, Dept of Information Technology, Williamsburg, KY, United States; Logeshwaran J., CHRIST (Deemed to be University), Department of Computer Science, Karnataka, Bengaluru, 560029, India
- Rights
- Restricted Access
- Relation
- ISBN: 979-835037024-9
- Format
- Online
- Language
- English
- Type
- Conference paper
Collection
Citation
Kasula B.Y.; Patil S.C.; Takkalapally P.; Gupta K.; Logeshwaran J., “Investigating the Use of Natural Language Processing in Electronic Medical Record,” CHRIST (Deemed To Be University) Institutional Repository, accessed February 25, 2025, https://archives.christuniversity.in/items/show/19015.