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Transforming cancer clinical trials: The integral role of artificial intelligence in electronic health records for efficient patient recruitment.

Authors :
Nashwan AJ
Hani SB
Source :
Contemporary clinical trials communications [Contemp Clin Trials Commun] 2023 Nov 07; Vol. 36, pp. 101223. Date of Electronic Publication: 2023 Nov 07 (Print Publication: 2023).
Publication Year :
2023

Abstract

Healthcare is one of the sectors where artificial intelligence (AI) is currently viewed as a crucial driving factor. Patient care, medical research, and clinical trial enrollment could all significantly improve due to AI's incorporation into electronic health records (EHRs). This short communication highlights how AI may improve the recruitment process regarding speed, accuracy, and overall cancer clinical trial efficiency. AI can automate this procedure by utilizing machine learning (ML) algorithms, identifying potential trial participants quickly and precisely. Many challenges could be addressed due to this integration, including data privacy and security that can be resolved through cutting-edge encryption techniques and differential privacy algorithms that ensure data anonymization. Another significant obstacle is the lack of common EHR formats and interoperability that can be addressed by creating a standardized structured layout. Automating and improving recruitment processes with AI may speed up research, increase the effectiveness of clinical trials, and open the door to more specialized cancer treatments.<br />Competing Interests: The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.<br /> (© 2023 The Authors.)

Details

Language :
English
ISSN :
2451-8654
Volume :
36
Database :
MEDLINE
Journal :
Contemporary clinical trials communications
Publication Type :
Academic Journal
Accession number :
38034843
Full Text :
https://doi.org/10.1016/j.conctc.2023.101223