International Journal of Innovative Research in Engineering & Multidisciplinary Physical Sciences
E-ISSN: 2349-7300Impact Factor - 9.907

A Widely Indexed Open Access Peer Reviewed Online Scholarly International Journal

Call for Paper Volume 12 Issue 6 November-December 2024 Submit your research for publication

The Transformative Impact of Artificial Intelligence on Clinical Laboratory Diagnostics: Advancing Automation, Predictive Analysis, and Diagnostic Accuracy

Authors: Abdulaziz Y. Homadi, Abdulaziz S. Alshehri, Fahad S. Almasnad, Fahad A. Altheyab, Ahmad A. Alsenaidy

DOI: https://doi.org/10.5281/zenodo.13932555

Short DOI: https://doi.org/g8f52v

Country: Saudi Arabia

Full-text Research PDF File:   View   |   Download


Abstract: Artificial Intelligence (AI) is transforming clinical laboratory diagnostics by improving workflow efficiency, diagnostic accuracy, and predictive analytics. This study, conducted in a tertiary hospital, assessed the impact of AI tools on laboratory performance. Quantitative results showed significant reductions in turnaround times (34-48%) and error rates (54-72%) across various departments, with enhanced predictive accuracy for conditions such as sepsis and cancer recurrence. Qualitative findings revealed that while AI improved efficiency, concerns about data privacy, transparency, and trust in AI-generated results persisted. The study concludes that AI tools, when integrated with human expertise, can revolutionize diagnostic practices, though ethical and operational challenges remain.

Keywords: Artificial Intelligence, clinical laboratory diagnostics, automation, predictive analytics, diagnostic accuracy, machine learning, data privacy


Paper Id: 231351

Published On: 2024-09-09

Published In: Volume 12, Issue 5, September-October 2024

Cite This: The Transformative Impact of Artificial Intelligence on Clinical Laboratory Diagnostics: Advancing Automation, Predictive Analysis, and Diagnostic Accuracy - Abdulaziz Y. Homadi, Abdulaziz S. Alshehri, Fahad S. Almasnad, Fahad A. Altheyab, Ahmad A. Alsenaidy - IJIRMPS Volume 12, Issue 5, September-October 2024. DOI 10.5281/zenodo.13932555

Share this