Exploring Explainable AI (EXAI) – An Emerging Trend in Healthcare Sector

Industry 4.0 and COVID-19 drove businesses to adopt AI/ML amid VUCA, advancing toward Industry 5.0. Explainable AI (EXAI) fosters trust in healthcare’s digital shift, enhanced remote care, and chronic-disease management, ushering smarter decisions and better patient outcomes. The authors used snowball sampling via Google Forms, surveying hospitals, practitioners, vendors, and customers on healthcare technology adoption. Data were visualized and analyzed descriptively. Explainable AI (EXAI) shows significant promise in managing NCDs, with ML tools aiding better diagnosis and treatment. Once EXAI is integrated nationwide in healthcare, Indian businesses will pivot, analyzing new challenges, enabling data-driven solutions that enhance well being and innovation.

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Publication Details

Journal
Communications in Mathematics and Applications
Published
2024-12-15
DOI
https://doi.org/10.26713/cma.v15i4.3279
Primary Topic
Artificial Intelligence in Healthcare
Type
article
Field-Weighted Citation Impact
0.00
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article

Exploring Explainable AI (EXAI) – An Emerging Trend in Healthcare Sector

K. S. Srinivasa Rao, Chaitali Pal, M. Yashvanth
Communications in Mathematics and Applications
Artificial Intelligence in Healthcare
article

Exploring Explainable AI (EXAI) – An Emerging Trend in Healthcare Sector

K. S. Srinivasa Rao, Chaitali Pal, M. Yashvanth
article en

Abstract

Industry 4.0 and COVID-19 drove businesses to adopt AI/ML amid VUCA, advancing toward Industry 5.0. Explainable AI (EXAI) fosters trust in healthcare’s digital shift, enhanced remote care, and chronic-disease management, ushering smarter decisions and better patient outcomes. The authors used snowball sampling via Google Forms, surveying hospitals, practitioners, vendors, and customers on healthcare technology adoption. Data were visualized and analyzed descriptively. Explainable AI (EXAI) shows significant promise in managing NCDs, with ML tools aiding better diagnosis and treatment. Once EXAI is integrated nationwide in healthcare, Indian businesses will pivot, analyzing new challenges, enabling data-driven solutions that enhance well being and innovation.

Communications in Mathematics and ApplicationsVol. 15(4)
Jain University (IN), University of Mysore (IN)
Decent work and economic growth
Openalex Percentile: Top 58%
Artificial Intelligence in Healthcare
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