Unveiling the Influence of AI Predictive Analytics on Patient Outcomes: A Comprehensive Narrative Review
Jinnah Postgraduate Medical Center · Fatima Jinnah Medical University · +8 more institutions
Abstract
This comprehensive literature review explores the transformative impact of artificial intelligence (AI) predictive analytics on healthcare, particularly in improving patient outcomes regarding disease progression, treatment response, and recovery rates. AI, encompassing capabilities such as learning, problem-solving, and decision-making, is leveraged to predict disease progression, optimize treatment plans, and enhance recovery rates through the analysis of vast datasets, including electronic health records (EHRs), imaging, and genetic data. The utilization of machine learning (ML) and deep learning (DL) techniques in predictive analytics enables personalized medicine by facilitating the early detection of…
Citation impact
- FWCI
- 17.24
- Percentile
- 100%
- References
- 89
Authors
10- DDDiny DixonCorresponding
Jinnah Postgraduate Medical Center, Fatima Jinnah Medical University, Punjab Medical College, Pontificia Universidad Javeriana, Jubilee Mission Medical College and Research Institute, Mamata Medical College, Dow University of Health Sciences, Gujarat Cancer Society, SVS Medical College, All India Institute of Medical Sciences
- HSHina Sattar
Jinnah Postgraduate Medical Center, Fatima Jinnah Medical University, Punjab Medical College, Pontificia Universidad Javeriana, Jubilee Mission Medical College and Research Institute, Mamata Medical College, Dow University of Health Sciences, Gujarat Cancer Society, SVS Medical College, All India Institute of Medical Sciences
- NMNatalia Moros
Jinnah Postgraduate Medical Center, Fatima Jinnah Medical University, Punjab Medical College, Pontificia Universidad Javeriana, Jubilee Mission Medical College and Research Institute, Mamata Medical College, Dow University of Health Sciences, Gujarat Cancer Society, SVS Medical College, All India Institute of Medical Sciences
- SRSrija Reddy Kesireddy
Jinnah Postgraduate Medical Center, Fatima Jinnah Medical University, Punjab Medical College, Pontificia Universidad Javeriana, Jubilee Mission Medical College and Research Institute, Mamata Medical College, Dow University of Health Sciences, Gujarat Cancer Society, SVS Medical College, All India Institute of Medical Sciences
- HAHuma Ahsan
Jinnah Postgraduate Medical Center, Fatima Jinnah Medical University, Punjab Medical College, Pontificia Universidad Javeriana, Jubilee Mission Medical College and Research Institute, Mamata Medical College, Dow University of Health Sciences, Gujarat Cancer Society, SVS Medical College, All India Institute of Medical Sciences
Topics & keywords
- Predictive analytics
- Narrative
- Analytics
- Data science
- Psychology
- Computer science
- Philosophy