Leveraging AI for Predictive Modeling in Patient-Centric Care

Authors

  • Dr. Praveen bobby Author

Abstract

This study investigates the implementation of predictive modeling using artificial intelligence to enhance patient-centric care. By analyzing patient demographics, medical history, and treatment outcomes, we developed an AI model that predicts individual health trajectories. Our findings highlight the effectiveness of AI in personalizing healthcare interventions and improving patient engagement, ultimately leading to better health outcomes.

Molli, V. L. P. (2022). Effectiveness of AI-Based Chatbots in Mental Health Support: A Systematic Review. Journal of Healthcare AI and ML9(9), 1-11.

Molli, V. L. P. (2021). Exploring the Interplay between Diabetes Mellitus and Peri-implantitis: Mechanisms, Management, and Clinical Implications. International Meridian Journal3(3), 1-10.

Molli, V. L. P. (2021). Telemedicine Adoption in Rural Healthcare: Overcoming Barriers and Enhancing Access. International Journal of Holistic Management Perspectives2(2), 1-11.

Molli, V. L. P. (2021). Interplay Between Osteoporosis and Periodontitis: A Comprehensive Review of Mechanisms and Clinical Implications. International Journal of Creative Research In Computer Technology and Design, 3(3), 1-20.

Molli, V. L. P. (2021). Mitigating COVID-19 Transmission: A Machine Learning Approach to Contact Tracing Optimization. International Journal of Machine Learning for Sustainable Development3(2), 1-10.

Molli, V. L. P. (2021). Ethical Considerations in AI-Assisted Diagnosis: Balancing Privacy, Accuracy, and Patient Autonomy. International Journal of Machine Learning and Artificial Intelligence2(2), 1-10.

References

Lee, Y., & Choi, J. (2022). The impact of AI on healthcare delivery: A review. Health Services Research, 57(3), 719-735. https://doi.org/10.1111/1475-6773.13625

Molli, V. L. P. (2022). Effectiveness of AI-Based Chatbots in Mental Health Support: A Systematic Review. Journal of Healthcare AI and ML, 9(9), 1-11.

Molli, V. L. P. (2021). Exploring the Interplay between Diabetes Mellitus and Peri-implantitis: Mechanisms, Management, and Clinical Implications. International Meridian Journal, 3(3), 1-10.

Molli, V. L. P. (2021). Telemedicine Adoption in Rural Healthcare: Overcoming Barriers and Enhancing Access. International Journal of Holistic Management Perspectives, 2(2), 1-11.

Molli, V. L. P. (2021). Interplay Between Osteoporosis and Periodontitis: A Comprehensive Review of Mechanisms and Clinical Implications. International Journal of Creative Research In Computer Technology and Design, 3(3), 1-20.

Molli, V. L. P. (2021). Mitigating COVID-19 Transmission: A Machine Learning Approach to Contact Tracing Optimization. International Journal of Machine Learning for Sustainable Development, 3(2), 1-10.

Molli, V. L. P. (2021). Ethical Considerations in AI-Assisted Diagnosis: Balancing Privacy, Accuracy, and Patient Autonomy. International Journal of Machine Learning and Artificial Intelligence, 2(2), 1-10.

Davis, K., & Johnson, L. (2022). The role of AI chatbots in patient engagement: A systematic review. International Journal of Medical Informatics, 168, 104-112. https://doi.org/10.1016/j.ijmedinf.2023.104112

Elhassan, M., & Ali, A. (2022). Machine learning approaches for predicting hospital readmissions: A systematic analysis. Health Informatics Journal, 29(3), 305-318. https://doi.org/10.1177/14604582221053243

Published

2022-08-17

Issue

Section

Articles

How to Cite

Leveraging AI for Predictive Modeling in Patient-Centric Care. (2022). International Transactions on Healthcare (ITHC), 2(2). https://journals.enfoundations.com/index.php/ITHC/article/view/34