Have a personal or library account? Click to login
Optimizing patient care with big data analytics and machine learning algorithms Cover

Optimizing patient care with big data analytics and machine learning algorithms

Open Access
|Jun 2025

References

  1. Borhade, R. R. (2024). AI-Enhanced Predictive Analytics for Proactive Healthcare Management: Leveraging Machine Learning to Improve Patient Care and Operational Efficiency. Panamerican Mathematical Journal.
  2. Gates, J. M., Yulianti, Y., & Pangilinan, G. A. (2024). Big Data Analytics for Predictive Insights in Healthcare. International Transactions on Artificial Intelligence.
  3. Kavuta, S., & Mulepa, J. (2024). Machine Learning in Health Analytics and Patient Monitoring. International Journal of Advanced Research in Science, Communication and Technology.
  4. Uddin, M. M., Islam, A., Saha, R. R., & Goswami, D. (2024). The Role of Machine Learning in Transforming Healthcare: A Systematic Review.
  5. Cincar, K., Minda, A. A., & Varga, M. (2024). A Simulation-based Analysis Using Machine Learning Models to Optimize Patient Flow and Treatment Costs. Broad Research in Artificial Intelligence and Neuroscience.
  6. Akour, I., & Salloum, S. A. (2024). The Impact of Big Data Analytics on Healthcare: A Systematic Review.
  7. Sharma, M., Tiwari, D., Verma, N., & Singhal, A. (2024). Revolutionizing Healthcare: The Power of Machine Learning.
  8. Zainab, O. A., & Mgbole, T. J. (2024). Utilization of Big Data Analytics to Identify Population Health Trends and Optimize Healthcare Delivery System Efficiency. World Journal of Advanced Research and Reviews.
  9. Anand, R. (2024). Enhancing Patient Care Pathways through AI-Driven Data Science and Program Management Strategies. International Journal of Media and Networks.
  10. Mane, P. P., Naik, K., Chaudhari, L. R., Khodke, H. E., & Gaikwad, D. V. S. (2024). Advancements in Machine Learning Algorithms for Predictive Analytics in Healthcare. Advances in Nonlinear Variational Inequalities.
  11. Karakolias, S. (2024). Mapping Data-Driven Strategies in Improving Healthcare and Patient Satisfaction. World Journal of Advanced Engineering Technology and Sciences.
  12. Ali, L., Gun, T. C., & Alhasan, W. (2024). Comparative Analysis of Machine Learning Algorithms in Enhancing Healthcare Outcomes. European Modern Studies Journal.
  13. Hemlata, M., & Shweta, S. (2024). The Use of Big Data Analytics in Healthcare. International Journal of Advanced Research in Science, Communication and Technology.
  14. Momotaj, M., Hasan, M., & Sany, S. M. A. (2024). Harnessing Big Data and Machine Learning for Transformative Healthcare Information Management.
  15. Puli, S. K., & Usha, P. (2024). Transforming Healthcare: Advancements, Applications, and Future Directions of Machine Learning.
  16. Sivaramakrishnan, A., & Kokila, G. (2024). Intelligent Healthcare Data Analysis System Using Swarm-Based Optimization Algorithm. Bonfring International Journal of Data Mining.
  17. Khinvasara, T., Cuthrell, K. M., & Tzenios, N. (2024). Harnessing Artificial Intelligence in Healthcare Analytics: From Diagnosis to Treatment Optimization. Asian Journal of Medicine and Health.
  18. Ajegbile, M. D., Olaboye, J. A., & Maha, C. C. (2024). Integrating Business Analytics in Healthcare: Enhancing Patient Outcomes through Data-Driven Decision Making. World Journal of Biology Pharmacy and Health Sciences.
  19. Kumar, R., Singhal, K., & Kushwah, K. (2024). Healthcare Machine Learning Insights.
  20. Senthilkumar, R., Prakasam, S., & Manochitra, P. M. (2024). Implementing Innovative Strategies for Advancing Healthcare Outcomes by Leveraging Machine Learning Technologies and Data-Driven Approaches. Advances in Computational Intelligence and Robotics Book Series.
  21. Geetha, B. G., Senthilkumar, R., & Yasotha, S. (2024). Unlocking and Maximizing the Multifaceted Potential of Machine Learning Techniques in Enhancing Healthcare Delivery. Advances in Computational Intelligence and Robotics Book Series.
  22. Fancy, C., Krishnaraj, N., Ishwarya, K., Raja, G., & Chandrasekaran, S. (2024). Modeling of Healthcare Data Analytics Using Optimal Machine Learning Model in Big Data Environment. Expert Systems.
  23. Santamato, V., Tricase, C., Faccilongo, N., Marengo, A., & Pange, J. (2024). Healthcare Performance Analytics Based on the Novel PDA Methodology for Assessment of Efficiency and Perceived Quality Outcomes: A Machine Learning Approach. Expert Systems with Applications.
  24. Al-Quraishi, T., Al-Quraishi, N., AlNabulsi, H., AL-Qarishey, H., & Ali, A. H. (2024). Big Data Predictive Analytics for Personalized Medicine: Perspectives and Challenges. Applied Data Science and Analysis.
  25. Popli, S. (2024). Cloud Computing, Artificial Intelligence, and Machine Learning in Healthcare: The Future of Patient Care. International Journal for Multidisciplinary Research.
  26. Lainjo, B. (2024). A Meta-Study on Optimizing Healthcare Performance with Artificial Intelligence and Machine Learning. Journal of Autonomous Intelligence.
  27. Kumar, D., Pawar, P., & Gonaygunta, H. (2024). Machine Learning’s Role in Personalized Medicine and Treatment Optimization. World Journal of Advanced Research and Reviews.
Language: English
Submitted on: Jan 4, 2025
Published on: Jun 19, 2025
Published by: Professor Subhas Chandra Mukhopadhyay
In partnership with: Paradigm Publishing Services
Publication frequency: 1 times per year

© 2025 Sarojini Rani, P. Senthilkumar, published by Professor Subhas Chandra Mukhopadhyay
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.