AI-Based Learning Ecosystem: Health Education Innovation in the Digital Era


Date Published : 25 January 2026

Contributors

Adi Bayu Martopo

Departement Informatika, Universitas Muhammadiyah Prof. DR. HAMKA, Jakarta Timur, DKI Jakarta, 13830, Indonesia
Author

Abdi Malika Khairul Asa

Departement Informatika, Universitas Muhammadiyah Prof. DR. HAMKA, Jakarta Timur, DKI Jakarta, 13830, Indonesia
Author

Irfandi Abdillah

Departement Informatika, Universitas Muhammadiyah Prof. DR. HAMKA, Jakarta Timur, DKI Jakarta, 13830, Indonesia
Author

Nafis Irfany Sofyan

Departement Informatika, Universitas Muhammadiyah Prof. DR. HAMKA, Jakarta Timur, DKI Jakarta, 13830, Indonesia
Author

Djean Nauval Febrian

Departement Informatika, Universitas Muhammadiyah Prof. DR. HAMKA, Jakarta Timur, DKI Jakarta, 13830, Indonesia
Author

Suciana Wijirahayu

Departement Informatika, Universitas Muhammadiyah Prof. DR. HAMKA, Jakarta Timur, DKI Jakarta, 13830, Indonesia
Author

Keywords

Artificial Intelligence Learning Ecosystem Health Education Digital Transformation Adaptive Learning

Proceeding

Track

General Track

Abstract

Artificial intelligence is becoming increasingly sophisticated and developing rapidly in this digital age. Many organizations and public services are utilizing artificial intelligence, including in the health sector. However, many have not yet implemented artificial intelligence systems and still rely on manual methods. The main objective of this study is to evaluate the current state of artificial intelligence (AI) training and the use of AI tools to improve the learning experience in health education. A systematic review using journal references and articles and selection criteria, as well as synthesis analysis and thematic analysis, focused on the development of health education using artificial intelligence. This systematic review suggests that integrating artificial intelligence (AI) training into health education curricula is recommended. A systematic review exploring the current state of artificial intelligence (AI) education in health education. Since AI curricula have not been standardized and competencies have not been defined, a framework for specialized AI training in health education is proposed.

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How to Cite

Martopo , A. B. ., Asa, A. M. K. ., Abdillah , I. ., Sofyan , N. I. ., Febrian , D. N. ., & Wijirahayu , S. . (2026). AI-Based Learning Ecosystem: Health Education Innovation in the Digital Era. InSight 2025 - International Conference on Healthcare Safety and Transformative Learning in Health Education, 1(1). https://conferences.uhamka.ac.id/InSight/paper/view/63