Public Biography
Dr. Humayera Islam is a dedicated researcher in precision health, currently serving as a postdoctoral scholar at the University of Chicago. Her work centers on leveraging artificial intelligence (AI) to improve clinical outcomes by analyzing real-world electronic health records (EHR) and multimodal data. With a doctoral degree in Health Informatics from the University of Missouri (Columbia), her research expertise focuses on integrating advanced natural language processing (NLP), machine learning, and multimodal predictive learning techniques to address complex healthcare challenges, particularly in early diagnosis, treatment outcomes, and health disparities.
Actively involved with the American Medical Informatics Association (AMIA), Dr. Islam contributes to the informatics community through various leadership roles, including the Chair of the AMIA Student Working Group (2024) and serving as a member of AMIA's CEO Search Task Force (2024). Her dedication to research and service has earned her numerous awards and recognitions, including the Outstanding PhD Student Award (2024), Outstanding Alumni Award (2024), a 1st Place win at the AMIA Informatics Summit Student Paper Competition (2022), and Mizzou 18 Honor for her outstanding research and leadership awarded by the Mizzou Alumni Association (2023).
Dr. Islam’s passion for research, leadership, and academic collaboration underscores her commitment to advancing the field of health informatics and creating impactful solutions in precision healthcare.
Actively involved with the American Medical Informatics Association (AMIA), Dr. Islam contributes to the informatics community through various leadership roles, including the Chair of the AMIA Student Working Group (2024) and serving as a member of AMIA's CEO Search Task Force (2024). Her dedication to research and service has earned her numerous awards and recognitions, including the Outstanding PhD Student Award (2024), Outstanding Alumni Award (2024), a 1st Place win at the AMIA Informatics Summit Student Paper Competition (2022), and Mizzou 18 Honor for her outstanding research and leadership awarded by the Mizzou Alumni Association (2023).
Dr. Islam’s passion for research, leadership, and academic collaboration underscores her commitment to advancing the field of health informatics and creating impactful solutions in precision healthcare.
Affiliations
Clinical Research Informatics
Working Group
Member-at-Large 2023-2026
The Clinical Research Informatics Working Group's mission is to advance the discipline of Clinical Research Informatics (CRI) by fostering interaction, discussion and collaboration among individuals and groups involved or interested in the practice and study of CRI, and to serve as the home for CRI professionals within AMIA.
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Student
Working Group
Past Chair 2025
AMIA's Student Working Group provides a forum in which informatics students can share their educational experiences and viewpoints, as well as information about career and educational opportunities.
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Education
Working Group
Secretary 2025-2026
Members of the Education Working Group advance the teaching of informatics as a discipline and promote clinical transformation through the integration of health information technology into the curriculum of health professionals. The Education Working Group is engaged in research efforts aimed at understanding the present climate and improving informatics education.
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Knowledge Discovery and Data Mining
Working Group
Secretary 2025-2026
Knowledge Discovery and Data Mining focuses on the process of extracting meaningful patterns from biomedical data (knowledge discovery), using automated computational and statistical tools and techniques on large datasets (data mining).
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