Related Experiment Video
Updated: May 9, 2026

Virtual Agent for Real-Time Motivational Interviewing by Integrating Adaptive Nonverbal Behavior and Language Models
Published on: December 23, 2025
Continual development of a personalized decision support system
Dina Demner-Fushman1, Charlotte Seckman, Cheryl Fisher
1U.S. National Library of Medicine, NIH, Bethesda, MD, USA.
Clinical decision support tools enhance healthcare safety and efficiency. The Evidence-Based Practice InfoBot (EBP InfoBot) system aids in creating individualized patient care plans, demonstrating successful integration and daily use.
Area of Science:
- Health Informatics
- Clinical Decision Support Systems
- Electronic Health Records
Background:
- Meaningful use of Electronic Health Records (EHRs) aims to improve care safety, quality, and efficiency.
- Successful adoption of clinical decision support (CDS) tools relies on information quality, clinical relevance, system integration, and usability.
Purpose of the Study:
- To present the continuous development and evaluation of an evidence-based system for individualized patient care plan development.
- To share lessons learned in the development and maintenance of the EBP InfoBot system.
Main Methods:
- Continuous development and iterative evaluation of the Evidence-Based Practice InfoBot (EBP InfoBot) system.
- Deployment and ongoing monitoring of the EBP InfoBot in a clinical setting.
Main Results:
- The EBP InfoBot system has been in daily use at the NIH Clinical Center since August 2009.
- The system averages 21 requests per day, indicating consistent utilization.
Conclusions:
- Evidence-based clinical decision support systems can be successfully developed and integrated into daily clinical workflows.
- The EBP InfoBot demonstrates the feasibility and utility of technology in supporting individualized patient care planning.
Related Concept Videos
Decision Making
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Decision Making: P-value Method
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can have a...
Decision Making: Traditional Method
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Self-Evaluation Maintenance Model
