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Updated: Jul 17, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Evidence-based medicine: medical practice in the third millennium.

Maqbool Alam¹, Mohammad Talha

¹Department of Pathology, Al-Fahad Hospital, Sharourah, Kingdom of Saudi Arabia. Maqboolalam448@hotmail.com

Journal of the College of Physicians and Surgeons--Pakistan : JCPSP

|January 27, 2005

Summary

Evidence-based medicine (EBM) integrates research findings into healthcare decisions, moving beyond intuition. This paper introduces EBM concepts, methods, and resources, exploring its application in Pakistan.

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Last Updated: Jul 17, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems

Published on: June 13, 2025

Area of Science:

Healthcare Research
Clinical Practice Guidelines

Background:

Evidence-based medicine (EBM) is a global healthcare movement.
EBM prioritizes research evidence over clinical intuition or experience.

Purpose of the Study:

To introduce the core concepts of EBM.
To outline EBM methodologies and resources.
To assess the applicability of EBM in Pakistan.

Main Methods:

Literature review of EBM principles.
Exploration of EBM resource accessibility.
Analysis of EBM implementation factors in Pakistan.

Main Results:

EBM emphasizes rigorous examination of clinical research.
Understanding EBM methodology is crucial for its adoption.
Pakistan's healthcare system can benefit from EBM adoption.

Conclusions:

EBM offers a framework for improving patient care through research.
Familiarity with EBM concepts and resources is essential for practitioners.
The principles of EBM are applicable and beneficial within the Pakistani context.