Related Experiment Video
Updated: Jun 21, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Practicing the skills of evidence-based veterinary medicine through case-based pharmacology rounds
Virginia R Fajt1, Dimitri Brown, Maya M Scott
1College of Veterinary Medicine and Biomedical Sciences, Texas A&M University, College Station, TX 77843-4466, USA. vfjt@cvm.tamu.edu
Abstract:
Accessing new knowledge and using it to make decisions is the foundation of evidence-based veterinary medicine (EBVM), the integration of best research evidence with clinical expertise and owner/manager values. Reflecting on our experience with an EBVM-based clinical pharmacology assignment during a clinical rotation, we present the justification for the addition of an EBVM assignment to the clinical (fourth) year at the College of Veterinary Medicine and Biomedical Sciences at Texas A&M University. We also present an in-depth analysis of the addition, recommendations for the assessment of this exercise as a method of improving evidence-based veterinary practice, and recommendations and implications for other instructors interested in adding EBVM-related learning to their professional curricula. We recommend adding EBVM skill practice in pre-clinical training, abbreviated exercises in EBVM skills on clinical rotations, and increased attention to critical-thinking skills in veterinary education.
Related Concept Videos
Preclinical Development: Overview
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Drug Administration and Therapy Phases: Overview
The pharmaceutical phase focuses on leveraging the physicochemical properties of the drug to design and manufacture an effective product. Variants include orally administered tablets or capsules, topical creams or ointments, and parenteral-delivery solutions or emulsions.
The pharmacokinetic phase...
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:
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic illness...
Clinical Trials
There are four phases in a clinical trial. A phase one...
