Using patient data to retrieve health knowledge
Related Experiment Video
Updated: Aug 7, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
James J Cimino1, Mark Meyer, Nam-Ju Lee
1Department of Biomedical Informatics, Columbia University, New York, New York, USA.
Background:
We sought to study a variety of terminologic approaches to the use of clinical data for searching on-line information resources.
Methods:
We used a collection of narrative text and coded data to search a variety of text-based, concept-based, and concept-indexed resources.
Results:
Automated retrievals using original terms could be accomplished and technically produced ample results. However, quality of the results varied with the resource. Terminology translations were difficult to accomplish and produced variable results.
Conclusions:
Current resources support automated retrieval; however, achieving quality results varies with the terms and the resources, with term translation productive only in select situations.
More Related Videos
09:00TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients
Published on: April 13, 2021
06:55Inverse Probability of Treatment Weighting (Propensity Score) using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
Related Concept Videos
Data Collection I
Data Collection II
Purpose of Health Records II
Ethical Standards II
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy and...
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Nursing Process for Patient and Caregiver Teaching I: Assessment and Diagnosis
It is critical to determine the patient's learning needs during the assessment. Determination of learning needs compounds data from the...