QIBA Concepts

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QIBA

  • QIBA is an initiative sponsored by RSNA to advance quantitative imaging and the use of imaging biomarkers in clinical trials and clinical practice by engaging researchers, healthcare professionals and industry.

Groundwork

  • Groundwork is research and validation coordinated by QIBA to understand things like sources of variance, quantify and prove some of the underlying assumptions and details of Profiles.

Profiles

  • A Profile is an implementation guide. A Profile defines a problem and tells each participating person or device what it must be capable of doing, and how it must be capable of interacting with the other people and devices in the profile to solve the problem.

Actors

  • Actors are the people (such as radiologists or technologists) and devices (such as scanners or analysis software) on which a Profile specifies requirements (e.g. The technologist shall record the current patient weight at the time of each scan).

Activities

Assessment Procedures

Claim

Conformance

Profile Stages

  • QIBA Profiles progress through a sequence of stages as they are developed. These Profile Stages represent increasing degrees of confidence and evidence supporting the biomarker performance expressed in the Claim.

Compliance

  • QIBA uses the term Conformance rather than Compliance.

Validation

  • Validation is the process of assessing a biomarker and its measurement performance characteristics, and determining the range of conditions under which the biomarker will give reproducible and accurate data. QIBA does not formally declare profiled biomarkers to be validated, however much of the QIBA profiling work, particularly at later stages, might contribute to validation.

Qualification

  • Qualification is the evidentiary process of linking a biomarker with biological processes and clinical end points. Biomarkers are qualified for a specific context of use. QIBA does not qualify biomarkers but it is hoped that QIBA Profiles provide a good detailed guide for clear consistent implementation of a biomarker, that the QIBA Profile Claim (particularly after confirmed) contributes clear performance characteristics, that the QIBA Groundwork findings and data may be useful to the qualification process, and that the biomarkers selected for QIBA Profiles would be good candidates for qualification.