Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Case-based reasoning and imaging procedure selection

C E Kahn1, G M Anderson

  • 1Department of Radiology, Medical College of Wisconsin, Milwaukee 53226.

Investigative Radiology
|June 1, 1994
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Anti-Müllerian hormone-mediated preantral follicle atresia is a key determinant of antral follicle count in mice.

Human reproduction (Oxford, England)·2022
Same author

Repint of "Reframing autism as a behavioral syndrome and not a specific mental disorder: Implications of genetic and phenotypic heterogeneity".

Neuroscience and biobehavioral reviews·2018
Same author

Reframing autism as a behavioral syndrome and not a specific mental disorder: Implications of genetic and phenotypic heterogeneity.

Neuroscience and biobehavioral reviews·2017
Same author

Imaging Informatics: 25 Years of Progress.

Yearbook of medical informatics·2016
Same author

A synthetic kisspeptin analog that triggers ovulation and advances puberty.

Scientific reports·2016
Same author

Leptin Responsive and GABAergic Projections to the Rostral Preoptic Area in Mice.

Journal of neuroendocrinology·2015
Same journal

3D Freehand Ultrasound Imaging of Optic Nerve Sheath.

Investigative radiology·2026
Same journal

Iodinated Contrast Media Hypersensitivity in 115,966 Patients: Risk Factors, Severity Profiles, and the Impact of Iodine Concentration on Reaction Risk.

Investigative radiology·2026
Same journal

Improvement of Lung Nodule Volumetric Accuracy with Photon-counting Computed Tomography Over Energy-integrating Computed Tomography in Low-dose Screening: A Phantom Study.

Investigative radiology·2026
Same journal

Photon-counting CT in Anterior Cervical Discectomy and Fusion: Improved Metal Artifact Reduction and Impact on Bone Fusion Assessment.

Investigative radiology·2026
Same journal

Quantitative Synthetic MRI in Body Imaging: Technical Basis, Current Applications, and Future Directions.

Investigative radiology·2026
Same journal

Nonclinical Safety Assessment of Digadoglucitol, a Novel Magnetic Resonance Imaging Contrast Agent for the Central Nervous System.

Investigative radiology·2026
See all related articles

Case-based reasoning, an AI technique, successfully aided in selecting diagnostic imaging procedures. This artificial intelligence approach shows promise for future clinical decision support systems.

Area of Science:

  • Artificial Intelligence
  • Medical Informatics
  • Radiology

Background:

  • Case-based reasoning (CBR) is an AI technique that learns from experience.
  • CBR has shown potential for decision support systems.
  • Its application in selecting diagnostic imaging procedures was explored.

Purpose of the Study:

  • To develop and test a prototype CBR decision support system.
  • To evaluate the applicability of CBR for diagnostic imaging procedure selection.

Main Methods:

  • A CBR system, ProtoISIS, was developed using the Protos learning apprentice.
  • ProtoISIS learned ultrasonography and body computed tomography domains from 200 cases.
  • The system was tested on four sets of 25 imaging procedure requests.

Related Experiment Videos

Main Results:

  • ProtoISIS achieved 72% accuracy in classifying imaging procedure requests.
  • Performance improved with experience, reaching 84% accuracy in later test series.

Conclusions:

  • Case-based reasoning is applicable to selecting diagnostic imaging procedures.
  • CBR holds potential for clinical decision support tools.
  • Further development is needed for clinical utility.