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

An integrated knowledge-based system to guide the physician during structured reporting

K Kuhn1, T Zemmler, M Reichert

  • 1University of Ulm, Germany.

Methods of Information in Medicine
|October 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

Comparison of the Methods of Removal of Cataract with and without Iridectomy.

The Chicago medical journal and examiner·2023
Same author

Reply to "Enlarged Prostate a Myth".

The Southern medical record·2022
Same author

Of the necessary interplay of therapy and pedagogy in psychiatric hospitals for children with intellectual disability.

Journal of intellectual disability research : JIDR·2021
Same author

Scattering of the Halo Nucleus ^{11}Be on ^{197}Au at Energies around the Coulomb Barrier.

Physical review letters·2017
Same author

The interplay of autophagy and β-Catenin signaling regulates differentiation in acute myeloid leukemia.

Cell death discovery·2016
Same author

Considering autophagy, β-Catenin and E-Cadherin as innovative therapy aspects in AML.

Cell death & disease·2015
Same journal

Design and methodological development of a digital clinical safety training programme informed by a national framework: a New Zealand case study.

Methods of information in medicine·2026
Same journal

Panic Prediction from Digital Phenotyping: Subject-Level Cross-Validation Reveals Limited Between-Person Generalization.

Methods of information in medicine·2026
Same journal

Agent-Based Modeling Approach for Population Dynamics of the Biological Vector Aedes Aegypti.

Methods of information in medicine·2026
Same journal

A Statistical Framework for Person-centered Analysis of Digital Service Use in Public Health and Social Care.

Methods of information in medicine·2026
Same journal

Assessing the Quality of Electronic Discharge Summaries: A Cross-Sectional Study Using the Validated Spanish Version of the PDQI-9.

Methods of information in medicine·2026
Same journal

A Knowledge Graph-Driven Hypergeometric Efficacy Prediction Model for Classical Traditional Chinese Herbal Formulas.

Methods of information in medicine·2026
See all related articles

A new knowledge-based system enhances ultrasound reporting by suggesting diagnoses and guiding diagnostic procedures. Physicians found the system helpful, with high accuracy in diagnostic suggestions.

Area of Science:

  • Medical Informatics
  • Artificial Intelligence in Medicine
  • Clinical Decision Support Systems

Background:

  • Traditional report generation systems rely on manual physician data entry.
  • Integrating knowledge-based modules can enhance diagnostic accuracy and efficiency.
  • Physician feedback is crucial for evaluating new clinical support tools.

Purpose of the Study:

  • To evaluate a novel knowledge-based system integrated with a physician data entry system for report generation.
  • To assess the system's ability to suggest diagnoses and guide diagnostic procedures.
  • To determine the system's utility and accuracy in the domain of ultrasound reporting.

Main Methods:

  • A hybrid technology combining neural networks and rules was employed.

Related Experiment Videos

  • The system operates in the background, providing dynamic suggestions to users.
  • Laboratory evaluation included agreement metrics (kappa coefficient) and diagnostic performance (ROC curve).

    • Main Results:

    • The system demonstrated strong agreement between suggested and confirmed diagnoses (kappa = 0.85).
    • Diagnostic performance was high, with an area under the ROC curve of 0.92.
    • Physician surveys indicated the system was perceived as sensible and helpful after a 14-day trial.

    Conclusions:

    • The integrated knowledge-based system shows significant promise for improving diagnostic accuracy in ultrasound reporting.
    • Hybrid AI technology is effective for clinical decision support.
    • Positive physician feedback suggests potential for broader adoption in clinical practice.