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

Automation in cytopathology.

J Linder1

  • 1Department of Pathology and Microbiology, University of Nebraska Medical Center, Omaha 69198-3587.

American Journal of Clinical Pathology
|October 1, 1992
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

Unveiling Intrinsic Triplet Superconductivity in Noncentrosymmetric NbRe through Inverse Spin-Valve Effects.

Physical review letters·2025
Same author

Use of levetiracetam for the successful treatment of suspected myoclonic seizures: five dogs (2016-2022).

The Journal of small animal practice·2024
Same author

Polymorphisms in dopamine-associated genes and cognitive decline in Parkinson's disease.

Acta neurologica Scandinavica·2017
Same author

Corrigendum: p-wave triggered superconductivity in single-layer graphene on an electron-doped oxide superconductor.

Nature communications·2017
Same author

Spectroscopic evidence of odd frequency superconducting order.

Scientific reports·2017
Same author

p-wave triggered superconductivity in single-layer graphene on an electron-doped oxide superconductor.

Nature communications·2017
Same journal

Invasive urothelial carcinoma in association with surface low-grade papillary urothelial carcinoma: clinical and pathologic insights from a rare entity.

American journal of clinical pathology·2026
Same journal

CEACAM1 expression by immunohistochemistry in B-cell lymphomas and plasma cell myeloma.

American journal of clinical pathology·2026
Same journal

Comprehensive multicriteria life cycle assessment of biopsy processing in a surgical pathology department.

American journal of clinical pathology·2026
Same journal

Prognostic significance of Myb protein and its downstream target genes in lacrimal gland adenoid cystic carcinoma.

American journal of clinical pathology·2026
Same journal

Mismatch repair protein "nonclassic expression loss" pattern in colorectal cancer: an important staining pattern that is not well understood.

American journal of clinical pathology·2026
Same journal

Musculoskeletal pain in medical laboratory personnel: a cross-sectional study.

American journal of clinical pathology·2026
See all related articles

Machine-aided screening of cervical Papanicolaou (Pap) smears offers a solution to cytotechnologist shortages. Emerging technologies show promise in detecting abnormalities with over 95% sensitivity, potentially aiding cytologic specimen analysis.

Area of Science:

  • Cytopathology
  • Medical technology
  • Artificial intelligence in healthcare

Background:

  • Addressing cytotechnologist shortages in cervical cancer screening.
  • Investigating computer-aided screening to potentially enhance human performance.
  • Exploring automation in processing cervical and nongynecologic cytologic specimens.

Purpose of the Study:

  • To review current machine-aided screening technologies for cervical Papanicolaou (Pap) smears.
  • To assess the potential of automated systems in improving the accuracy and efficiency of cytologic analysis.
  • To evaluate emerging technical approaches in automated cytology.

Main Methods:

  • Review of various commercial efforts in automating cytology.
  • Analysis of technical approaches including algorithmic computers, expert systems, and neural networks.

Related Experiment Videos

  • Study of alternative specimen preparation methods like monolayer cell preparations.

    • Main Results:

    • Multiple commercial systems are under development for automated screening.
    • Technical approaches vary, utilizing diverse computational methods.
    • Preliminary data indicates high sensitivity (over 95%) for detecting intraepithelial abnormalities with some systems.

    Conclusions:

    • Automated cytology technologies are advancing rapidly.
    • Current systems show potential for high accuracy in detecting cervical abnormalities.
    • These technologies are expected to significantly assist in the analysis of cytologic specimens.