Digital cytology part 1: digital cytology implementation for practice: a concept paper with review and recommendations from the American Society of Cytopathology …

D Kim, KE Sundling, R Virk, MJ Thrall… - Journal of the American …, 2024 - Elsevier
Digital cytology and artificial intelligence (AI) are gaining greater adoption in the
cytopathology laboratory. However, peer-reviewed real-world data and literature are lacking …

[HTML][HTML] Current status of machine learning in thyroid cytopathology

CM Wong, BE Kezlarian, O Lin - Journal of pathology informatics, 2023 - Elsevier
Abstract The implementation of Digital Pathology has allowed the development of
computational Pathology. Digital image-based applications that have received FDA …

Large‐scale validation study of an improved semiautonomous urine cytology assessment tool: AutoParis‐X

JJ Levy, N Chan, JD Marotti, DA Kerr… - Cancer …, 2023 - Wiley Online Library
Background Adopting a computational approach for the assessment of urine cytology
specimens has the potential to improve the efficiency, accuracy, and reliability of bladder …

Examining longitudinal markers of bladder cancer recurrence through a semiautonomous machine learning system for quantifying specimen atypia from urine …

JJ Levy, N Chan, JD Marotti, NJ Rodrigues… - Cancer …, 2023 - Wiley Online Library
Background Urine cytology is generally considered the primary approach for screening for
recurrence of bladder cancer. However, it is currently unclear how best to use cytological …

The minefield of indeterminate thyroid nodules: could artificial intelligence be a suitable diagnostic tool?

V Fiorentino, C Pizzimenti, M Franchina… - Diagnostic …, 2023 - Elsevier
Artificial intelligence (AI) is assuming a central role in anatomic pathology for ancillary
diagnosis in histology and cytology. AI techniques can analyse large amounts of data and …

Viability of Whole‐Slide Imaging for Intraoperative Touch Imprint Cytological Diagnosis of Axillary Sentinel Lymph Nodes in Breast Cancer Patients

F Ren, H Li, W Yang, Y Chen, Y Zheng… - Diagnostic …, 2025 - Wiley Online Library
Background Whole‐slide imaging (WSI) is a promising tool in pathology. However, the use
of WSI in cytopathology has lagged behind that in histology. We aimed to evaluate the utility …

Changing digital and telecytology practices post COVID-19 comparing ASC survey results from 2016 to 2023

HI Chen-Yost, C Bammert, W Hao, JJ Heymann… - Journal of the American …, 2024 - Elsevier
Introduction During the COVID-19 pandemic, the need for digital pathology tools became
more urgent. However, there needs to be more knowledge of the use in cytology. We aimed …

Nuclear membrane irregularity in high‐grade urothelial carcinoma cells can be measured by using circularity and solidity as morphometric shape definitions in digital …

SE Harvey, CJ VandenBussche - Cancer Cytopathology, 2023 - Wiley Online Library
Abstract Background The Paris System for Reporting Urine Cytology defines objective
(elevated nuclear/cytoplasmic ratio≥ 0.7) and subjective (nuclear membrane irregularity …

Comparison of glass and digital slides for cervical cytopathology screening and interpretation

G de Velozo, J Cordeiro, J Sousa… - Diagnostic …, 2023 - Wiley Online Library
Cervical cancer is the second most common form of cancer and a leading cause of
premature death among women aged 15 to 44 worldwide. In Brazil, there is a high …

Diagnostic interobserver agreement for thyroid fine-needle aspirates: Effects of reviewer experience and molecular diagnostics

HN Gokozan, M Mostyka… - American Journal of …, 2024 - academic.oup.com
Objectives Few cytologically indeterminate thyroid fine-needle aspirations (FNAs) harbor
BRAF V600E. Here, we assess interobserver agreement for The Bethesda System for …