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One nodule–one punction–one slide: Optimizing thyroid fine‐needle aspiration for a digital workflow

dc.contributor.authorMaia, Ariana
dc.contributor.authorCarvalho, Bárbara
dc.contributor.authorVale, João
dc.contributor.authorCurado, Mónica
dc.contributor.authorRyan, Carmel
dc.contributor.authorPolónia, António
dc.contributor.authorEloy, Catarina
dc.date.accessioned2026-01-15T14:32:50Z
dc.date.available2026-01-15T14:32:50Z
dc.date.issued2025-07
dc.description.abstractInterventional pathologists have expanded their expertise by acquiring proficiency in ultrasound-guided thyroid fine-needle aspiration biopsy (FNAB) and are now required to optimize punction procedures due to low resources and digital workflows. The aim of this study is to compare FNAB sample adequacy in two series with one versus two slides available for cytopathological analysis and its influence on diagnosis categorization, time taken to reach a final diagnosis, scanning time and size of the digital files produced. Patients were retrospectively selected based on the sampling of thyroid nodules using either two glass slides (two-slide group) or one slide only (one-slide group) and cytological diagnosis was performed using the second edition of the Bethesda system. For each group, the initial 15 cases were sorted to be scanned. From a total of 713 procedures, 328 were sampled into two slides and 385 on one slide only. No significant differences were found regarding nodule size, location or EU-TIRADS classification between the two groups. The one-slide group did not exhibit a higher prevalence of non-diagnostic or atypia of undetermined significance (AUS) categories. As expected, the mean time taken to finalize diagnoses in cases where only one slide was prepared was 1.2 days faster. Scanning time and total file size were also significantly smaller in the one-slide group. Adopting the ‘one nodule–one puncture–one slide’ strategy for thyroid FNAB optimization enhances procedural efficiency in digital workflows, leading to cost savings without compromising diagnostic accuracy.eng
dc.identifier.citationMaia, A., Carvalho, B., Vale, J., Curado, M., Ryan, C., Polónia, A., & Eloy, C. (2025). One nodule–one punction–one slide: Optimizing thyroid fine-needle aspiration for a digital workflow. Cytopathology, 36(4), 333–338. https://doi.org/10.1111/cyt.13338
dc.identifier.doi10.1111/cyt.13338
dc.identifier.eissn1365-2303
dc.identifier.issn0956-5507
dc.identifier.urihttp://hdl.handle.net/10400.22/31534
dc.language.isoeng
dc.peerreviewedyes
dc.publisherWiley
dc.relation.hasversionhttps://onlinelibrary.wiley.com/doi/10.1111/cyt.13338
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectDigital pathology
dc.subjectFine-needle aspiration biopsy
dc.subjectInterventional pathologist
dc.subjectThyroid
dc.titleOne nodule–one punction–one slide: Optimizing thyroid fine‐needle aspiration for a digital workfloweng
dc.typeresearch article
dspace.entity.typePublication
oaire.citation.endPage338
oaire.citation.issue4
oaire.citation.startPage333
oaire.citation.titleCytopathology
oaire.citation.volume36
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85

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