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90
Hologic Inc lbc thinprep pap test
Representative manually drawing annotation images for neoplastic labels on liquid-based cytology <t>(LBC)</t> slides. The LBC case ( A ) was diagnosed as HSIL (high-grade squamous intraepithelial lesion) based on the representative neoplastic squamous epithelial cells with increase in nuclear/cytoplasmic ratio and nuclear atypia ( B – D ). The LBC case ( E ) was diagnosed as SCC (squamous cell carcinoma) based on the representative neoplastic squamous epithelial cells with HSIL features ( F – H ). Representative neoplastic cells were roughly annotated using in-house on-line drawing tools.
Lbc Thinprep Pap Test, supplied by Hologic Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/lbc thinprep pap test/product/Hologic Inc
Average 90 stars, based on 1 article reviews
lbc thinprep pap test - by Bioz Stars, 2026-04
90/100 stars
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Cytyc Corporation lbc media preservcytw (thinprep liquid pap vial)
Representative manually drawing annotation images for neoplastic labels on liquid-based cytology <t>(LBC)</t> slides. The LBC case ( A ) was diagnosed as HSIL (high-grade squamous intraepithelial lesion) based on the representative neoplastic squamous epithelial cells with increase in nuclear/cytoplasmic ratio and nuclear atypia ( B – D ). The LBC case ( E ) was diagnosed as SCC (squamous cell carcinoma) based on the representative neoplastic squamous epithelial cells with HSIL features ( F – H ). Representative neoplastic cells were roughly annotated using in-house on-line drawing tools.
Lbc Media Preservcytw (Thinprep Liquid Pap Vial), supplied by Cytyc Corporation, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/lbc media preservcytw (thinprep liquid pap vial)/product/Cytyc Corporation
Average 90 stars, based on 1 article reviews
lbc media preservcytw (thinprep liquid pap vial) - by Bioz Stars, 2026-04
90/100 stars
  Buy from Supplier

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Representative manually drawing annotation images for neoplastic labels on liquid-based cytology (LBC) slides. The LBC case ( A ) was diagnosed as HSIL (high-grade squamous intraepithelial lesion) based on the representative neoplastic squamous epithelial cells with increase in nuclear/cytoplasmic ratio and nuclear atypia ( B – D ). The LBC case ( E ) was diagnosed as SCC (squamous cell carcinoma) based on the representative neoplastic squamous epithelial cells with HSIL features ( F – H ). Representative neoplastic cells were roughly annotated using in-house on-line drawing tools.

Journal: Cancers

Article Title: A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images

doi: 10.3390/cancers14051159

Figure Lengend Snippet: Representative manually drawing annotation images for neoplastic labels on liquid-based cytology (LBC) slides. The LBC case ( A ) was diagnosed as HSIL (high-grade squamous intraepithelial lesion) based on the representative neoplastic squamous epithelial cells with increase in nuclear/cytoplasmic ratio and nuclear atypia ( B – D ). The LBC case ( E ) was diagnosed as SCC (squamous cell carcinoma) based on the representative neoplastic squamous epithelial cells with HSIL features ( F – H ). Representative neoplastic cells were roughly annotated using in-house on-line drawing tools.

Article Snippet: A total of 3121 LBC ThinPrep Pap test (Hologic, Inc.) conventionally prepared cytopathological slide glass specimens of human cervical cytology were collected from a private clinical laboratory in Japan after cytopathological review of those specimens by cytoscreeners and pathologists.

Techniques:

A representative example of neoplastic true positive prediction outputs on a liquid-based cytology (LBC) case from test sets. In the neoplastic whole-slide image (WSI) of LBC specimen ( A ), the heatmap image ( B ) shows a true positive prediction of neoplastic epithelial cells in high probability tiles ( C , D ), which correspond, respectively, to neoplastic epithelial cells ( E – G ) equivalent to HSIL (high-grade squamous intraepithelial lesion). On the other hand, in low probability tiles ( H , I ) of the same heatmap image ( B ), there are no evidence of neoplastic cells.

Journal: Cancers

Article Title: A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images

doi: 10.3390/cancers14051159

Figure Lengend Snippet: A representative example of neoplastic true positive prediction outputs on a liquid-based cytology (LBC) case from test sets. In the neoplastic whole-slide image (WSI) of LBC specimen ( A ), the heatmap image ( B ) shows a true positive prediction of neoplastic epithelial cells in high probability tiles ( C , D ), which correspond, respectively, to neoplastic epithelial cells ( E – G ) equivalent to HSIL (high-grade squamous intraepithelial lesion). On the other hand, in low probability tiles ( H , I ) of the same heatmap image ( B ), there are no evidence of neoplastic cells.

Article Snippet: A total of 3121 LBC ThinPrep Pap test (Hologic, Inc.) conventionally prepared cytopathological slide glass specimens of human cervical cytology were collected from a private clinical laboratory in Japan after cytopathological review of those specimens by cytoscreeners and pathologists.

Techniques:

A representative example of neoplastic true negative prediction outputs on a liquid-based cytology (LBC) case from test sets. In the NILM (negative for intraepithelial lesion or malignancy) whole slide image (WSI) of LBC specimen ( A ), the heatmap image ( B ) shows true negative prediction of neoplastic epithelial cells which correspond, respectively, to non-neoplastic epithelial cells ( C ). Moreover, in very low probability tiles ( D , E ) of the same heatmap image ( B ), there are no evidence of neoplastic cells.

Journal: Cancers

Article Title: A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images

doi: 10.3390/cancers14051159

Figure Lengend Snippet: A representative example of neoplastic true negative prediction outputs on a liquid-based cytology (LBC) case from test sets. In the NILM (negative for intraepithelial lesion or malignancy) whole slide image (WSI) of LBC specimen ( A ), the heatmap image ( B ) shows true negative prediction of neoplastic epithelial cells which correspond, respectively, to non-neoplastic epithelial cells ( C ). Moreover, in very low probability tiles ( D , E ) of the same heatmap image ( B ), there are no evidence of neoplastic cells.

Article Snippet: A total of 3121 LBC ThinPrep Pap test (Hologic, Inc.) conventionally prepared cytopathological slide glass specimens of human cervical cytology were collected from a private clinical laboratory in Japan after cytopathological review of those specimens by cytoscreeners and pathologists.

Techniques:

A representative example of neoplastic false positive prediction outputs on a liquid-based cytology (LBC) case from test sets. Cytopathologically, ( A ) is a NILM (negative for intraepithelial lesion or malignancy) whole-slide image (WSI) of LBC specimen. The heatmap image ( B ) exhibited false positive predictions of neoplastic tiles ( C , E ). In ( C ), there are parabasal cells with a slightly high nuclear cytoplasmic (N/C) ratio with dense chromatin appearance due to the cellular overlapping ( D ). In ( E ), there are cell clusters of squamous epithelial cells and cervical gland cells with slightly high N/C ratios and a dense chromatin appearance due to the cellular overlapping.

Journal: Cancers

Article Title: A Deep Learning Model for Cervical Cancer Screening on Liquid-Based Cytology Specimens in Whole Slide Images

doi: 10.3390/cancers14051159

Figure Lengend Snippet: A representative example of neoplastic false positive prediction outputs on a liquid-based cytology (LBC) case from test sets. Cytopathologically, ( A ) is a NILM (negative for intraepithelial lesion or malignancy) whole-slide image (WSI) of LBC specimen. The heatmap image ( B ) exhibited false positive predictions of neoplastic tiles ( C , E ). In ( C ), there are parabasal cells with a slightly high nuclear cytoplasmic (N/C) ratio with dense chromatin appearance due to the cellular overlapping ( D ). In ( E ), there are cell clusters of squamous epithelial cells and cervical gland cells with slightly high N/C ratios and a dense chromatin appearance due to the cellular overlapping.

Article Snippet: A total of 3121 LBC ThinPrep Pap test (Hologic, Inc.) conventionally prepared cytopathological slide glass specimens of human cervical cytology were collected from a private clinical laboratory in Japan after cytopathological review of those specimens by cytoscreeners and pathologists.

Techniques: