Automating Papanicolaou Test Using Deep Convolutional Activation Feature

Author(s):  
Jonghwan Hyeon ◽  
Ho-Jin Choi ◽  
Kap No Lee ◽  
Byung Doo Lee
Keyword(s):  
2000 ◽  
Vol 4 (2) ◽  
pp. 115-115
Author(s):  
J Fox ◽  
P Remington ◽  
P Layde ◽  
G Klein

JAMA ◽  
1986 ◽  
Vol 256 (3) ◽  
pp. 393 ◽  
Author(s):  
Donald E. Riesenberg

2003 ◽  
Vol 127 (1) ◽  
pp. e28-e31
Author(s):  
Edgar G. Fischer ◽  
Thèrése J. Bocklage ◽  
Ian Rabinowitz ◽  
Harriet O. Smith ◽  
David S. Viswanatha

Abstract Primary plasmacytomas of the female genital tract are extremely rare and present a substantial diagnostic challenge. Five cases morphologically representing plasmacytomas and localized to the uterine cervix have been reported previously; however, only 1 was shown to be monotypic for immunoglobulin light-chain expression. We report the case of a 37-year-old woman who had highly atypical plasma cells on her Papanicolaou test. A clinically detected endocervical polyp was removed and revealed a plasmacytoma, the diagnosis of which was substantiated by demonstrating monotypic λ-light-chain restriction and a clonal immunoglobulin heavy-chain gene rearrangement. The cytologic and histopathologic findings of plasmacytomas of the uterine cervix are discussed, including the utility of immunophenotypic and molecular techniques to confirm the neoplastic diagnosis.


2008 ◽  
Vol 132 (8) ◽  
pp. 1290-1294 ◽  
Author(s):  
Ann T. Moriarty ◽  
Mary R. Schwartz ◽  
Galen Eversole ◽  
Marilee Means ◽  
Amy Clayton ◽  
...  

Abstract Context.—Oncogenic, high-risk human papillomavirus (HR-HPV) testing is used to evaluate women who are older than 20 years with atypical squamous cells of undetermined significance (ASC-US) and in conjunction with a screening Papanicolaou test in women older than 30 years. Objectives.—To evaluate the 2006 laboratory practice data from laboratories incorporating human papillomavirus (HPV) testing with the Papanicolaou test. Design.—To use the College of American Pathologists (CAP) Supplemental Questionnaire Survey for 2006 to determine laboratory practices of participants in the CAP Interlaboratory Comparison Program in Cervicovaginal Cytology. Results.—A total of 679 laboratories responded to the questionnaire. Most (73%) refer HPV testing to reference laboratories. Nine percent perform HPV testing in cytology. Forty-five percent offer low-risk HPV (LR-HPV) testing. The most common reflex is ASC-US, although HR-HPV is also offered with low-grade squamous intraepithelial lesion (LSIL), high-grade squamous intraepithelial lesion (HSIL), or any other Papanicolaou test result. Digene Hybrid Capture II is the most common method. Human papilloma virus median test volumes are 55 monthly. Frequency distributions of HPV test volumes are significantly different from those found in 2003. Laboratories performing in-house testing reported significantly higher monthly HPV volumes (P < .001). Median rates for HR-HPV positivity are 36.6% for ASC-US, 50.0% for atypical squamous cells, cannot exclude HSIL (ASC-H), and 4% for women 30 years of age and older in conjunction with a screening Papanicolaou test. Conclusions.—Reference HPV testing remains the most common pattern. The most common reflex indication is for ASC-US, but HPV testing is modified locally to include a variety of scenarios. LR-HPV testing is commonly offered despite its lack of clinical significance. These data form a baseline for ongoing monitoring of HPV testing practice trends.


1999 ◽  
Vol 123 (11) ◽  
pp. 1079-1084 ◽  
Author(s):  
Sherry L. Woodhouse ◽  
Janet F. Stastny ◽  
Patricia E. Styer ◽  
Mary Kennedy ◽  
Amy H. Praestgaard ◽  
...  

Abstract Objective.—To determine whether, on a national cytology proficiency test, a competent cytologist can consistently distinguish grades of squamous intraepithelial lesions. Design.—Results for low- and high-grade squamous intraepithelial lesion referenced slides from the College of American Pathologists Interlaboratory Comparison Program in Cervicovaginal Cytology for 1996 and 1997 were analyzed including educational, nongraded vs graded validated slides. Results.—The discrepant rate between low- and high- grade lesions ranged from 9.8% to 15% for cytotechnologist, pathologist, laboratory, and all responses. There was a statistically significant difference in performance on graded, validated slides vs educational slides with better performance on validated slides. Conclusion.—This significant interobserver variability in subclassification of squamous lesions should be considered in management guidelines for abnormal Papanicolaou test results and implementation of national cytology proficiency testing.


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