Classification of cervical biopsy free-text diagnoses through linear-classifier based natural language processing.

Routine cervical cancer screening has significantly decreased the incidence and mortality of cervical cancer. As selection of proper screening modalities depends on well-validated clinical decision algorithms, retrospective review correlating cytology and HPV test results with cervical biopsy diagnosis is essential for validating and revising these algorithms to changing technologies, demographics, and optimal clinical practices. However, manual categorization of the free-text biopsy diagnosis into discrete categories is extremely laborious due to the overwhelming number of specimens, which may lead to significant error and bias.

Pathology Trainee Redeployment and Education During the COVID-19 Pandemic: An Institutional Experience.

Pathology training programs throughout the United States have endured unprecedented challenges dealing with the ongoing coronavirus disease 2019 pandemic. At Houston Methodist Hospital, the Department of Pathology and Genomic Medicine planned and executed a trainee-oriented, stepwise emergency response. The focus was on optimizing workflows among areas of both clinical and anatomic pathology, maintaining an excellent educational experience, and minimizing trainee exposure to coronavirus disease 2019.

Age-specific 3-year cumulative risk of cervical cancer and high-grade dysplasia on biopsy in 9434 women who underwent HPV cytology cotesting.

Background: High-risk human papillomavirus (HPV)-Papanicolaou (Pap) cotesting is recommended for cervical cancer screening in women aged ≥30 years. The current study analyzed the effectiveness of cotesting on risk management in different age groups.

Methods: A retrospective review of a 5-year cytology database identified 9434 women with HPV-Pap cotesting and follow-up cervical biopsy.