Evaluating the performance of a low-cost mobile phone attachable microscope in cervical cytology.

ABSTRACT:

Background

Cervical cancer remains a global health problem especially in remote areas of developing countries which have limited resources for cervical cancer screening. In this study, we evaluated the performance of a low-cost, smartphone attachable paper-based microscope when used for classifying images of cervical cytology.

Methods

Cervical cytology samples included: 10 Normal, 10 Low-grade squamous intraepithelial lesion (LSIL), 10 High-grade squamous intraepithelial lesion (HSIL), and 10 Malignant Pap Smears. The agreement between conventional microscopy vs. Foldscope imaging was calculated using a weighted kappa coefficient. A confusion matrix was created with three classes: Normal, LSIL, and HSIL/malignant, to evaluate the performance of the Foldscope by calculating t

SUBMITTER: Naqvi A 

PROVIDER: S-EPMC7093980 | biostudies-literature | 2020 Mar

REPOSITORIES: biostudies-literature