… The implementation of AI algorithms in cytology is greatly enabled by a digital workflow …
deep learning in cytology. There are several aspects related to the image acquisition of cytology …

… In this review, the basic concepts of deep learning and convolutional neural … images of
the cytology slides is needed to input data in ANN. Feature extraction from the cytology images …

… The motivation of this article is to give a comprehensive overview of deep learning in
cervical cytopathology image analysis as well as popular deep learning techniques, and their …

… of cytological studies. In this article, we survey more than 120 publications of DL-based
cytology image … We first introduce various deep learning schemes, including fully supervised, …

… Furthermore, by demonstrating that AI-based DS detection works for anal cytology, we show
the robustness of the imaging and analysis platform. Importantly, our approach is also suited …

… [8] proposed Automated Visual Examination (AVE) as a deep learning technique that … deep
learning technique to distinguish between cervix and non-cervix images in a cervical image …

… the use of deep learning for the classification of whole-slide images of liquid-based cytology
… performance in classifying whole-slide images, demonstrating the promising potential use …

… In the next section, we review previous work on cytology images. In Section 2, we
describe the details of our dataset and our methodology for cell segmentation, detection and …

… cytology images named Cx22, which consists of the completely annotated labels of the
cellular instances based on the open-source images … cellular instances in1320 images that are …

… Microscopic examination of histological and cytological lung specimens can be a …
Deep Learning-based methods on lung cancer by using histological and cytological images…