Can I read Mitosis Detection via Image Segmentation on EtoBox?

Mitosis Detection via Image Segmentation by Luisa Arias is a document available to read on EtoBox.

What is Mitosis Detection via Image Segmentation about?

This paper discusses a methodology for detecting mitosis in histology images using image segmentation and object detection techniques. It employs a U-Net architecture for image segmentation followed by the YOLO algorithm for object detection, resulting in bounding boxes around nuclei, and classifies them into mitotic or amitotic using a One-Class SVM. The approach is validated on publicly available datasets, achieving promising results in automating the detection process, which is traditionally time-consumi

Author

Luisa Arias

Language

EN