New methods of cleaning debris and high-throughput counting of cyst nematode eggs extracted from field soil, PLoS ONE, 14(10): e0223386, 2019.
Authors: Upender Kalwa, Christopher Legner, Elizabeth Wlezien, Gregory Tylka, and Santosh Pandey
In this paper, a deep learning convolution neural network model is built to detect and count the microscopic eggs of roundworms (nematodes) from holographic videos. A microfluidic flow chip and lens-less imaging is used to record the holographic videos. The source code is also available in the Plos One paper.