Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer
Author:
Affiliation:
1. Electrical and Computer Engineering Department
2. University of California, Los Angeles
3. Los Angeles
4. USA
5. Bioengineering Department
Abstract
We developed a field-portable and cost-effective imaging flow cytometer that uses deep learning to accurately detect Giardia cysts in water samples.
Funder
Army Research Office
Publisher
Royal Society of Chemistry (RSC)
Subject
Biomedical Engineering,General Chemistry,Biochemistry,Bioengineering
Link
http://pubs.rsc.org/en/content/articlepdf/2020/LC/D0LC00708K
Reference29 articles.
1. Five facts about Giardia lamblia
2. US EPA, Surface Water Treatment Rules, https://www.epa.gov/dwreginfo/surface-water-treatment-rules
3. Evolution of monitoring for Giardia and Cryptosporidium in water
4. Rapid imaging, detection and quantification of Giardia lamblia cysts using mobile-phone based fluorescent microscopy and machine learning
Cited by 22 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Improving cellular analysis throughput of lens-free holographic microscopy with circular Hough transform and convolutional neural networks;Optics & Laser Technology;2024-09
2. The groundbreaking impact of digitalization and artificial intelligence in sheep farming;Research in Veterinary Science;2024-04
3. Reducing costs of Giardia spp. cyst enumeration using machine learning-based systems;Water Practice & Technology;2024-04-01
4. High-resolution portable lens-free on-chip microscopy with RGB LED via pinhole array;Chinese Optics Letters;2024
5. Embedded Blur-Free Single-Image Acquisition Pipeline for Droplet Microfluidic Imaging Flow Cytometry (IFC);IEEE Access;2024
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3