Label-free detection of Giardia lamblia cysts in water samples using a field-portable imaging flow cytometer and deep learning

2021 ◽  
Author(s):  
Zoltán S. Göröcs ◽  
David Baum ◽  
Fang Song ◽  
Kevin De Haan ◽  
Hatice Ceylan Koydemir ◽  
...  
Keyword(s):  
Deep Learning ◽  
Water Samples ◽  
Giardia Lamblia ◽  
Flow Cytometer ◽  
Label Free ◽  
Label Free Detection

scholarly journals Label-free detection of Giardia lamblia cysts using a deep learning-enabled portable imaging flow cytometer

Lab on a Chip ◽  
2020 ◽  
Vol 20 (23) ◽  
pp. 4404-4412
Author(s):  
Zoltán Göröcs ◽  
David Baum ◽  
Fang Song ◽  
Kevin de Haan ◽  
Hatice Ceylan Koydemir ◽  
...  
Keyword(s):  
Deep Learning ◽  
Water Samples ◽  
Giardia Lamblia ◽  
Cost Effective ◽  
Flow Cytometer ◽  
Label Free ◽  
Label Free Detection

We developed a field-portable and cost-effective imaging flow cytometer that uses deep learning to accurately detect Giardia cysts in water samples.

Deep Learning-enabled Holographic Imaging Flow-Cytometry for Label-Free Detection of Giardia Lamblia in Water Samples

2021 ◽  
Author(s):  
Zoltán Göröcs ◽  
David Baum ◽  
Fang Song ◽  
Kevin de Haan ◽  
Hatice Ceylan Koydemir ◽  
...  
Keyword(s):  
Flow Cytometry ◽  
Deep Learning ◽  
Water Samples ◽  
Giardia Lamblia ◽  
Label Free ◽  
Holographic Imaging ◽  
Imaging Flow Cytometry ◽  
Label Free Detection

scholarly journals Motility-based label-free detection of parasites in bodily fluids using holographic speckle analysis and deep learning

2018 ◽  
Vol 7 (1) ◽  
Author(s):  
Yibo Zhang ◽  
Hatice Ceylan Koydemir ◽  
Michelle M. Shimogawa ◽  
Sener Yalcin ◽  
Alexander Guziak ◽  
...  
Keyword(s):  
Deep Learning ◽  
Label Free ◽  
Bodily Fluids ◽  
Label Free Detection

A nanofluidic device for ultrasensitive and label-free detection of tetracycline in association with γ-cyclodextrin and GO

2021 ◽  
Vol 13 (15) ◽  
pp. 1832-1838
Author(s):  
Jiaxi Cheng ◽  
Fenghua Jiang ◽  
Siqi Zhang
Keyword(s):  
Detection Limit ◽  
Water Samples ◽  
Recovery Rate ◽  
Label Free ◽  
Detection Range ◽  
Low Detection Limit ◽  
Sensing Platform ◽  
Label Free Detection ◽  
Nanofluidic Device

We develop a label-free, sensitive and selective nanochannel sensing platform for detection of TC. The nanosensor provided a low detection limit, a wide detection range and excellent recovery rate in different water samples.

scholarly journals Label-free detection of Babesia bovis infected red blood cells using impedance spectroscopy on a microfabricated flow cytometer

Acta Tropica ◽  
2007 ◽  
Vol 102 (1) ◽  
pp. 63-68 ◽  
Author(s):  
Claudia Küttel ◽  
Elisabete Nascimento ◽  
Nicolas Demierre ◽  
Tiago Silva ◽  
Thomas Braschler ◽  
...  
Keyword(s):  
Impedance Spectroscopy ◽  
Red Blood Cells ◽  
Blood Cells ◽  
Flow Cytometer ◽  
Babesia Bovis ◽  
Label Free ◽  
Label Free Detection

Automated label‐free detection of injured neuron with deep learning by two‐photon microscopy

2019 ◽  
Vol 13 (1) ◽  
Author(s):  
Shu Wang ◽  
Bingbing Lin ◽  
Guimin Lin ◽  
Ruolan Lin ◽  
Feng Huang ◽  
...  
Keyword(s):  
Deep Learning ◽  
Label Free ◽  
Two Photon Microscopy ◽  
Two Photon ◽  
Label Free Detection
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