Methods, systems, and media for detecting the presence of an analyte
Abstract
In accordance with some embodiments, methods, systems, and media for detecting the presence of are provided. In some embodiments, a method of detecting an analyte is provided, the method comprising: capturing an image of liquid crystals; determining one or more features based on the brightness of the pixels in the image; providing the one or more features to a trained support vector machine, wherein the support vector machine was trained using images captured of other liquid crystals when exposed to a first analyte and the other liquid crystals exposed to a second analyte; and receiving an indication from the support vector machine indicating whether the liquid crystals have been exposed to the first analyte.
- Inventors:
- Issue Date:
- Research Org.:
- Univ. of Wisconsin, Madison, WI (United States)
- Sponsoring Org.:
- USDOE; National Science Foundation (NSF)
- OSTI Identifier:
- 1824082
- Patent Number(s):
- 11037032
- Application Number:
- 16/148,614
- Assignee:
- Wisconsin Alumni Research Foundation (Madison, WI)
- Patent Classifications (CPCs):
-
G - PHYSICS G01 - MEASURING G01N - INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
G - PHYSICS G06 - COMPUTING G06N - COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- DOE Contract Number:
- DMR1435195; SC0014114
- Resource Type:
- Patent
- Resource Relation:
- Patent File Date: 10/01/2018
- Country of Publication:
- United States
- Language:
- English
Citation Formats
Abbott, Nicholas L., Cao, Yancai, Zavala Tejeda, Victor, and Yu, Huaizhe. Methods, systems, and media for detecting the presence of an analyte. United States: N. p., 2021.
Web.
Abbott, Nicholas L., Cao, Yancai, Zavala Tejeda, Victor, & Yu, Huaizhe. Methods, systems, and media for detecting the presence of an analyte. United States.
Abbott, Nicholas L., Cao, Yancai, Zavala Tejeda, Victor, and Yu, Huaizhe. Tue .
"Methods, systems, and media for detecting the presence of an analyte". United States. https://www.osti.gov/servlets/purl/1824082.
@article{osti_1824082,
title = {Methods, systems, and media for detecting the presence of an analyte},
author = {Abbott, Nicholas L. and Cao, Yancai and Zavala Tejeda, Victor and Yu, Huaizhe},
abstractNote = {In accordance with some embodiments, methods, systems, and media for detecting the presence of are provided. In some embodiments, a method of detecting an analyte is provided, the method comprising: capturing an image of liquid crystals; determining one or more features based on the brightness of the pixels in the image; providing the one or more features to a trained support vector machine, wherein the support vector machine was trained using images captured of other liquid crystals when exposed to a first analyte and the other liquid crystals exposed to a second analyte; and receiving an indication from the support vector machine indicating whether the liquid crystals have been exposed to the first analyte.},
doi = {},
journal = {},
number = ,
volume = ,
place = {United States},
year = {2021},
month = {6}
}
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