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Artificial Intelligence in Label-free Microscopy: Biological Cell Classification
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ApproximatelyC $224.43
- Buy It NowArtificial Intelligence in Label-free Microscopy: Biological Cell Classification
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Located in: Fairfield, Ohio, United States
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eBay item number:395163442245
Item specifics
- Condition
- ISBN-13
- 9783319514475
- Type
- NA
- Publication Name
- NA
- ISBN
- 9783319514475
- Book Title
- Artificial Intelligence in Label-Free Microscopy : Biological Cell Classification by Time Stretch
- Publisher
- Springer International Publishing A&G
- Item Length
- 9.3 in
- Publication Year
- 2017
- Format
- Hardcover
- Language
- English
- Illustrator
- Yes
- Genre
- Technology & Engineering, Computers, Science
- Topic
- Electronics / General, Microscopes & Microscopy, Computer Vision & Pattern Recognition, Biomedical
- Item Weight
- 16.7 Oz
- Item Width
- 6.1 in
- Number of Pages
- Xxxiii, 134 Pages
About this product
Product Information
This book introduces time-stretch quantitative phase imaging (TS-QPI), a high-throughput label-free imaging flow cytometer developed for big data acquisition and analysis in phenotypic screening. TS-QPI is able to capture quantitative optical phase and intensity images simultaneously, enabling high-content cell analysis, cancer diagnostics, personalized genomics, and drug development. The authors also demonstrate a complete machine learning pipeline that performs optical phase measurement, image processing, feature extraction, and classification, enabling high-throughput quantitative imaging that achieves record high accuracy in label -free cellular phenotypic screening and opens up a new path to data-driven diagnosis.
Product Identifiers
Publisher
Springer International Publishing A&G
ISBN-10
3319514474
ISBN-13
9783319514475
eBay Product ID (ePID)
234202221
Product Key Features
Book Title
Artificial Intelligence in Label-Free Microscopy : Biological Cell Classification by Time Stretch
Number of Pages
Xxxiii, 134 Pages
Language
English
Publication Year
2017
Topic
Electronics / General, Microscopes & Microscopy, Computer Vision & Pattern Recognition, Biomedical
Illustrator
Yes
Genre
Technology & Engineering, Computers, Science
Format
Hardcover
Dimensions
Item Weight
16.7 Oz
Item Length
9.3 in
Item Width
6.1 in
Additional Product Features
Dewey Edition
23
Number of Volumes
1 Vol.
Dewey Decimal
502.82
Lc Classification Number
R856-857
Table of Content
Introduction.- Background.- Nanometer-resolved imaging vibrometer.- Three-dimensional ultrafast laser scanner.- Label-free High-throughput Phenotypic Screening.- Time Stretch Quantitative Phase Imaging.- Big data acquisition and processing in real-time.- Deep Learning and Classification.- Optical Data Compression in Time Stretch Imaging.- Design of Warped Stretch Transform.- Concluding Remarks and Future Work.- References.
Copyright Date
2017
Item description from the seller
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eBay item number:395163442245
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