Medical Applications of Laser Molecular Imaging and Machine Learning
Book Details
Format
Paperback / Softback
Book Series
Press Monographs
ISBN-10
1510645349
ISBN-13
9781510645349
Publisher
SPIE Press
Imprint
SPIE Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Sep 30th, 2021
Print length
252 Pages
Weight
333 grams
Product Classification:
Medical imagingMedical imagingImaging systems & technologyImaging systems and technology
Ksh 10,600.00
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Focuses on machine-learning medical applications based on molecular spectroscopy and molecular imaging data. Written with specialists in biomedical optics, laser spectroscopy, bioengineering, and medical engineering in mind, the chapters cover topics such as biomarker conception, molecular laser imaging, and artificial intelligence, and much more.
This book focuses on machine-learning medical applications based on molecular spectroscopy and molecular imaging data. Written with specialists in biomedical optics, laser spectroscopy, bioengineering, and medical engineering in mind, the chapters cover topics such as biomarker conception, molecular laser imaging, and artificial intelligence; laser-based molecular-data-acquisition technologies; feature selection and extraction methods; unsupervised and supervised approaches; and in vivo non-invasive diagnostics using laser molecular spectroscopy and imaging combined with machine learning. Sample datasets and Python modules are provided as supplemental materials for the most useful algorithms.
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