Articles liés à Medical Applications of Laser Molecular Imaging and...

Medical Applications of Laser Molecular Imaging and Machine Learning - Couverture souple

Kistenev, Yury V.; Borisov, Alexey V.; Sr., Denis A. Vrazhnov

 
9781510645349: Medical Applications of Laser Molecular Imaging and Machine Learning
Couverture souple
ISBN 10 : 1510645349 ISBN 13 : 9781510645349
Editeur : SPIE Press, 2021

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
SPIE Press
Date d'édition
2021
Langue
anglais
ISBN 10 
1510645349
ISBN 13 
9781510645349
Reliure
Broché
Nombre de pages
252
Coordonnées du fabricant
non disponible
Personne responsable
Mare Nostrum Group B.V.
gpsr@mare-nostrum.co.uk

Doelen 72
Breda
4831 GR
Pays-Bas