Understanding and Interpreting Machine Learning in Medical Image Computing Applications

Language: English

Published by Springer International Publishing Okt 2018, 2018

3030026272 / 9783030026271

Series: Book 57 of 300 - Lecture Notes in Computer Science

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book constitutes the refereed joint proceedings of the First International Workshop on Machine Learning in Clinical Neuroimaging, MLCN 2018, the First International Workshop on Deep Learning Fails, DLF 2018, and the First International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2018, held in conjunction with the 21st International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2018, in Granada, Spain, in September 2018.The 4 full MLCN papers, the 6 full DLF papers, and the 6 full iMIMIC papers included in this volume were carefully reviewed and selected.The MLCN contributions develop state-of-the-art machine learning methods such as spatio-temporal Gaussian process analysis, stochastic variational inference, and deep learning for applications in Alzheimer's disease diagnosis and multi-site neuroimaging data analysis; the DLF papers evaluatethe strengths and weaknesses of DL and identify the main challenges in the current state of the art and future directions; the iMIMIC papers cover a large range of topics in the field of interpretability of machine learning in the context of medical image analysis. 168 pp. Englisch.

Seller Inventory # 9783030026271

Title
Understanding and Interpreting Machine Learning in Medical Image Computing Applications
Author
Danail Stoyanov
Publisher
Springer International Publishing Okt 2018
Publication year
2018
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3030026272
ISBN 13
9783030026271
Item weight
265 grams
Dimensions
235x155x10 mm
Series
Book 57 of 300: Lecture Notes in Computer Science

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.33US$ 26.33
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BuchWeltWeit Ludwig Meier e.K.

Germany