Understanding and Interpreting Machine Learning in Medical Image Computing Applications :First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings - Lecture Notes in Computer Science

Understanding and Interpreting Machine Learning in Medical Image Computing Applications

Understanding and Interpreting Machine Learning in Medical Image Computing Applications :First International Workshops, MLCN 2018, DLF 2018, and iMIMIC 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16-20, 2018, Proceedings - Lecture Notes in Computer Science

(Author) (Author) (Author) (Author) (Author) (Author) (Author) (Author) (Author) (Author)
paperback
Published: 24 October, 2018
Standard worldwide delivery by Tue, August 4 - Fri, August 7
Order within 0
Condition: NEW
$69.15
Price includes shipping
Available 20 in stock
- +
Add to basket Wishlist This
FREE Returns within 30 days
More Details

Popular Books by Lena Maier-Hein

View All Books by Lena Maier-Hein
Computational Pathology and Ophthalmic Medical Image Analysis
Computational Pathology and Ophthalmic Medical Image Analysis
Lena Maier-Hein
$70.75
New
Add to basket
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
Lena Maier-Hein
$62.01
New
Add to basket
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Lena Maier-Hein
$61.40
New
Add to basket
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
Medical Image Computing and Computer Assisted Intervention − MICCAI 2017
Lena Maier-Hein
$114.79 $120.06
New
Add to basket
Image Analysis for Moving Organ, Breast, and Thoracic Images
Image Analysis for Moving Organ, Breast, and Thoracic Images
Lena Maier-Hein
$61.57
New
Add to basket
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
Lena Maier-Hein
$61.57
New
Add to basket
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
OR 2.0 Context-Aware Operating Theaters, Computer Assisted Robotic Endoscopy, Clinical Image-Based Procedures, and Skin Image Analysis
Lena Maier-Hein
$61.60
New
Add to basket
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation
Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation
Lena Maier-Hein
$61.42
New
Add to basket
Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis
Lena Maier-Hein
$69.58
New
Add to basket
Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
Medical Image Computing and Computer-Assisted Intervention − MICCAI 2017
Lena Maier-Hein
$74.42
New
Add to basket

Description

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 evaluate the strengths and weaknesses of DL and identifythe 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.  


See more

More Details

Type Book
ISBN13 9783030026271
ISBN10 3030026272
Number Of Pages 149
Item Weight 1000 g
Publisher / Reseller Springer Nature Switzerland AG
Format paperback
Edition 2018 ed.
See More +