Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis
First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
Editors: Melbourne, A., Licandro, R., DiFranco, M., Rota, P., Gau, M., Kampel, M., Aughwane, R., Moeskops, P., Schwartz, E., Robinson, E., Makropolous, A. (Eds.)
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- About this book
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This book constitutes the refereed joint proceedings of the First International Workshop on Data Driven Treatment Response Assessment, DATRA 2018 and the Third International Workshop on Preterm, Perinatal and Paediatric Image Analysis, PIPPI 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 5 full papers presented at DATRA 2018 and the 12 full papers presented at PIPPI 2018 were carefully reviewed and selected.
The DATRA papers cover a wide range of exploring pattern recognition technologies for tackling clinical issues related to the follow-up analysis of medical data with focus on malignancy progression analysis, computer-aided models of treatment response, and anomaly detection in recovery feedback.
The PIPPI papers cover topics of advanced image analysis approaches focused on the analysis of growth and development in the fetal, infant and paediatric period.
- Table of contents (17 chapters)
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DeepCS: Deep Convolutional Neural Network and SVM Based Single Image Super-Resolution
Pages 3-13
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Automatic Segmentation of Thigh Muscle in Longitudinal 3D T1-Weighted Magnetic Resonance (MR) Images
Pages 14-21
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Detecting Bone Lesions in Multiple Myeloma Patients Using Transfer Learning
Pages 22-30
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Quantification of Local Metabolic Tumor Volume Changes by Registering Blended PET-CT Images for Prediction of Pathologic Tumor Response
Pages 31-41
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Optimizing External Surface Sensor Locations for Respiratory Tumor Motion Prediction
Pages 42-51
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Table of contents (17 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Data Driven Treatment Response Assessment and Preterm, Perinatal, and Paediatric Image Analysis
- Book Subtitle
- First International Workshop, DATRA 2018 and Third International Workshop, PIPPI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings
- Editors
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- Andrew Melbourne
- Roxane Licandro
- Matthew DiFranco
- Paolo Rota
- Melanie Gau
- Martin Kampel
- Rosalind Aughwane
- Pim Moeskops
- Ernst Schwartz
- Emma Robinson
- Antonios Makropolous
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 11076
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-00807-9
- DOI
- 10.1007/978-3-030-00807-9
- Softcover ISBN
- 978-3-030-00806-2
- Edition Number
- 1
- Number of Pages
- XI, 180
- Number of Illustrations
- 74 b/w illustrations
- Topics
