Predictive Intelligence in Medicine
Second International Workshop, PRIME 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
Editors: Rekik, Islem, Adeli, Ehsan, Park, Sang Hyun (Eds.)
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- About this book
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This book constitutes the proceedings of the Second International Workshop on Predictive Intelligence in Medicine, PRIME 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.
The 18 papers presented in this volume were carefully reviewed and selected for inclusion in this book. The contributions describe new cutting-edge predictive models and methods that solve challenging problems in the medical field for a high-precision predictive medicine.
- Table of contents (19 chapters)
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TADPOLE Challenge: Accurate Alzheimer’s Disease Prediction Through Crowdsourced Forecasting of Future Data
Pages 1-10
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Inter-fractional Respiratory Motion Modelling from Abdominal Ultrasound: A Feasibility Study
Pages 11-22
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Adaptive Neuro-Fuzzy Inference System-Based Chaotic Swarm Intelligence Hybrid Model for Recognition of Mild Cognitive Impairment from Resting-State fMRI
Pages 23-33
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Deep Learning via Fused Bidirectional Attention Stacked Long Short-Term Memory for Obsessive-Compulsive Disorder Diagnosis and Risk Screening
Pages 34-43
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Modeling Disease Progression in Retinal OCTs with Longitudinal Self-supervised Learning
Pages 44-52
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Table of contents (19 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Predictive Intelligence in Medicine
- Book Subtitle
- Second International Workshop, PRIME 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
- Editors
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- Islem Rekik
- Ehsan Adeli
- Sang Hyun Park
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 11843
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-32281-6
- DOI
- 10.1007/978-3-030-32281-6
- Softcover ISBN
- 978-3-030-32280-9
- Edition Number
- 1
- Number of Pages
- XIII, 178
- Number of Illustrations
- 10 b/w illustrations, 48 illustrations in colour
- Topics
