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Predictive Intelligence in Medicine

Predictive Intelligence in Medicine


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About the Book

Computer Aided Identification of Motion Disturbances Related to Parkinson's Disease.- Prediction of Severity and Treatment Outcome for ASD from fMRI.- Enhancement of Perivascular Spaces Using a Very Deep 3D Dense Network.- Generation of Amyloid PET Images via Conditional Adversarial Training for Predicting Progression to Alzheimer's Disease.- Prediction of Hearing Loss Based on Auditory Perception: A Preliminary Study.- Predictive Patient Care: Survival Model to Prevent Medication Non-adherence.- Joint Robust Imputation and Classification for Early Dementia Detection Using Incomplete Multi-Modality Data.- Shared Latent Structures Between Imaging Features and Biomarkers in Early Stages of Alzheimer's Disease.- Predicting Nucleus Basalis of Meynert Volume from Compartmental Brain Segmentations.- Multi-modal Neuroimaging Data Fusion via Latent Space Learning for Alzheimer's Disease Diagnosis.- Transfer Learning for Task Adaptation of Brain Lesion Assessment and Prediction of Brain Abnormalities Progression/Regression Using Irregularity Age Map in Brain MRI.- Multi-View Brain Network Prediction From a Source View Using Sample Selection via CCA-based Multi-Kernel Connectomic Manifold Learning.- Predicting Emotional Intelligence Scores From Multi-Session Functional Brain Connectomes.- Predictive Modeling of Longitudinal Data for Alzheimer's Disease Diagnosis Using RNNs.- Towards Continuous Health Diagnosis from Faces with Deep Learning.- XmoNet: A Fully Convolutional Network for Cross-Modality MR Image Inference.- 3D Convolutional Neural Network and Stacked Bidirectional Recurrent Neural Network for Alzheimer's Disease Diagnosis.- Generative Adversarial Training for MRA Image Synthesis Using Multi-Contrast MRI.- Diffusion MRI Spatial Super-Resolution Using Generative Adversarialv Networks.- Prediction to Atrial Fibrillation Using Deep Convolutional Neural Networks.


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Product Details
  • ISBN-13: 9783030003197
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 174
  • Spine Width: 10 mm
  • Weight: 322 gr
  • ISBN-10: 3030003191
  • Publisher Date: 13 Sep 2018
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: First International Workshop, Prime 2018, Held in Conjunction with Miccai 2018, Granada, Spain, September 16, 2018, Proceedings
  • Width: 156 mm


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