PRedictive Intelligence in MEdicine : first International Workshop, PRIME 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings /: first International Workshop, PRIME 2018, held in conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. (2018)

• Record Type: Book
• Other Titles: PRIME 2018
• Further Information: Note: Islem Rekik, Gozde Unal, Ehsan Adeli, Sang Hyun Park (eds.).
• Editors: Rekik, Islem; Unal, Gozde; Adeli, Ehsan; Park, Sang Hyun
• Other Names: PRIME (Workshop), 1st; International Conference on Medical Image Computing and Computer-Assisted Intervention, 21st
• Contents: 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.
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Extent: 1 online resource (xii, 174 pages), illustrations
• Subjects: 610.285/63; Computer science; Artificial intelligence -- Medical applications -- Congresses; Computers -- Computer Graphics; Computers -- Computer Vision & Pattern Recognition; Computers -- Hardware -- General; Computers -- Online Services -- General; Image processing; Pattern recognition; Computer networking & communications; Artificial intelligence; Computer vision; Optical pattern recognition; Computer network architectures; Information systems; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783030003203; 3030003205
• Related ISBNs: 9783030003197
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed September 20, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.