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Predictive Intelligence in Medicine

Predictive Intelligence in Medicine


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About the Book

Context-Aware Synergetic Multiplex Network for Multi-Organ Segmentation of Cervical Cancer MRI.- Residual Embedding Similarity-Based Network Selection for Predicting Brain Network Evolution Trajectory from a Single Observation.- Adversarial Brain Multiplex Prediction From a Single Network for High-Order Connectional Gender-Specific Brain Mapping.- Learned deep radiomics for survival analysis with attention.- Robustification of Segmentation Models Against Adversarial Perturbations In Medical Imaging.- Joint Clinical Data and CT Image based Prognosis: A Case Study on Postoperative Pulmonary Venous Obstruction Prediction.- Low-Dose CT Denoising using Octave Convolution with High and Low Frequency bands.- Conditional Generative Adversarial Network for Predicting 3D Medical Images Affected by Alzheimer's Diseases.- Inpainting Cropped Diffusion MRI using Deep Generative Models.- Multi-View Brain HyperConnectome AutoEncoder For Brain State Classification.- Foreseeing Brain Graph Evolution Over Time Using Deep Adversarial Network Normalizer.- Longitudinal prediction of anatomical changes of parotid glands.- Deep Parametric Mixtures for Modeling the Functional Connectome.- Deep EvoGraphNet Architecture For Time-Dependent Brain Graph Data Synthesis From a Single Timepoint.- Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction.- mr2 NST: Multi-Resolution and Multi-Reference Neural Style Transfer for Mammography.- Template-oriented Multi-task Sparse Low-rank Learning for Parkinson's Diseases Diagnosis.- Multimodal Prediction of Breast Cancer Relapse Prior to Neoadjuvant Chemotherapy Treatment.



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Product Details
  • ISBN-13: 9783030593537
  • Publisher: Springer International Publishing
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 212
  • Spine Width: 12 mm
  • Weight: 372 gr
  • ISBN-10: 3030593533
  • Publisher Date: 01 Oct 2020
  • Binding: Paperback
  • Language: English
  • Returnable: Y
  • Sub Title: Third International Workshop, Prime 2020, Held in Conjunction with Miccai 2020, Lima, Peru, October 8, 2020, Proceedings
  • Width: 156 mm


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