Medical Image Computing and Computer Assisted Intervention − MICCAI 2017

20th International Conference, Quebec City, QC, Canada, September 11-13, 2017, Proceedings, Part I

• Author(s): Maxime Descoteaux, Lena Maier-Hein, Alfred Franz, Pierre Jannin, D. Louis Collins, Simon Duchesne,
• Publisher: Springer
• Pages: 811
• ISBN_10: 3319661825
  ISBN_13: 9783319661827
  
• Language: en
• Categories: Computers / Software Development & Engineering / Computer Graphics , Computers / Artificial Intelligence / General , Computers / Mathematical & Statistical Software , Computers / Artificial Intelligence / Computer Vision & Pattern Recognition , Medical / General , Computers / Optical Data Processing , Computers / Software Development & Engineering / General , Mathematics / Discrete Mathematics , Computers / Social Aspects ,

Description:... The three-volume set LNCS 10433, 10434, and 10435 constitutes the refereed proceedings of the 20th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2017, held inQuebec City, Canada, in September 2017.
The 255 revised full papers presented were carefully reviewed and selected from 800 submissions in a two-phase review process. The papers have been organized in the following topical sections: Part I: atlas and surface-based techniques; shape and patch-based techniques; registration techniques, functional imaging, connectivity, and brain parcellation; diffusion magnetic resonance imaging (dMRI) and tensor/fiber processing; and image segmentation and modelling. Part II: optical imaging; airway and vessel analysis; motion and cardiac analysis; tumor processing; planning and simulation for medical interventions; interventional imaging and navigation; and medical image computing. Part III: feature extraction and classification techniques; and machine learning in medical image computing.