Medical Image Computing and Computer Assisted Intervention - MICCAI 2022 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VII / [electronic resource] :
edited by Linwei Wang, Qi Dou, P. Thomas Fletcher, Stefanie Speidel, Shuo Li.
- 1st ed. 2022.
- XLI, 779 p. 238 illus., 228 illus. in color. online resource.
- Lecture Notes in Computer Science, 13437 1611-3349 ; .
- Lecture Notes in Computer Science, 13437 .
Image-Guided interventions and surgery -- outcome and disease prediction -- surgical data science; surgical planning and simulation -- machine learning - domain adaptation and generalization.
The eight-volume set LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438 constitutes the refereed proceedings of the 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, which was held in Singapore in September 2022. The 574 revised full papers presented were carefully reviewed and selected from 1831 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: Brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; heart and lung imaging; dermatology; Part II: Computational (integrative) pathology; computational anatomy and physiology; ophthalmology; fetal imaging; Part III: Breast imaging; colonoscopy; computer aided diagnosis; Part IV: Microscopic image analysis; positron emission tomography; ultrasound imaging; video data analysis; image segmentation I; Part V: Image segmentation II; integration of imaging with non-imaging biomarkers; Part VI: Image registration; image reconstruction; Part VII: Image-Guided interventions and surgery; outcome and disease prediction; surgical data science; surgical planning and simulation; machine learning - domain adaptation and generalization; Part VIII: Machine learning - weakly-supervised learning; machine learning - model interpretation; machine learning - uncertainty; machine learning theory and methodologies. .
9783031164491
10.1007/978-3-031-16449-1 doi
Image processing. Application software. User interfaces (Computer systems). Human-computer interaction. Machine learning. Image processing--Digital techniques. Computer vision. Image Processing. Computer and Information Systems Applications. User Interfaces and Human Computer Interaction. Machine Learning. Computer Imaging, Vision, Pattern Recognition and Graphics.