Medical Image Computing and Computer Assisted Intervention - MICCAI 2022: 25th International Conference, Singapore, September 18-22, 2022, Proceedings, Part VII

The 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, held in Singapore in September 2022, had 574 revised full papers, which were reviewed and selected in a double-blind review process. The papers are organized into topical sections covering brain development, atlases, functional brain networks, neuroimaging, heart and lung imaging, dermatology, computational pathology, anatomy and physiology, ophthalmology, fetal imaging, breast imaging, colonoscopy, computer-aided diagnosis, microscopic image analysis, positron emission tomography, ultrasound imaging, video data analysis, image segmentation, integration with non-imaging biomarkers, image registration, reconstruction, image-guided interventions, surgery, outcome and disease prediction, surgical data science, surgical planning and simulation, machine learning, and uncertainty.

Format: Paperback / softback
Length: 779 pages
Publication date: 17 September 2022
Publisher: Springer International Publishing AG

The 25th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2022, was held in Singapore in September 2022, and its proceedings have been published in an eight-volume set, LNCS 13431, 13432, 13433, 13434, 13435, 13436, 13437, and 13438. The conference received a total of 1831 submissions, from which 574 revised full papers were selected for inclusion in the proceedings through a double-blind review process. The papers are organized into eight 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

Weight: 1240g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031164484
Edition number: 1st ed. 2022