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Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	September 2022
Genre:	EDV / Informatik
	ArtificialIntelligence / Bildverarbeitung / Biomedizinische Technik / Medizintechnik / computer-aideddiagnosticsandtherapeutics / Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften / computerassistedinterventions / ComputerNetworks / computersystems / Computervision / DeepLearning / imageanalysis / imageenhancement / imageprocessing / imagereconstruction / imagesegmentation / imagingsystems / Learning / Lehrmittel, Lerntechnologien, E-Learning / machinelearning / Medicalimages / networkprotocols / neuralnetworks / signalprocessing mehr...
ISBN:	9783031164309
EAN-Code:	9783031164309
Verlag:	Springer
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D 44 mm
Gewicht:	1200 gr
Seiten:	808
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

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.