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Lieferstatus:	i.d.R. innert 5-10 Tagen versandfertig
Veröffentlichung:	Oktober 2020
Genre:	EDV / Informatik
	ArtificialIntelligence / bioinformatics / Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften / computeraideddiagnosis / Computervision / imageanalysis / imageprocessing / imagereconstruction / imagesegmentation / imagingsystems / Lehrmittel, Lerntechnologien, E-Learning / machinelearning / Maschinelles Sehen, Bildverstehen / MedicalImageAnalysis / Medicalimages / Mustererkennung / neuralnetworks / objectrecognition / patternrecognition / segmentationmethods / signalprocessing mehr...
ISBN:	9783030597184
EAN-Code:	9783030597184
Verlag:	Springer
Einband:	Kartoniert
Sprache:	English
Dimensionen:	H 235 mm / B 155 mm / D 47 mm
Gewicht:	1293 gr
Seiten:	872
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

The seven-volume set LNCS 12261, 12262, 12263, 12264, 12265, 12266, and 12267 constitutes the refereed proceedings of the 23rd International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2020, held in Lima, Peru, in October 2020. The conference was held virtually due to the COVID-19 pandemic. The 542 revised full papers presented were carefully reviewed and selected from 1809 submissions in a double-blind review process. The papers are organized in the following topical sections: Part I: machine learning methodologies Part II: image reconstruction; prediction and diagnosis; cross-domain methods and reconstruction; domain adaptation; machine learning applications; generative adversarial networks Part III: CAI applications; image registration; instrumentation and surgical phase detection; navigation and visualization; ultrasound imaging; video image analysis Part IV: segmentation; shape models and landmark detection Part V: biological, optical, microscopic imaging; cell segmentation and stain normalization; histopathology image analysis; opthalmology Part VI: angiography and vessel analysis; breast imaging; colonoscopy; dermatology; fetal imaging; heart and lung imaging; musculoskeletal imaging Part VI: brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography