21st Annual Conference on Medical Image Understanding and Analysis, MIUA 2017

Maria Valdes Hernandez (Editor), Victor Gonzalez-Castro (Editor)

Research output: Chapter in Book/Report/Conference proceedingOther chapter contribution

Abstract

The proceedings contain 81 papers. The special focus in this conference is on Medical Image Understanding and Analysis. The topics include: End-to-end learning of a conditional random field for intra-retinal layer segmentation in optical coherence tomography; superpixel-based line operator for retinal blood vessel segmentation; automatic detection and identification of retinal vessel junctions in colour fundus photography; fast optic disc segmentation in retinal images using polar transform; a novel technique for splat generation and patch level prediction in diabetic retinopathy; deep residual networks for quantification of muscle fiber orientation and curvature from ultrasound images; multi-level trainable segmentation for measuring gestational and yolk sacs from ultrasound images; weakly supervised learning of placental ultrasound images with residual networks; edge aware geometric filter for ultrasound image ENHA; tissues classification of the cardiovascular system using texture descriptors; multidimensional assessments of abdominal aortic aneurysms by magnetic resonance against ultrasound diameter measurements; comparison of automatic vessel segmentation techniques for whole body magnetic resonance angiography with limited ground truth data; evaluating classifiers for atherosclerotic plaque component segmentation in MRI; classification of cross-sections for vascular skeleton extraction using convolutional neural networks; improved CTA coronary segmentation with a volume-specific intensity threshold; multi task fully convolutional network for brain tumour segmentation; classification of cervical-cancer using pap-smear images; new level set model in follow up radiotherapy image analysis and topological analysis of the vasculature of angiopoietin-expressing tumours through scale-space tracing.

Original languageEnglish
Title of host publicationMedical Image Understanding and Analysis - 21st Annual Conference, MIUA 2017, Proceedings
PublisherSpringer-Verlag
Pages1-949
Number of pages949
Volume723
ISBN (Print)9783319609638
Publication statusPublished - 2017
Event21st Annual Conference on Medical Image Understanding and Analysis, MIUA 2017 - Edinburgh, United Kingdom
Duration: 11 Jul 201713 Jul 2017

Publication series

NameCommunications in Computer and Information Science
Volume723
ISSN (Print)1865-0929

Conference

Conference21st Annual Conference on Medical Image Understanding and Analysis, MIUA 2017
CountryUnited Kingdom
CityEdinburgh
Period11/07/1713/07/17

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