Výsledky vyhledávání - "LEMMENS, Robin"

Akademický článek

A rare presentation of a common carotid artery occlusion

Autor: Demeuleneere, Amber, Lambert, Julie, Demeestere, Jelle, Lemmens, Robin, Fourneau, Inge, Houthoofd, Sabrina, Schauwvlieghe, Pieter-Paul, Jacob, Julie, Cassiman, Catherine

Publikováno v: GMS Ophthalmology Cases, Vol 13, p Doc20 (2023)

Background: A common carotid artery occlusion (CCAO) is very rare and the clinical features of CCAO have rarely been described. Since the blood supply of the eye and orbit is derived from the internal carotid artery, a CCAO may present with various o

Externí odkaz: https://doaj.org/article/2366ac5ad1194018af28142f3ea463fc

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Dice Semimetric Losses: Optimizing the Dice Score with Soft Labels

Autor: Wang, Zifu, Popordanoska, Teodora, Bertels, Jeroen, Lemmens, Robin, Blaschko, Matthew B.

The soft Dice loss (SDL) has taken a pivotal role in numerous automated segmentation pipelines in the medical imaging community. Over the last years, some reasons behind its superior functioning have been uncovered and further optimizations have been

Externí odkaz: http://arxiv.org/abs/2303.16296

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DeepVoxNet2: Yet another CNN framework

Autor: Bertels, Jeroen, Robben, David, Lemmens, Robin, Vandermeulen, Dirk

We know that both the CNN mapping function and the sampling scheme are of paramount importance for CNN-based image analysis. It is clear that both functions operate in the same space, with an image axis $\mathcal{I}$ and a feature axis $\mathcal{F}$.

Externí odkaz: http://arxiv.org/abs/2211.09569

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Convolutional neural networks for medical image segmentation

Autor: Bertels, Jeroen, Robben, David, Lemmens, Robin, Vandermeulen, Dirk

In this article, we look into some essential aspects of convolutional neural networks (CNNs) with the focus on medical image segmentation. First, we discuss the CNN architecture, thereby highlighting the spatial origin of the data, voxel-wise classif

Externí odkaz: http://arxiv.org/abs/2211.09562

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Final infarct prediction in acute ischemic stroke

Autor: Bertels, Jeroen, Robben, David, Vandermeulen, Dirk, Lemmens, Robin

This article focuses on the control center of each human body: the brain. We will point out the pivotal role of the cerebral vasculature and how its complex mechanisms may vary between subjects. We then emphasize a specific acute pathological state,

Externí odkaz: http://arxiv.org/abs/2211.04850

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