1.2k citations
- Technical University of MunichDE99 papers
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- Ludwig-Maximilians-Universität MünchenDE12 papers
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Showing 2018 · cs.CVShow all
3 papers · 2 filters
cs.CV2018★ 4 cited
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation
Hongwei Li, Jianguo Zhang, Mark Muehlau +2
Segmentation of both large and small white matter hyperintensities/lesions in brain MR images is a challenging task which has drawn much attention in recent years. We propose a mul…
cs.CV2018★ 4 cited
Differential Diagnosis for Pancreatic Cysts in CT Scans Using Densely-Connected Convolutional Networks
Hongwei Li, Kanru Lin, Maximilian Reichert +7
The lethal nature of pancreatic ductal adenocarcinoma (PDAC) calls for early differential diagnosis of pancreatic cysts, which are identified in up to 16% of normal subjects, and s…
cs.CV2018★ 446 cited
Deep Autoencoding Models for Unsupervised Anomaly Segmentation in Brain MR Images
Christoph Baur, Benedikt Wiestler, Shadi Albarqouni +1
Reliably modeling normality and differentiating abnormal appearances from normal cases is a very appealing approach for detecting pathologies in medical images. A plethora of such…