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20132021
most citedA Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology

271 citations · 549 across the 18 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

cs.CV2018

Magnetic Resonance Fingerprinting using Recurrent Neural Networks

Ilkay Oksuz, Gastao Cruz, James Clough +6

Magnetic Resonance Fingerprinting (MRF) is a new approach to quantitative magnetic resonance imaging that allows simultaneous measurement of multiple tissue properties in a single,…

cs.CV2018

Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning

Ilkay Oksuz, Bram Ruijsink, Esther Puyol-Anton +8

Good quality of medical images is a prerequisite for the success of subsequent image analysis pipelines. Quality assessment of medical images is therefore an essential activity and…