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Picture for Sebastian Waldstein

U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography


Dec 11, 2019
Rhona Asgari, Sebastian Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunović


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Multiclass segmentation as multitask learning for drusen segmentation in retinal optical coherence tomography


Jul 24, 2019
Rhona Asgari, José Ignacio Orlando, Sebastian Waldstein, Ferdinand Schlanitz, Magdalena Baratsits, Ursula Schmidt-Erfurth, Hrvoje Bogunović

* Accepted for publication in MICCAI 2019 

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Using CycleGANs for effectively reducing image variability across OCT devices and improving retinal fluid segmentation


Jan 25, 2019
Philipp Seeböck, David Romo-Bucheli, Sebastian Waldstein, Hrvoje Bogunović, José Ignacio Orlando, Bianca S. Gerendas, Georg Langs, Ursula Schmidt-Erfurth

* * Contributed equally (order was defined by flipping a coin) --------------- Accepted for publication in the "IEEE International Symposium on Biomedical Imaging (ISBI) 2019" 

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U2-Net: A Bayesian U-Net model with epistemic uncertainty feedback for photoreceptor layer segmentation in pathological OCT scans


Jan 23, 2019
José Ignacio Orlando, Philipp Seeböck, Hrvoje Bogunović, Sophie Klimscha, Christoph Grechenig, Sebastian Waldstein, Bianca S. Gerendas, Ursula Schmidt-Erfurth

* IEEE International Symposium on Biomedical Imaging (ISBI 2019) 
* Accepted for publication at IEEE International Symposium on Biomedical Imaging (ISBI) 2019 

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Identifying and Categorizing Anomalies in Retinal Imaging Data


Dec 02, 2016
Philipp Seeböck, Sebastian Waldstein, Sophie Klimscha, Bianca S. Gerendas, René Donner, Thomas Schlegl, Ursula Schmidt-Erfurth, Georg Langs

* Extended Abstract, Accepted for NIPS 2016 Workshop "Machine Learning for Health" 

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