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Picture for José Ignacio Orlando

SketchZooms: Deep multi-view descriptors for matching line drawings


Nov 29, 2019
Pablo Navarro, José Ignacio Orlando, Claudio Delrieux, Emmanuel Iarussi


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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs


Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

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An amplified-target loss approach for photoreceptor layer segmentation in pathological OCT scans


Aug 02, 2019
José Ignacio Orlando, Anna Breger, Hrvoje Bogunović, Sophie Riedl, Bianca S. Gerendas, Martin Ehler, Ursula Schmidt-Erfurth

* Accepted for publication at MICCAI-OMIA 2019 

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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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Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT


May 29, 2019
Philipp Seeböck, José Ignacio Orlando, Thomas Schlegl, Sebastian M. Waldstein, Hrvoje Bogunović, Sophie Klimscha, Georg Langs, Ursula Schmidt-Erfurth

* Accepted for publication in IEEE Transactions on Medical Imaging, 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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Towards a glaucoma risk index based on simulated hemodynamics from fundus images


Oct 25, 2018
José Ignacio Orlando, João Barbosa Breda, Karel van Keer, Matthew B. Blaschko, Pablo J. Blanco, Carlos A. Bulant

* MICCAI 2018 paper 

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An Ensemble Deep Learning Based Approach for Red Lesion Detection in Fundus Images


Oct 12, 2017
José Ignacio Orlando, Elena Prokofyeva, Mariana del Fresno, Matthew B. Blaschko

* Accepted for publication in Computer Methods and Programs in Biomedicine 

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Arabidopsis roots segmentation based on morphological operations and CRFs


Apr 25, 2017
José Ignacio Orlando, Hugo Luis Manterola, Enzo Ferrante, Federico Ariel


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