Artificial intelligence in retina
Schmidt-Erfurth, Ursula, Sadeghipour, Amir, Gerendas, Bianca S., Waldstein, Sebastian M., Bogunović, Hrvoje
Published in Progress in retinal and eye research (01.11.2018)
Published in Progress in retinal and eye research (01.11.2018)
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Journal Article
Prediction of Individual Disease Conversion in Early AMD Using Artificial Intelligence
Schmidt-Erfurth, Ursula, Waldstein, Sebastian M, Klimscha, Sophie, Sadeghipour, Amir, Hu, Xiaofeng, Gerendas, Bianca S, Osborne, Aaron, Bogunovic, Hrvoje
Published in Investigative ophthalmology & visual science (02.07.2018)
Published in Investigative ophthalmology & visual science (02.07.2018)
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Journal Article
Prediction of Anti-VEGF Treatment Requirements in Neovascular AMD Using a Machine Learning Approach
Bogunovic, Hrvoje, Waldstein, Sebastian M, Schlegl, Thomas, Langs, Georg, Sadeghipour, Amir, Liu, Xuhui, Gerendas, Bianca S, Osborne, Aaron, Schmidt-Erfurth, Ursula
Published in Investigative ophthalmology & visual science (01.06.2017)
Published in Investigative ophthalmology & visual science (01.06.2017)
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Journal Article
AI-based monitoring of retinal fluid in disease activity and under therapy
Schmidt-Erfurth, Ursula, Reiter, Gregor S., Riedl, Sophie, Seeböck, Philipp, Vogl, Wolf-Dieter, Blodi, Barbara A., Domalpally, Amitha, Fawzi, Amani, Jia, Yali, Sarraf, David, Bogunović, Hrvoje
Published in Progress in retinal and eye research (01.01.2022)
Published in Progress in retinal and eye research (01.01.2022)
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Journal Article
Learning Spatio-Temporal Model of Disease Progression with NeuralODEs from Longitudinal Volumetric Data
Lachinov, Dmitrii, Chakravarty, Arunava, Grechenig, Christoph, Schmidt-Erfurth, Ursula, Bogunovic, Hrvoje
Published in IEEE transactions on medical imaging (01.03.2024)
Published in IEEE transactions on medical imaging (01.03.2024)
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Journal Article
Spatio-temporal alterations in retinal and choroidal layers in the progression of age-related macular degeneration (AMD) in optical coherence tomography
Vogl, Wolf-Dieter, Bogunović, Hrvoje, Waldstein, Sebastian M., Riedl, Sophie, Schmidt-Erfurth, Ursula
Published in Scientific reports (11.03.2021)
Published in Scientific reports (11.03.2021)
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Journal Article
REFUGE Challenge: A unified framework for evaluating automated methods for glaucoma assessment from fundus photographs
Orlando, José Ignacio, Fu, Huazhu, Barbosa Breda, João, van Keer, Karel, Bathula, Deepti R., Diaz-Pinto, Andrés, Fang, Ruogu, Heng, Pheng-Ann, Kim, Jeyoung, Lee, JoonHo, Lee, Joonseok, Li, Xiaoxiao, Liu, Peng, Lu, Shuai, Murugesan, Balamurali, Naranjo, Valery, Phaye, Sai Samarth R., Shankaranarayana, Sharath M., Sikka, Apoorva, Son, Jaemin, van den Hengel, Anton, Wang, Shujun, Wu, Junyan, Wu, Zifeng, Xu, Guanghui, Xu, Yongli, Yin, Pengshuai, Li, Fei, Zhang, Xiulan, Xu, Yanwu, Bogunović, Hrvoje
Published in Medical image analysis (01.01.2020)
Published in Medical image analysis (01.01.2020)
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Journal Article
Unbiased identification of novel subclinical imaging biomarkers using unsupervised deep learning
Waldstein, Sebastian M., Seeböck, Philipp, Donner, René, Sadeghipour, Amir, Bogunović, Hrvoje, Osborne, Aaron, Schmidt-Erfurth, Ursula
Published in Scientific reports (31.07.2020)
Published in Scientific reports (31.07.2020)
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Journal Article
Therapeutic response in the HAWK and HARRIER trials using deep learning in retinal fluid volume and compartment analysis
Schmidt-Erfurth, Ursula, Mulyukov, Zufar, Gerendas, Bianca S., Reiter, Gregor S., Lorand, Daniel, Weissgerber, Georges, Bogunović, Hrvoje
Published in Eye (London) (01.04.2023)
Published in Eye (London) (01.04.2023)
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Journal Article
Joint retinal layer and fluid segmentation in OCT scans of eyes with severe macular edema using unsupervised representation and auto-context
Montuoro, Alessio, Waldstein, Sebastian M, Gerendas, Bianca S, Schmidt-Erfurth, Ursula, Bogunović, Hrvoje
Published in Biomedical optics express (01.03.2017)
Published in Biomedical optics express (01.03.2017)
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Journal Article
Quantitative assessment of depolarization by the retinal pigment epithelium in healthy and glaucoma subjects measured over a large field of view
Motschi, Alice R, Schwarzhans, Florian, Desissaire, Sylvia, Steiner, Stefan, Bogunović, Hrvoje, Roberts, Philipp K, Vass, Clemens, Hitzenberger, Christoph K, Pircher, Michael
Published in PloS one (13.12.2022)
Published in PloS one (13.12.2022)
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Journal Article
IMPACT OF RESIDUAL SUBRETINAL FLUID VOLUMES ON TREATMENT OUTCOMES IN A SUBRETINAL FLUID-TOLERANT TREAT-AND-EXTEND REGIMEN
Grechenig, Christoph, Reiter, Gregor S, Riedl, Sophie, Arnold, Jennifer, Guymer, Robyn, Gerendas, Bianca S, Bogunović, Hrvoje, Schmidt-Erfurth, Ursula
Published in Retina (Philadelphia, Pa.) (01.11.2021)
Published in Retina (Philadelphia, Pa.) (01.11.2021)
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Journal Article
Anomaly guided segmentation: Introducing semantic context for lesion segmentation in retinal OCT using weak context supervision from anomaly detection
Seeböck, Philipp, Orlando, José Ignacio, Michl, Martin, Mai, Julia, Schmidt-Erfurth, Ursula, Bogunović, Hrvoje
Published in Medical image analysis (01.04.2024)
Published in Medical image analysis (01.04.2024)
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Journal Article