Fully Automated Detection and Quantification of Macular Fluid in OCT Using Deep Learning
Schlegl, Thomas, Waldstein, Sebastian M., Bogunovic, Hrvoje, Endstraßer, Franz, Sadeghipour, Amir, Philip, Ana-Maria, Podkowinski, Dominika, Gerendas, Bianca S., Langs, Georg, Schmidt-Erfurth, Ursula
Published in Ophthalmology (Rochester, Minn.) (01.04.2018)
Published in Ophthalmology (Rochester, Minn.) (01.04.2018)
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Journal Article
Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT
Seebock, Philipp, Orlando, Jose Ignacio, Schlegl, Thomas, Waldstein, Sebastian M., Bogunovic, Hrvoje, Klimscha, Sophie, Langs, Georg, Schmidt-Erfurth, Ursula
Published in IEEE transactions on medical imaging (01.01.2020)
Published in IEEE transactions on medical imaging (01.01.2020)
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Journal Article
Why rankings of biomedical image analysis competitions should be interpreted with care
Maier-Hein, Lena, Eisenmann, Matthias, Reinke, Annika, Onogur, Sinan, Stankovic, Marko, Scholz, Patrick, Arbel, Tal, Bogunovic, Hrvoje, Bradley, Andrew P., Carass, Aaron, Feldmann, Carolin, Frangi, Alejandro F., Full, Peter M., van Ginneken, Bram, Hanbury, Allan, Honauer, Katrin, Kozubek, Michal, Landman, Bennett A., März, Keno, Maier, Oskar, Maier-Hein, Klaus, Menze, Bjoern H., Müller, Henning, Neher, Peter F., Niessen, Wiro, Rajpoot, Nasir, Sharp, Gregory C., Sirinukunwattana, Korsuk, Speidel, Stefanie, Stock, Christian, Stoyanov, Danail, Taha, Abdel Aziz, van der Sommen, Fons, Wang, Ching-Wei, Weber, Marc-André, Zheng, Guoyan, Jannin, Pierre, Kopp-Schneider, Annette
Published in Nature communications (06.12.2018)
Published in Nature communications (06.12.2018)
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Journal Article
RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge
Bogunovic, Hrvoje, Venhuizen, Freerk, Klimscha, Sophie, Apostolopoulos, Stefanos, Bab-Hadiashar, Alireza, Bagci, Ulas, Beg, Mirza Faisal, Bekalo, Loza, Chen, Qiang, Ciller, Carlos, Gopinath, Karthik, Gostar, Amirali K., Jeon, Kiwan, Ji, Zexuan, Kang, Sung Ho, Koozekanani, Dara D., Lu, Donghuan, Morley, Dustin, Parhi, Keshab K., Park, Hyoung Suk, Rashno, Abdolreza, Sarunic, Marinko, Shaikh, Saad, Sivaswamy, Jayanthi, Tennakoon, Ruwan, Yadav, Shivin, De Zanet, Sandro, Waldstein, Sebastian M., Gerendas, Bianca S., Klaver, Caroline, Sanchez, Clara I., Schmidt-Erfurth, Ursula
Published in IEEE transactions on medical imaging (01.08.2019)
Published in IEEE transactions on medical imaging (01.08.2019)
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Journal Article
Linking disease activity with optical coherence tomography angiography in neovascular age related macular degeneration using artificial intelligence
Schranz, Markus, Bogunovic, Hrvoje, Deak, Gabor, Sadeghipour, Amir, Reiter, Gregor Sebastian, Schmidt-Erfurth, Ursula
Published in Scientific reports (20.08.2024)
Published in Scientific reports (20.08.2024)
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Journal Article
Clinical validation for automated geographic atrophy monitoring on OCT under complement inhibitory treatment
Mai, Julia, Lachinov, Dmitrii, Riedl, Sophie, Reiter, Gregor S., Vogl, Wolf-Dieter, Bogunovic, Hrvoje, Schmidt-Erfurth, Ursula
Published in Scientific reports (29.04.2023)
Published in Scientific reports (29.04.2023)
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Journal Article
AIROGS: Artificial Intelligence for Robust Glaucoma Screening Challenge
de Vente, Coen, Vermeer, Koenraad A., Jaccard, Nicolas, Wang, He, Sun, Hongyi, Khader, Firas, Truhn, Daniel, Aimyshev, Temirgali, Zhanibekuly, Yerkebulan, Le, Tien-Dung, Galdran, Adrian, Ballester, Miguel Angel Gonzalez, Carneiro, Gustavo, Devika, R. G., Sethumadhavan, Hrishikesh Panikkasseril, Puthussery, Densen, Liu, Hong, Yang, Zekang, Kondo, Satoshi, Kasai, Satoshi, Wang, Edward, Durvasula, Ashritha, Heras, Jonathan, Zapata, Miguel Angel, Araujo, Teresa, Aresta, Guilherme, Bogunovic, Hrvoje, Arikan, Mustafa, Lee, Yeong Chan, Cho, Hyun Bin, Choi, Yoon Ho, Qayyum, Abdul, Razzak, Imran, van Ginneken, Bram, Lemij, Hans G., Sanchez, Clara I.
Published in IEEE transactions on medical imaging (01.01.2024)
Published in IEEE transactions on medical imaging (01.01.2024)
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Journal Article
Impact of Drusen Volume on Quantitative Fundus Autofluorescence in Early and Intermediate Age-Related Macular Degeneration
Reiter, Gregor Sebastian, Told, Reinhard, Schlanitz, Ferdinand Georg, Bogunovic, Hrvoje, Baumann, Lukas, Sacu, Stefan, Schmidt-Erfurth, Ursula, Pollreisz, Andreas
Published in Investigative ophthalmology & visual science (01.05.2019)
Published in Investigative ophthalmology & visual science (01.05.2019)
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Journal Article
Influence of OCT biomarkers on microperimetry intra- and interdevice repeatability in diabetic macular edema
Stino, Heiko, Birner, Klaudia, Hinterhuber, Laetitia, Struppe, Alexandra, Gumpinger, Markus, Schürer-Waldheim, Simon, Bogunovic, Hrvoje, Schmidt-Erfurth, Ursula, Pollreisz, Andreas, Reiter, Gregor S.
Published in Scientific reports (07.10.2024)
Published in Scientific reports (07.10.2024)
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Journal Article
Quantitative comparison of automated OCT and conventional FAF-based geographic atrophy measurements in the phase 3 OAKS/DERBY trials
Mai, Julia, Reiter, Gregor S., Riedl, Sophie, Vogl, Wolf-Dieter, Sadeghipour, Amir, Foos, Emma, McKeown, Alex, Bogunovic, Hrvoje, Schmidt-Erfurth, Ursula
Published in Scientific reports (04.09.2024)
Published in Scientific reports (04.09.2024)
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Journal Article
Dynamics and patterns of recurrence in neovascular AMD during real-world management using automated fluid monitoring
Prenner, Veronika, Schmidt-Erfurth, Ursula, Fuchs, Philipp, Leingang, Oliver, Coulibaly, Leonard Mana, Bogunovic, Hrvoje, Barthelmes, Daniel, Reiter, Gregor Sebastian
Published in Heliyon (30.05.2024)
Published in Heliyon (30.05.2024)
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Journal Article
Author Correction: Why rankings of biomedical image analysis competitions should be interpreted with care
Maier-Hein, Lena, Eisenmann, Matthias, Reinke, Annika, Onogur, Sinan, Stankovic, Marko, Scholz, Patrick, Arbel, Tal, Bogunovic, Hrvoje, Bradley, Andrew P., Carass, Aaron, Feldmann, Carolin, Frangi, Alejandro F., Full, Peter M., van Ginneken, Bram, Hanbury, Allan, Honauer, Katrin, Kozubek, Michal, Landman, Bennett A., März, Keno, Maier, Oskar, Maier-Hein, Klaus, Menze, Bjoern H., Müller, Henning, Neher, Peter F., Niessen, Wiro, Rajpoot, Nasir, Sharp, Gregory C., Sirinukunwattana, Korsuk, Speidel, Stefanie, Stock, Christian, Stoyanov, Danail, Taha, Abdel Aziz, van der Sommen, Fons, Wang, Ching-Wei, Weber, Marc-André, Zheng, Guoyan, Jannin, Pierre, Kopp-Schneider, Annette
Published in Nature communications (30.01.2019)
Published in Nature communications (30.01.2019)
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Journal Article
Evaluating the impact of vitreomacular adhesion on anti-VEGF therapy for retinal vein occlusion using machine learning
Waldstein, Sebastian M., Montuoro, Alessio, Podkowinski, Dominika, Philip, Ana-Maria, Gerendas, Bianca S., Bogunovic, Hrvoje, Schmidt-Erfurth, Ursula
Published in Scientific reports (07.06.2017)
Published in Scientific reports (07.06.2017)
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Journal Article
A Systematic Prospective Comparison of Fluid Volume Evaluation across OCT Devices Used in Clinical Practice
Kostolna, Klaudia, Reiter, Gregor S, Frank, Sophie, Coulibaly, Leonard M, Fuchs, Philipp, Röggla, Veronika, Gumpinger, Markus, Leitner Barrios, Gabriel P, Mares, Virginia, Bogunovic, Hrvoje, Schmidt-Erfurth, Ursula
Published in Ophthalmology science (Online) (01.05.2024)
Published in Ophthalmology science (Online) (01.05.2024)
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Journal Article
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