RETOUCH: The Retinal OCT Fluid Detection and Segmentation Benchmark and Challenge

Retinal swelling due to the accumulation of fluid is associated with the most vision-threatening retinal diseases. Optical coherence tomography (OCT) is the current standard of care in assessing the presence and quantity of retinal fluid and image-guided treatment management. Deep learning methods h...

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Veröffentlicht in:	IEEE transactions on medical imaging 2019-08, Vol.38 (8), p.1858-1874
Hauptverfasser:	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
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Automation Benchmark testing Benchmarks Biomedical imaging Databases, Factual Diseases Evaluation Fluids Humans Image acquisition Image analysis image classification Image Interpretation, Computer-Assisted - methods Image processing Image segmentation Machine learning Medical imaging Optical Coherence Tomography Retina Retina - diagnostic imaging Retinal Diseases - diagnostic imaging Tomography, Optical Coherence - methods
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