Robust total retina thickness segmentation in optical coherence tomography images using convolutional neural networks

We developed a fully automated system using a convolutional neural network (CNN) for total retina segmentation in optical coherence tomography (OCT) that is robust to the presence of severe retinal pathology. A generalized U-net network architecture was introduced to include the large context needed...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:Biomed Opt Express
Egile Nagusiak: Venhuizen, Freerk G., van Ginneken, Bram, Liefers, Bart, van Grinsven, Mark J.J.P., Fauser, Sascha, Hoyng, Carel, Theelen, Thomas, Sánchez, Clara I.
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Optical Society of America 2017
Gaiak:
Article
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC5508829/
https://ncbi.nlm.nih.gov/pubmed/28717568
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.8.003292
Etiketak: Etiketa erantsi
Etiketarik gabe, Izan zaitez lehena erregistro honi etiketa jartzen!

Antzeko izenburuak