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Alexander Urich
Alexander Urich
Carl Zeiss AG
Artificial intelligence
Computer science
Disease
Machine learning
Biology
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Improving OCT B-Scan classification feature attribution maps with adversarial training
2021
Investigative Ophthalmology & Visual Science
Nathalia Spier
Ghazal Ghazaei
Alexander Urich
Eva Hoeck
Gary C Lee
Niranchana Manivannan
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Evaluation of Federated Learning for OCT B-scan classification
2021
Investigative Ophthalmology & Visual Science
Robin Hirt
Christian Kungel
Caroline Dieterich
Gary C Lee
Dominik M Fischer
Niranchana Manivannan
Aditya Nair
Hugang Ren
Sophia Yu
Alexander Urich
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Abnormality prediction from fundus images using Deep Learning and large amounts of data
2019
Investigative Ophthalmology & Visual Science
Krunalkumar Ramanbhai Patel
Alexander Freytag
Keyur Ranipa
Nathalia Spier
Alexander Urich
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Disease prediction from thickness maps derived from OCT scans using Machine Learning and only a handful of data
2018
Investigative Ophthalmology & Visual Science
Alexander Urich
Keyur Ranipa
Krunalkumar Ramanbhai Patel
Mary K. Durbin
Christian Wojek
Alexander Freytag
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