Prof. Stratis Ioannidis Profile

Prof. Stratis Ioannidis

Assistant Professor at Northeastern Univ

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Publications (2)

Proceedings Article | 13 March 2019 Presentation + Paper

Improved interpretability for computer-aided severity assessment of retinopathy of prematurity

Mara Graziani, James Brown, Vincent Andrearczyk, Veysi Yildiz, J. Peter Campbell, Deniz Erdogmus, Stratis Ioannidis, Michael Chiang, Jayashree Kalpathy-Cramer, Henning Müller

Proceedings Volume 10950, 109501R (2019) https://doi.org/10.1117/12.2512584

KEYWORDS: Visualization, Image segmentation, Feature extraction, Machine learning, Neurons, Network architectures, Diagnostics, Convolutional neural networks, Visual process modeling, Computer aided diagnosis and therapy

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Proceedings Article | 6 March 2018 Presentation + Paper

Fully automated disease severity assessment and treatment monitoring in retinopathy of prematurity using deep learning

James Brown, J. Peter Campbell, Andrew Beers, Ken Chang, Kyra Donohue, Susan Ostmo, R. V. Paul Chan, Jennifer Dy, Deniz Erdogmus, Stratis Ioannidis, Michael Chiang, Jayashree Kalpathy-Cramer

Proceedings Volume 10579, 105790Q (2018) https://doi.org/10.1117/12.2295942

KEYWORDS: Image segmentation, Visualization, Eye, Data centers, Ophthalmology, Machine learning, Convolutional neural networks, Health informatics

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