Mr. Julius Scherer Profile

Julius Scherer

at Medizinische Univ Wien

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Author

Publications (3)

Proceedings Article | 11 August 2023 Paper

Stable detection of diabetic lesions in widefield optical coherence tomography angiography en face images using a multiple instance learning binary classifier

P. Matten, J. Scherer, T. Schlegl, J. Nienhaus, H. Stino, A. Pollreisz, B. Lee, W. Drexler, R. Leitgeb, T. Schmoll

Proceedings Volume 12632, 126321M (2023) https://doi.org/10.1117/12.2670592

KEYWORDS: Optical coherence tomography, Image classification, Binary data, Angiography, Visualization, Terrain classification, Resistance, Reliability, Optical coherence, Neural networks

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Proceedings Article | 5 April 2023 Poster + Paper

Stable classification of diabetic structures from incorrectly labeled OCTA en face images using multi instance learning

Philipp Matten, Julius Scherer, Thomas Schlegl, Jonas Nienhaus, Heiko Stino, Andreas Pollreisz, Wolfgang Drexler, Rainer Leitgeb, Tilman Schmoll

Proceedings Volume 12464, 124641P (2023) https://doi.org/10.1117/12.2652891

KEYWORDS: Machine learning, Image classification, Optical coherence tomography, Image processing, Visualization, Image quality, Ophthalmology, Network architectures

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Proceedings Article | 8 March 2023 Presentation + Paper

Stable classification of diabetic structures from incorrectly labeled optical coherence tomography angiography en face images using multi instance learning

Philipp Matten, Julius Scherer, Thomas Schlegl, Jonas Nienhaus, Heiko Stino, Andreas Pollreisz, Wolfgang Drexler, Rainer Leitgeb, Tilman Schmoll

Proceedings Volume 12367, 123670S (2023) https://doi.org/10.1117/12.2652540

KEYWORDS: Machine learning, Image classification, Optical coherence tomography, Education and training, Angiography, Binary data, Visible radiation, Ophthalmology, Image segmentation

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