Mr. Dimitrios S. Gotsis Profile

Dimitrios S. Gotsis

at Univ of Illinois

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Publications (2)

Proceedings Article | 3 April 2023 Poster + Paper

Evaluating generative stochastic image models using task-based image quality measures

Varun Kelkar, Dimitrios Gotsis, Rucha Deshpande, Frank Brooks, Prabhat K. C., Kyle Myers, Rongping Zeng, Mark Anastasio

Proceedings Volume 12467, 1246717 (2023) https://doi.org/10.1117/12.2654590

KEYWORDS: Signal detection, Image quality, Data modeling, Stochastic processes, Medical imaging, Medical statistics, Mammography, Image analysis, Realistic image synthesis

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Proceedings Article | 4 April 2022 Presentation + Paper

Evaluating procedures for establishing generative adversarial network-based stochastic image models in medical imaging

Varun Kelkar, Dimitrios Gotsis, Frank Brooks, Rongping Zeng, Prabhat K.C., Kyle Myers, Mark Anastasio

Proceedings Volume 12035, 120350O (2022) https://doi.org/10.1117/12.2612893

KEYWORDS: Machine learning, Medical imaging, Aneurysms, Computer simulations, Data modeling, Stochastic processes, Angiography, Visualization, Visual process modeling, Systems modeling

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