Prof. Uwe Kruger Profile

Prof. Uwe Kruger

at Rensselaer Polytechnic Institute

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Author

Publications (4)

Proceedings Article | 12 March 2024 Presentation + Paper

Organelle-based breast cancer cell classification with deep learning and visual explanations

Harrison Yee, Kailie Matteson, Joshua Goldwag, John Lamar, Margarida Barroso, Xavier Intes, Uwe Kruger

Proceedings Volume 12846, 1284604 (2024) https://doi.org/10.1117/12.3002655

KEYWORDS: Image classification, Breast cancer, Deep learning, Feature extraction, Cancer, Visualization, Confocal microscopy

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SPIE Journal Paper | 23 April 2022 Open Access

Deep learning-based motion artifact removal in functional near-infrared spectroscopy

Yuanyuan Gao, Hanqing Chao, Lora Cavuoto, Pingkun Yan, Uwe Kruger, Jack Norfleet, Basiel Makled, Steven Schwaitzberg, Suvranu De, Xavier Intes

NPh, Vol. 9, Issue 04, 041406, (April 2022) https://doi.org/10.1117/12.10.1117/1.NPh.9.4.041406

KEYWORDS: Data modeling, Motion models, Principal component analysis, Autoregressive models, Wavelets, Near infrared spectroscopy, Performance modeling, Denoising, Computer simulations, Amplifiers

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Proceedings Article | 10 September 2019 Paper

Low-dose CT simulation with a generative adversarial network

Hongming Shan, Xun Jia, Klaus Mueller, Uwe Kruger, Ge Wang

Proceedings Volume 11113, 111131F (2019) https://doi.org/10.1117/12.2529698

KEYWORDS: X-ray computed tomography, Computed tomography, Denoising, Gallium nitride, Computer programming, Data modeling, Computer simulations, Neural networks, Medical imaging, Germanium

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Proceedings Article | 28 May 2019 Paper

A novel transfer learning framework for low-dose CT

Hongming Shan, Uwe Kruger, Ge Wang

Proceedings Volume 11072, 110722Y (2019) https://doi.org/10.1117/12.2534848

KEYWORDS: Denoising, Computed tomography, Neural networks, Image processing, Machine learning, Medical image reconstruction

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