Dr. Satu I. Inkinen Profile

Dr. Satu I. Inkinen

at Univ of Oulu

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Author

Publications (3)

Proceedings Article | 4 April 2022 Poster + Paper

Evaluation of different convolutional neural network encoder-decoder architectures for breast mass segmentation

Antti Isosalo, Henrik Mustonen, Topi Turunen, Pieta Ipatti, Jarmo Reponen, Miika Nieminen, Satu Inkinen

Proceedings Volume 12037, 120370W (2022) https://doi.org/10.1117/12.2628190

KEYWORDS: Image segmentation, Mammography, Breast, Breast cancer, Convolutional neural networks, Machine learning, Machine vision

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SPIE Journal Paper | 10 March 2021 Open Access

Optimizing iterative reconstruction for quantification of calcium hydroxyapatite with photon counting flat-detector computed tomography: a cardiac phantom study

Mikael A. Juntunen, Antti Kotiaho, Miika Nieminen, Satu Inkinen

JMI, Vol. 8, Issue 05, 052102, (March 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.5.052102

KEYWORDS: Infrared imaging, Calcium, Modulation transfer functions, Image quality, Computed tomography, Infrared radiation, Photon counting, Visualization, Computer aided design, Reconstruction algorithms

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Deep learning-based sinogram extension method for interior computed tomography

Juuso H. Ketola, Helinä Heino, Mikael A. Juntunen, Miika Nieminen, Satu Inkinen

Proceedings Volume 11595, 115953Q (2021) https://doi.org/10.1117/12.2580886

KEYWORDS: Computed tomography, X-ray computed tomography, Printed circuit board testing, Tomography, Medical imaging, Medical diagnostics, Image quality, Convolutional neural networks, Angiography

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