Dr. Aristeidis Sotiras
at Mallinckrodt Institute of Radiology
SPIE Involvement:
Author
Publications (11)

Proceedings Article | 10 April 2023 Poster + Paper
Jin Yang, Daniel Marcus, Aristeidis Sotiras
Proceedings Volume 12465, 124651R (2023) https://doi.org/10.1117/12.2651702
KEYWORDS: Convolution, Image segmentation, Pancreas, Computed tomography, Medical imaging, Feature extraction, Multiscale representation, Deep learning, Convolutional neural networks

Proceedings Article | 10 April 2023 Presentation + Paper
Pan Xiao, Xiaobing Yu, Aaron Mintz, Jieqi Wang, Mahati Mokkarala, Vamsi Narra, Daniel Marcus, Andrew Bierhals, Aristeidis Sotiras
Proceedings Volume 12469, 124690P (2023) https://doi.org/10.1117/12.2651950
KEYWORDS: Radiology, Education and training, Data modeling, Machine learning, Performance modeling, Deep learning, Neural networks, Statistical modeling, Random forests, Visual process modeling

Proceedings Article | 10 April 2023 Presentation + Paper
Proceedings Volume 12469, 124690N (2023) https://doi.org/10.1117/12.2647656
KEYWORDS: Tumors, Image segmentation, Neurooncology, Magnetic resonance imaging, Artificial intelligence, Image classification, Deep learning

Proceedings Article | 7 April 2023 Presentation + Paper
Soumyendu Sekhar Ghosh, Rajat Dhar, Daniel Marcus, Aristeidis Sotiras
Proceedings Volume 12465, 124650X (2023) https://doi.org/10.1117/12.2654464
KEYWORDS: Image restoration, Quality control, Computed tomography, Head, Deep learning, Data modeling, Image quality, Cross validation, Neural networks

Proceedings Article | 7 April 2023 Presentation + Paper
Proceedings Volume 12465, 1246503 (2023) https://doi.org/10.1117/12.2654369
KEYWORDS: Brain, Brain diseases, Magnetic resonance imaging, Neuroimaging, Modeling, Cognitive modeling, Cognition, Alzheimer disease, Alzheimer's disease

Showing 5 of 11 publications
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