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Arnaud Arindra Adiyoso Setio
at Radboud Univ Nijmegen Medical Ctr
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Publications (3)
Proceedings Article | 3 March 2017 Presentation + Paper
Organ detection in thorax abdomen CT using multi-label convolutional neural networks
Proceedings Volume 10134, 1013416 (2017) https://doi.org/10.1117/12.2254349
KEYWORDS: Convolutional neural networks, Computing systems, Neural networks, Computed tomography, Lung, Kidney, Spleen, Liver, Abdomen, Network architectures, Convolution, Machine learning
Proceedings Article | 24 March 2016 Paper
Deep convolutional neural networks for automatic coronary calcium scoring in a screening study with low-dose chest CT
Nikolas Lessmann, Ivana Išgum, Arnaud A. Setio, Bob de Vos, Francesco Ciompi, Pim de Jong, Matthjis Oudkerk, Willem P. Th. Mali, Max Viergever, Bram van Ginneken
Proceedings Volume 9785, 978511 (2016) https://doi.org/10.1117/12.2216978
KEYWORDS: Arteries, Neural networks, Convolutional neural networks, Calcium, Chest, Computed tomography, Lung cancer, Heart, Convolution, Chemical vapor deposition
Proceedings Article | 20 March 2015 Paper
Computer-aided detection of lung cancer: combining pulmonary nodule detection systems with a tumor risk prediction model
Arnaud Setio, Colin Jacobs, Francesco Ciompi, Sarah van Riel, Mathilde Winkler Wille, Asger Dirksen, Eva van Rikxoort, Bram van Ginneken
Proceedings Volume 9414, 94141O (2015) https://doi.org/10.1117/12.2080955
KEYWORDS: CAD systems, Lung cancer, Tumor growth modeling, Solid modeling, Computer aided diagnosis and therapy, Systems modeling, Computed tomography, Computer aided design, Cancer
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