Dr. Colin Jacobs Profile

Dr. Colin Jacobs

at Radboud Univ Medical Ctr

SPIE Involvement:

Author

Publications (5)

Proceedings Article | 16 March 2020 Presentation + Paper

Feasibility of end-to-end trainable two-stage U-Net for detection of axillary lymph nodes in contrast-enhanced CT based on sparse annotations

Hidir Cem Altun, Grzegorz Chlebus, Colin Jacobs, Hans Meine, Bram van Ginneken, Horst Hahn

Proceedings Volume 11314, 113141C (2020) https://doi.org/10.1117/12.2551331

KEYWORDS: Lymphatic system, CAD systems, Computed tomography, Image segmentation, Computer-aided diagnosis, Convolutional neural networks

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Proceedings Article | 3 March 2017 Presentation + Paper

Organ detection in thorax abdomen CT using multi-label convolutional neural networks

Gabriel Efrain Humpire Mamani, Arnaud Arindra Adiyoso Setio, Bram van Ginneken, Colin Jacobs

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

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Proceedings Article | 20 March 2015 Paper

Automatic detection of spiculation of pulmonary nodules in computed tomography images

F. Ciompi, C. Jacobs, E. Scholten, S. van Riel, M. W. Wille, M. Prokop, B. van Ginneken

Proceedings Volume 9414, 941409 (2015) https://doi.org/10.1117/12.2081426

KEYWORDS: Lung cancer, Computed tomography, Spherical lenses, Optical spheres, Machine learning, Computer aided design, CAD systems, Fourier transforms, Computer programming, Visualization

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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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Proceedings Article | 18 March 2014 Paper

Automated detection and quantification of micronodules in thoracic CT scans to identify subjects at risk for silicosis

C. Jacobs, S.H.T. Opdam, E. van Rikxoort, O. Mets, J. Rooyackers, P. de Jong, M. Prokop, B. van Ginneken

Proceedings Volume 9035, 90351I (2014) https://doi.org/10.1117/12.2043536

KEYWORDS: Computed tomography, CAD systems, Computer aided diagnosis and therapy, Lung, Databases, Current controlled current source, Computer aided design, Radiology, Silica, Lung cancer

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