Dr. Francesco Ciompi Profile

Dr. Francesco Ciompi

at Radboud Univ Medical Ctr

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Author

Publications (9)

Proceedings Article | 3 April 2024 Presentation + Paper

A full pipeline to analyze lung histopathology images

Lluis Borràs Ferrís, Simon Püttmann, Niccoló Marini, Simona Vatrano, Filippo Fragetta, Alessandro Caputo, Francesco Ciompi, Manfredo Atzori, Henning Müller

Proceedings Volume 12933, 1293303 (2024) https://doi.org/10.1117/12.3006708

KEYWORDS: Education and training, Tumor growth modeling, Data modeling, Machine learning, Lung, Lung cancer, Performance modeling, Histopathology, Cancer, Tissues

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Proceedings Article | 3 April 2024 Poster + Paper

Automated classification of celiac disease in histopathological images: a multi-scale approach

Simon Püttmann, Lluis Borras Ferris, Niccoló Marini, Witali Aswolinsky, Simona Vatrano, Filippo Fragetta, Iris Nagtegaal, Chella van der Post, Francesco Ciompi, Manfredo Atzori, Christoph Friedrich, Henning Müller

Proceedings Volume 12927, 129272D (2024) https://doi.org/10.1117/12.3006669

KEYWORDS: Diseases and disorders, Data modeling, Education and training, Histopathology, Tissues, Image classification, Biopsy, Pathology, Performance modeling, Feature extraction

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Proceedings Article | 15 February 2021 Presentation + Paper

Few-shot weakly supervised detection and retrieval in histopathology whole-slide images

Mart van Rijthoven, Maschenka Balkenhol, Manfredo Atzori, Peter Bult, Jeroen van der Laak, Francesco Ciompi

Proceedings Volume 11603, 116030N (2021) https://doi.org/10.1117/12.2582132

KEYWORDS: Tissues, Colon, Breast, Pathology, Biopsy

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Proceedings Article | 15 February 2021 Presentation + Paper

Neural image compression for non-small cell lung cancer subtype classification in H&E stained whole-slide images

Witali Aswolinskiy, David Tellez, Gabriel Raya, Lieke van der Woude, Monika Looijen-Salamon, Jeroen van der Laak, Katrien Grunberg, Francesco Ciompi

Proceedings Volume 11603, 1160304 (2021) https://doi.org/10.1117/12.2581943

KEYWORDS: Image compression, Lung cancer, Image classification, Tumor growth modeling, Data modeling, Cancer, Machine learning, Databases, Convolutional neural networks, Computer programming

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Proceedings Article | 16 March 2020 Paper

A deep learning approach to assess the predominant tumor growth pattern in whole-slide images of lung adenocarcinoma

Zaneta Swiderska-Chadaj, Karolina Nurzynska, Bartlomiej Grala, Katrien Grunberg, Lieke van der Woude, Monika Looijen-Salamon, Ann Walts, Tomasz Markiewicz, Francesco Ciompi, Arkadiusz Gertych

Proceedings Volume 11320, 113200D (2020) https://doi.org/10.1117/12.2549742

KEYWORDS: Tumors, Image classification, Solids, Tissues, Lung, Pathology, Lung cancer

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Proceedings Article | 6 March 2018 Paper

H and E stain augmentation improves generalization of convolutional networks for histopathological mitosis detection

David Tellez, Maschenka Balkenhol, Nico Karssemeijer, Geert Litjens, Jeroen van der Laak, Francesco Ciompi

Proceedings Volume 10581, 105810Z (2018) https://doi.org/10.1117/12.2293048

KEYWORDS: Machine learning, Pathology, Data modeling, Breast cancer, Convolutional neural networks

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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

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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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Showing 5 of 9 publications

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