Real-Life Artificial Intelligence Applications by Bram van Ginneken

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A 4D CT digital phantom of an individual human brain for perfusion analysis by Rashindra Manniesing, Christoph Brune, Bram van Ginneken, Mathias Prokop

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Full resolution reconstruction of whole-mount sections from digitized individual tissue fragments by Daan Schouten, Jeroen van der Laak, Bram van Ginneken, Geert Litjens

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Explainable emphysema detection on chest radiographs with deep learning. by Erdi Çallı, Keelin Murphy, Ernst T Scholten, Steven Schalekamp, Bram van Ginneken

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Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification by Ecem Sogancioglu, Keelin Murphy, Erdi Calli, Ernst T. Scholten, Steven Schalekamp, Bram Van Ginneken

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Emphysema subtyping on thoracic computed tomography scans using deep neural networks by Weiyi Xie, Colin Jacobs, Jean-Paul Charbonnier, Dirk Jan Slebos, Bram van Ginneken

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Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks by Péter Bándi, Maschenka Balkenhol, Bram van Ginneken, Jeroen van der Laak, Geert Litjens

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Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances. by Anton Schreuder, Colin Jacobs, Leticia Gallardo-Estrella, Mathias Prokop, Cornelia M Schaefer-Prokop, Bram van Ginneken

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Automated measurement of fetal head circumference using 2D ultrasound images. by Thomas L A van den Heuvel, Dagmar de Bruijn, Chris L de Korte, Bram van Ginneken

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Deep learning with robustness to missing data: A novel approach to the detection of COVID-19. by Erdi Çallı, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Henk Smits, Matthieu Rutten, Bram van Ginneken

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Detection of mandibular fractures on panoramic radiographs using deep learning by Shankeeth Vinayahalingam, Niels van Nistelrooij, Bram van Ginneken, Keno Bressem, Daniel Tröltzsch, Max Heiland, Tabea Flügge, Robert Gaudin

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Association between the number and size of intrapulmonary lymph nodes and chronic obstructive pulmonary disease severity by Anton Schreuder, Colin Jacobs, Ernst T. Scholten, Mathias Prokop, Bram van Ginneken, David A. Lynch, Cornelia M. Schaefer-Prokop, COPDGene Investigators

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Visual discrimination of screen-detected persistent from transient subsolid nodules: An observer study. by Kaman Chung, Francesco Ciompi, Ernst T Scholten, Jin Mo Goo, Mathias Prokop, Colin Jacobs, Bram van Ginneken, Cornelia M Schaefer-Prokop

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Intra-oral scan segmentation using deep learning by Shankeeth Vinayahalingam, Steven Kempers, Julian Schoep, Tzu-Ming Harry Hsu, David Anssari Moin, Bram van Ginneken, Tabea Flügge, Marcel Hanisch, Tong Xi

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Predicting biochemical recurrence of prostate cancer with artificial intelligence by Hans Pinckaers, Jolique van Ipenburg, Jonathan Melamed, Angelo De Marzo, Elizabeth A. Platz, Bram van Ginneken, Jeroen van der Laak, Geert Litjens

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Normalized emphysema scores on low dose CT: Validation as an imaging biomarker for mortality. by Leticia Gallardo-Estrella, Esther Pompe, Pim A de Jong, Colin Jacobs, Eva M van Rikxoort, Mathias Prokop, Clara I Sánchez, Bram van Ginneken

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Combining public datasets for automated tooth assessment in panoramic radiographs by Niels van Nistelrooij, Khalid El Ghoul, Tong Xi, Anindo Saha, Steven Kempers, Max Cenci, Bas Loomans, Tabea Flügge, Bram van Ginneken, Shankeeth Vinayahalingam

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Deep multi-scale location-aware 3D convolutional neural networks for automated detection of lacunes of presumed vascular origin by Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Mayra Bergkamp, Joost Wissink, Jiri Obels, Karlijn Keizer, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel

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CT air trapping is independently associated with lung function reduction over time. by Onno M Mets, Pim A de Jong, Bram van Ginneken, Cas L J J Kruitwagen, Mathias Prokop, Matthijs Oudkerk, Jan-Willem J Lammers, Pieter Zanen

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White Matter and Gray Matter Segmentation in 4D Computed Tomography by Rashindra Manniesing, Marcel T. H. Oei, Luuk J. Oostveen, Jaime Melendez, Ewoud J. Smit, Bram Platel, Clara I. Sánchez, Frederick J. A. Meijer, Mathias Prokop, Bram van Ginneken

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