Real-Life Artificial Intelligence Applications

by Bram van Ginneken
Published 2018-11-01

A 4D CT digital phantom of an individual human brain for perfusion analysis

by Rashindra Manniesing, Christoph Brune, Bram van Ginneken, Mathias Prokop
Published 2016-11-01

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
Published 2019-12-01

Cardiomegaly Detection on Chest Radiographs: Segmentation Versus Classification

by Ecem Sogancioglu, Keelin Murphy, Erdi Calli, Ernst T. Scholten, Steven Schalekamp, Bram Van Ginneken
Published 2020-01-01

Image Level Training and Prediction: Intracranial Hemorrhage Identification in 3D Non-Contrast CT

by Ajay Patel, Sil. C. van de Leemput, Mathias Prokop, Bram Van Ginneken, Rashindra Manniesing
Published 2019-01-01

Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections.

by Grzegorz Chlebus, Hans Meine, Smita Thoduka, Nasreddin Abolmaali, Bram van Ginneken, Horst Karl Hahn, Andrea Schenk
Published 2019-01-01

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
Published 2019-01-01

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
Published 2018-01-01

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
Published 2021-01-01

Multiclass Brain Tissue Segmentation in 4D CT Using Convolutional Neural Networks

by Sil C. Van De Leemput, Midas Meijs, Ajay Patel, Frederick J. A. Meijer, Bram Van Ginneken, Rashindra Manniesing
Published 2019-01-01

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
Published 2020-07-01

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
Published 2018-01-01

The sensitivity and specificity of using a computer aided diagnosis program for automatically scoring chest X-rays of presumptive TB patients compared with Xpert MTB/RIF in Lusaka...

by Monde Muyoyeta, Pragnya Maduskar, Maureen Moyo, Nkatya Kasese, Deborah Milimo, Rosanna Spooner, Nathan Kapata, Laurens Hogeweg, Bram van Ginneken, Helen Ayles
Published 2014-01-01

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
Published 2017-01-01

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
Published 2013-01-01

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
Published 2017-01-01

Location Sensitive Deep Convolutional Neural Networks for Segmentation of White Matter Hyperintensities

by Mohsen Ghafoorian, Nico Karssemeijer, Tom Heskes, Inge W. M. van Uden, Clara I. Sanchez, Geert Litjens, Frank-Erik de Leeuw, Bram van Ginneken, Elena Marchiori, Bram Platel
Published 2017-07-01

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
Published 2017-03-01

Cost-effectiveness of artificial intelligence aided vessel occlusion detection in acute stroke: an early health technology assessment

by Kicky G. van Leeuwen, Frederick J. A. Meijer, Steven Schalekamp, Matthieu J. C. M. Rutten, Ewoud J. van Dijk, Bram van Ginneken, Tim M. Govers, Maarten de Rooij
Published 2021-09-01

Diagnostic accuracy of computer-aided detection of pulmonary tuberculosis in chest radiographs: a validation study from sub-Saharan Africa.

by Marianne Breuninger, Bram van Ginneken, Rick H H M Philipsen, Francis Mhimbira, Jerry J Hella, Fred Lwilla, Jan van den Hombergh, Amanda Ross, Levan Jugheli, Dirk Wagner, Klaus Reither
Published 2014-01-01