Fifty years of computer analysis in chest imaging: rule-based, machine learning, deep learning

por van Ginneken, Bram
Publicado 2017

The Potential of Artificial Intelligence to Analyze Chest Radiographs for Signs of COVID-19 Pneumonia

por van Ginneken, Bram
Publicado 2021

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

por Manniesing, Rashindra, Brune, Christoph, van Ginneken, Bram, Prokop, Mathias
Publicado 2016

Artificial intelligence for detection and characterization of pulmonary nodules in lung cancer CT screening: ready for practice?

por Schreuder, Anton, Scholten, Ernst T., van Ginneken, Bram, Jacobs, Colin
Publicado 2021

Dense regression activation maps for lesion segmentation in CT scans of COVID-19 patients

por Xie, Weiyi, Jacobs, Colin, Charbonnier, Jean-Paul, van Ginneken, Bram
Publicado 2023

Explainable emphysema detection on chest radiographs with deep learning

por Çallı, Erdi, Murphy, Keelin, Scholten, Ernst T., Schalekamp, Steven, van Ginneken, Bram
Publicado 2022

CNN-based lung CT registration with multiple anatomical constraints

por Hering, Alessa, Häger, Stephanie, Moltz, Jan, Lessmann, Nikolas, Heldmann, Stefan, van Ginneken, Bram
Publicado 2021

Emphysema subtyping on thoracic computed tomography scans using deep neural networks

por Xie, Weiyi, Jacobs, Colin, Charbonnier, Jean-Paul, Slebos, Dirk Jan, van Ginneken, Bram
Publicado 2023

Resolution-agnostic tissue segmentation in whole-slide histopathology images with convolutional neural networks

por Bándi, Péter, Balkenhol, Maschenka, van Ginneken, Bram, van der Laak, Jeroen, Litjens, Geert
Publicado 2019

Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing

por Chlebus, Grzegorz, Schenk, Andrea, Moltz, Jan Hendrik, van Ginneken, Bram, Hahn, Horst Karl, Meine, Hans
Publicado 2018

iW-Net: an automatic and minimalistic interactive lung nodule segmentation deep network

por Aresta, Guilherme, Jacobs, Colin, Araújo, Teresa, Cunha, António, Ramos, Isabel, van Ginneken, Bram, Campilho, Aurélio
Publicado 2019

Automated estimation of total lung volume using chest radiographs and deep learning

por Sogancioglu, Ecem, Murphy, Keelin, Th.Scholten, Ernst, Boulogne, Luuk H., Prokop, Mathias, van Ginneken, Bram
Publicado 2022

Automated measurement of fetal head circumference using 2D ultrasound images

por van den Heuvel, Thomas L. A., de Bruijn, Dagmar, de Korte, Chris L., van Ginneken, Bram
Publicado 2018

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

por Schreuder, Anton, Jacobs, Colin, Gallardo-Estrella, Leticia, Prokop, Mathias, Schaefer-Prokop, Cornelia M., van Ginneken, Bram
Publicado 2019

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

por Chlebus, Grzegorz, Meine, Hans, Thoduka, Smita, Abolmaali, Nasreddin, van Ginneken, Bram, Hahn, Horst Karl, Schenk, Andrea
Publicado 2019

Computer-aided detection of pulmonary nodules: a comparative study using the public LIDC/IDRI database

por Jacobs, Colin, van Rikxoort, Eva M., Murphy, Keelin, Prokop, Mathias, Schaefer-Prokop, Cornelia M., van Ginneken, Bram
Publicado 2015

Artificial intelligence in radiology: 100 commercially available products and their scientific evidence

por van Leeuwen, Kicky G., Schalekamp, Steven, Rutten, Matthieu J. C. M., van Ginneken, Bram, de Rooij, Maarten
Publicado 2021

Deep learning with robustness to missing data: A novel approach to the detection of COVID-19

por Çallı, Erdi, Murphy, Keelin, Kurstjens, Steef, Samson, Tijs, Herpers, Robert, Smits, Henk, Rutten, Matthieu, van Ginneken, Bram
Publicado 2021

How does artificial intelligence in radiology improve efficiency and health outcomes?

por van Leeuwen, Kicky G., de Rooij, Maarten, Schalekamp, Steven, van Ginneken, Bram, Rutten, Matthieu J. C. M.
Publicado 2021

Trends in the incidence of pulmonary nodules in chest computed tomography: 10-year results from two Dutch hospitals

por Hendrix, Ward, Rutten, Matthieu, Hendrix, Nils, van Ginneken, Bram, Schaefer-Prokop, Cornelia, Scholten, Ernst T., Prokop, Mathias, Jacobs, Colin
Publicado 2023