Improving airway segmentation in computed tomography using leak detection with convolutional networks
Charbonnier, Jean-Paul, Rikxoort, Eva M. van, Setio, Arnaud A.A., Schaefer-Prokop, Cornelia M., Ginneken, Bram van, Ciompi, Francesco
Published in Medical image analysis (01.02.2017)
Published in Medical image analysis (01.02.2017)
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Journal Article
Off-the-shelf convolutional neural network features for pulmonary nodule detection in computed tomography scans
van Ginneken, Bram, Setio, Arnaud A. A., Jacobs, Colin, Ciompi, Francesco
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01.04.2015)
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Conference Proceeding
Automatic detection of large pulmonary solid nodules in thoracic CT images
Setio, Arnaud A A, Jacobs, Colin, Gelderblom, Jaap, van Ginneken, Bram
Published in Medical physics (Lancaster) (01.10.2015)
Published in Medical physics (Lancaster) (01.10.2015)
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Journal Article
Deep Learning for Malignancy Risk Estimation of Pulmonary Nodules Detected at Low-Dose Screening CT
Venkadesh, Kiran Vaidhya, Setio, Arnaud A A, Schreuder, Anton, Scholten, Ernst T, Chung, Kaman, W Wille, Mathilde M, Saghir, Zaigham, van Ginneken, Bram, Prokop, Mathias, Jacobs, Colin
Published in Radiology (01.08.2021)
Published in Radiology (01.08.2021)
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Journal Article
Robust classification from noisy labels: Integrating additional knowledge for chest radiography abnormality assessment
Gündel, Sebastian, Setio, Arnaud A.A., Ghesu, Florin C., Grbic, Sasa, Georgescu, Bogdan, Maier, Andreas, Comaniciu, Dorin
Published in Medical image analysis (01.08.2021)
Published in Medical image analysis (01.08.2021)
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Journal Article
Memory-centric accelerator design for Convolutional Neural Networks
Peemen, Maurice, Setio, Arnaud A. A., Mesman, Bart, Corporaal, Henk
Published in 2013 IEEE 31st International Conference on Computer Design (ICCD) (01.10.2013)
Published in 2013 IEEE 31st International Conference on Computer Design (ICCD) (01.10.2013)
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Conference Proceeding
Deep Learning for Lung Cancer Detection on Screening CT Scans: Results of a Large-Scale Public Competition and an Observer Study with 11 Radiologists
Jacobs, Colin, Setio, Arnaud A A, Scholten, Ernst T, Gerke, Paul K, Bhattacharya, Haimasree, M Hoesein, Firdaus A, Brink, Monique, Ranschaert, Erik, de Jong, Pim A, Silva, Mario, Geurts, Bram, Chung, Kaman, Schalekamp, Steven, Meersschaert, Joke, Devaraj, Anand, Pinsky, Paul F, Lam, Stephen C, van Ginneken, Bram, Farahani, Keyvan
Published in Radiology. Artificial intelligence (01.11.2021)
Published in Radiology. Artificial intelligence (01.11.2021)
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Journal Article
Robust Classification from Noisy Labels: Integrating Additional Knowledge for Chest Radiography Abnormality Assessment
Gündel, Sebastian, Setio, Arnaud A. A, Ghesu, Florin C, Grbic, Sasa, Georgescu, Bogdan, Maier, Andreas, Comaniciu, Dorin
Year of Publication 12.04.2021
Year of Publication 12.04.2021
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Journal Article