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ORCIDLaurens Hogeweg
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2020 – today
- 2024
[c11]Laurens E. Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, Ludo Cornelissen, Jacob W. Kamminga:
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification. CVPR Workshops 2024: 3971-3980- [i5]Laurens E. Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, Ludo Cornelissen, Jacob W. Kamminga:
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification. CoRR abs/2403.06874 (2024) - 2021
- [j5]Gerda Bortsova
, Cristina González-Gonzalo, Suzanne C. Wetstein, Florian Dubost, Ioannis Katramados, Laurens Hogeweg, Bart Liefers, Bram van Ginneken, Josien P. W. Pluim, Mitko Veta, Clara I. Sánchez, Marleen de Bruijne:
Adversarial attack vulnerability of medical image analysis systems: Unexplored factors. Medical Image Anal. 73: 102141 (2021) - [i4]Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne:
Adversarial Heart Attack: Neural Networks Fooled to Segment Heart Symbols in Chest X-Ray Images. CoRR abs/2104.00139 (2021) - 2020
- [i3]Suzanne C. Wetstein, Cristina González-Gonzalo, Gerda Bortsova, Bart Liefers, Florian Dubost, Ioannis Katramados, Laurens Hogeweg, Bram van Ginneken, Josien P. W. Pluim, Marleen de Bruijne, Clara I. Sánchez, Mitko Veta:
Adversarial Attack Vulnerability of Medical Image Analysis Systems: Unexplored Factors. CoRR abs/2006.06356 (2020)
2010 – 2019
- 2019
- [c10]Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne:
Semi-supervised Medical Image Segmentation via Learning Consistency Under Transformations. MICCAI (6) 2019: 810-818 - [i2]Gerda Bortsova, Florian Dubost, Laurens Hogeweg, Ioannis Katramados, Marleen de Bruijne:
Semi-Supervised Medical Image Segmentation via Learning Consistency under Transformations. CoRR abs/1911.01218 (2019) - 2018
- [c9]Gerda Bortsova, Florian Dubost, Silas N. Ørting, Ioannis Katramados, Laurens Hogeweg, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne:
Deep Learning from Label Proportions for Emphysema Quantification. MICCAI (2) 2018: 768-776 - [i1]Gerda Bortsova, Florian Dubost, Silas N. Ørting, Ioannis Katramados, Laurens Hogeweg, Laura H. Thomsen, Mathilde M. W. Wille, Marleen de Bruijne:
Deep Learning from Label Proportions for Emphysema Quantification. CoRR abs/1807.08601 (2018) - 2015
- [j4]Rick H. H. M. Philipsen, Pragnya Maduskar, Laurens Hogeweg, Jaime Melendez, Clara I. Sánchez, Bram van Ginneken:
Localized Energy-Based Normalization of Medical Images: Application to Chest Radiography. IEEE Trans. Medical Imaging 34(9): 1965-1975 (2015) - [j3]Laurens Hogeweg, Clara I. Sánchez, Pragnya Maduskar, Rick H. H. M. Philipsen, Alistair Story, Rodney Dawson, Grant Theron, Keertan Dheda, Liesbeth Peters-Bax, Bram van Ginneken:
Automatic Detection of Tuberculosis in Chest Radiographs Using a Combination of Textural, Focal, and Shape Abnormality Analysis. IEEE Trans. Medical Imaging 34(12): 2429-2442 (2015) - 2014
- [c8]S. P. Rabbani, Pragnya Maduskar, Rick H. H. M. Philipsen, Laurens Hogeweg, Bram van Ginneken:
Effect of image variation on computer-aided detection systems. Medical Imaging: Computer-Aided Diagnosis 2014: 90352H - 2013
- [j2]Laurens Hogeweg, Clara I. Sánchez, Bram van Ginneken:
Suppression of Translucent Elongated Structures: Applications in Chest Radiography. IEEE Trans. Medical Imaging 32(11): 2099-2113 (2013) - [c7]Pragnya Maduskar, Laurens Hogeweg, Rick Philipsen, Steven Schalekamp, Bram van Ginneken:
Improved texture analysis for automatic detection of tuberculosis (TB) on chest radiographs with bone suppression images. Medical Imaging: Computer-Aided Diagnosis 2013: 86700H - [c6]Rick H. H. M. Philipsen, Pragnya Maduskar, Laurens Hogeweg, Bram van Ginneken:
Normalization of chest radiographs. Medical Imaging: Computer-Aided Diagnosis 2013: 86700G - [c5]Pragnya Maduskar, Laurens Hogeweg, Rick Philipsen, Bram van Ginneken:
Automated localization of costophrenic recesses and costophrenic angle measurement on frontal chest radiographs. Medical Imaging: Computer-Aided Diagnosis 2013: 867038 - 2012
- [j1]Laurens Hogeweg, Clara I. Sánchez, Pim A. de Jong, Pragnya Maduskar, Bram van Ginneken:
Clavicle segmentation in chest radiographs. Medical Image Anal. 16(8): 1490-1502 (2012) - 2010
- [c4]Laurens E. Hogeweg, Christian Mol, Pim A. de Jong, Bram van Ginneken:
Rib suppression in chest radiographs to improve classification of textural abnormalities. Medical Imaging: Computer-Aided Diagnosis 2010: 76240Y - [c3]Geert J. S. Litjens, Laurens Hogeweg, Arnold M. R. Schilham, Pim A. de Jong, Max A. Viergever, Bram van Ginneken:
Simulation of Nodules and Diffuse Infiltrates in Chest Radiographs Using CT Templates. MICCAI (2) 2010: 396-403 - [c2]Laurens Hogeweg, Christian Mol, Pim A. de Jong, Rodney Dawson, Helen Ayles, Bram van Ginneken:
Fusion of Local and Global Detection Systems to Detect Tuberculosis in Chest Radiographs. MICCAI (3) 2010: 650-657
2000 – 2009
- 2009
- [c1]Yulia Arzhaeva, Laurens Hogeweg, Pim A. de Jong, Max A. Viergever, Bram van Ginneken:
Global and Local Multi-valued Dissimilarity-Based Classification: Application to Computer-Aided Detection of Tuberculosis. MICCAI (1) 2009: 724-731
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