Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning.

Annegreet van Opbroek

Annegreet van Opbroek Hakim C. Achterberg Meike W. Vernooij Marleen de Bruijne Transfer Learning for Image Segmentation by Combining Image Weighting and Kernel Learning. 213-224 2019 38 IEEE Trans. Medical Imaging 1 https://doi.org/10.1109/TMI.2018.2859478 https://www.wikidata.org/entity/Q90491120 db/journals/tmi/tmi38.html#OpbroekAVB19

Veronika Cheplygina Annegreet van Opbroek Mohammad Arfan Ikram Meike W. Vernooij Marleen de Bruijne Transfer Learning by Asymmetric Image Weighting for Segmentation across Scanners. 2017 abs/1703.04981 CoRR http://arxiv.org/abs/1703.04981 db/journals/corr/corr1703.html#CheplyginaOIVB17

Veronika Cheplygina Annegreet van Opbroek Mohammad Arfan Ikram Meike W. Vernooij Marleen de Bruijne Asymmetric similarity-weighted ensembles for image segmentation. 273-277 2016 ISBI https://doi.org/10.1109/ISBI.2016.7493262 https://www.wikidata.org/entity/Q62007946 conf/isbi/2016 db/conf/isbi/isbi2016.html#CheplyginaOIVB16

Adriënne M. Mendrik Koen L. Vincken Hugo J. Kuijf Marcel Breeuwer Willem H. Bouvy Jeroen de Bresser Amir Alansary Marleen de Bruijne Aaron Carass Ayman El-Baz Amod Jog Ranveer Katyal Ali R. Khan Fedde van der Lijn Qaiser Mahmood Ryan Mukherjee Annegreet van Opbroek Sahil Paneri Sérgio Pereira Mikael Persson Martin Rajchl Duygu Sarikaya Örjan Smedby Carlos A. Silva 0002 Henri A. Vrooman Saurabh Vyas Chunliang Wang Liang Zhao 0018 Geert Jan Biessels Max A. Viergever MRBrainS Challenge: Online Evaluation Framework for Brain Image Segmentation in 3T MRI Scans. 813696:1-813696:16 2015 2015 Comput. Intell. Neurosci. https://doi.org/10.1155/2015/813696 https://www.wikidata.org/entity/Q36374500 db/journals/cin/cin2015.html#MendrikVKBBBABC15

Annegreet van Opbroek Meike W. Vernooij Mohammad Arfan Ikram Marleen de Bruijne Weighting training images by maximizing distribution similarity for supervised segmentation across scanners. 245-254 2015 24 Medical Image Anal. 1 https://doi.org/10.1016/j.media.2015.06.010 https://www.wikidata.org/entity/Q40696084 db/journals/mia/mia24.html#OpbroekVIB15

Annegreet van Opbroek Mohammad Arfan Ikram Meike W. Vernooij Marleen de Bruijne Transfer Learning Improves Supervised Image Segmentation Across Imaging Protocols. 1018-1030 2015 34 IEEE Trans. Medical Imaging 5 https://doi.org/10.1109/TMI.2014.2366792 https://www.wikidata.org/entity/Q48463983 db/journals/tmi/tmi34.html#OpbroekIVB15

Arna van Engelen Anouk C. van Dijk Martine T. B. Truijman Ronald van't Klooster Annegreet van Opbroek Aad van der Lugt Wiro J. Niessen M. Eline Kooi Marleen de Bruijne Multi-Center MRI Carotid Plaque Component Segmentation Using Feature Normalization and Transfer Learning. 1294-1305 2015 34 IEEE Trans. Medical Imaging 6 https://doi.org/10.1109/TMI.2014.2384733 https://www.wikidata.org/entity/Q41658886 db/journals/tmi/tmi34.html#EngelenDTKOLNKB15

Annegreet van Opbroek Hakim C. Achterberg Marleen de Bruijne Feature-Space Transformation Improves Supervised Segmentation Across Scanners. 85-93 2015 MLMMI@ICML https://doi.org/10.1007/978-3-319-27929-9_9 https://www.wikidata.org/entity/Q57604824 conf/icml/2015mlmmi db/conf/icml/mlmmi2015.html#OpbroekAB15 Annegreet van Opbroek Mohammad Arfan Ikram Meike W. Vernooij Marleen de Bruijne A Transfer-Learning Approach to Image Segmentation Across Scanners by Maximizing Distribution Similarity. 49-56 2013 MLMI https://doi.org/10.1007/978-3-319-02267-3_7 https://www.wikidata.org/entity/Q57604931 conf/miccai/2013mlmi db/conf/miccai/mlmi2013.html#OpbroekIVB13 Annegreet van Opbroek Mohammad Arfan Ikram Meike W. Vernooij Marleen de Bruijne Supervised Image Segmentation across Scanner Protocols: A Transfer Learning Approach. 160-167 2012 MLMI https://doi.org/10.1007/978-3-642-35428-1_20 https://www.wikidata.org/entity/Q57605071 conf/miccai/2012mlmi db/conf/miccai/mlmi2012.html#OpbroekIVB12 Hakim C. Achterberg Amir Alansary Geert Jan Biessels Willem H. Bouvy Marcel Breeuwer Jeroen de Bresser Marleen de Bruijne Aaron Carass Veronika Cheplygina Anouk C. van Dijk Ayman El-Baz Arna van Engelen Mohammad Arfan Ikram Amod Jog Ranveer Katyal Ali R. Khan Ronald van't Klooster M. Eline Kooi Hugo J. Kuijf Fedde van der Lijn Aad van der Lugt Qaiser Mahmood Adriënne MendrikAdriënne M. Mendrik Ryan Mukherjee Wiro J. Niessen Sahil Paneri Sérgio Pereira Mikael Persson Martin Rajchl Duygu Sarikaya Carlos A. Silva 0002 Örjan Smedby Martine T. B. Truijman Meike W. Vernooij Max A. Viergever Koen L. Vincken Henri A. Vrooman Saurabh Vyas Chunliang Wang Liang Zhao 0018