A comparison of random forest and its Gini importance with standard chemometric methods for the feature selection and classification of spectral data
Menze, Bjoern H, Kelm, B Michael, Masuch, Ralf, Himmelreich, Uwe, Bachert, Peter, Petrich, Wolfgang, Hamprecht, Fred A
Published in BMC bioinformatics (10.07.2009)
Published in BMC bioinformatics (10.07.2009)
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Journal Article
Benchmark for Algorithms Segmenting the Left Atrium From 3D CT and MRI Datasets
Tobon-Gomez, Catalina, Geers, Arjan J., Peters, Jochen, Weese, Jurgen, Pinto, Karen, Karim, Rashed, Ammar, Mohammed, Daoudi, Abdelaziz, Margeta, Jan, Sandoval, Zulma, Stender, Birgit, Yefeng Zheng, Zuluaga, Maria A., Betancur, Julian, Ayache, Nicholas, Amine Chikh, Mohammed, Dillenseger, Jean-Louis, Kelm, B. Michael, Mahmoudi, Said, Ourselin, Sebastien, Schlaefer, Alexander, Schaeffter, Tobias, Razavi, Reza, Rhode, Kawal S.
Published in IEEE transactions on medical imaging (01.07.2015)
Published in IEEE transactions on medical imaging (01.07.2015)
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Journal Article
Spine detection in CT and MR using iterated marginal space learning
Michael Kelm, B., Wels, Michael, Kevin Zhou, S., Seifert, Sascha, Suehling, Michael, Zheng, Yefeng, Comaniciu, Dorin
Published in Medical image analysis (01.12.2013)
Published in Medical image analysis (01.12.2013)
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Journal Article
An evaluation of automatic coronary artery calcium scoring methods with cardiac CT using the orCaScore framework
Wolterink, Jelmer M, Leiner, Tim, de Vos, Bob D, Coatrieux, Jean-Louis, Kelm, B Michael, Kondo, Satoshi, Salgado, Rodrigo A, Shahzad, Rahil, Shu, Huazhong, Snoeren, Miranda, Takx, Richard A P, van Vliet, Lucas J, van Walsum, Theo, Willems, Tineke P, Yang, Guanyu, Zheng, Yefeng, Viergever, Max A, Išgum, Ivana
Published in Medical physics (Lancaster) (01.05.2016)
Published in Medical physics (Lancaster) (01.05.2016)
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Journal Article
Automated estimation of tumor probability in prostate magnetic resonance spectroscopic imaging: Pattern recognition vs quantification
Kelm, B. Michael, Menze, Bjoern H., Zechmann, Christian M., Baudendistel, Klaus T., Hamprecht, Fred A.
Published in Magnetic resonance in medicine (01.01.2007)
Published in Magnetic resonance in medicine (01.01.2007)
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Journal Article
Using spatial prior knowledge in the spectral fitting of MRS images
Kelm, B. Michael, Kaster, Frederik O., Henning, Anke, Weber, Marc-André, Bachert, Peter, Boesiger, Peter, Hamprecht, Fred A., Menze, Bjoern H.
Published in NMR in biomedicine (01.01.2012)
Published in NMR in biomedicine (01.01.2012)
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Journal Article
Automated vs. manual pattern recognition of 3D (1)H MRSI data of patients with prostate cancer
Zechmann, Christian M, Menze, Bjoern H, Kelm, B Michael, Zamecnik, Patrik, Ikinger, Uwe, Giesel, Frederik L, Thieke, Christian, Delorme, Stefan, Hamprecht, Fred A, Bachert, Peter
Published in Academic radiology (01.06.2012)
Published in Academic radiology (01.06.2012)
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Journal Article
Medical Computer Vision and Bayesian and Graphical Models for Biomedical Imaging: MICCAI 2016 International Workshops, MCV and BAMBI, Athens, Greece, October 21, 2016, Revised Selected Papers
Müller, Henning, Kelm, B. Michael, Arbel, Tal, Cai, Weidong, Cardoso, M. Jorge, Langs, Georg, Menze, Bjoern, Metaxas, Dimitris, Montillo, Albert, Wells III, William M
Year of Publication 2017
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Year of Publication 2017
eBook
Detection, grading and classification of coronary stenoses in computed tomography angiography
Kelm, B Michael, Mittal, Sushil, Zheng, Yefeng, Tsymbal, Alexey, Bernhardt, Dominik, Vega-Higuera, Fernando, Zhou, S Kevin, Meer, Peter, Comaniciu, Dorin
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2011)
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2011)
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Journal Article
Fast and robust 3D vertebra segmentation using statistical shape models
Mirzaalian, Hengameh, Wels, Michael, Heimann, Tobias, Kelm, B. Michael, Suehling, Michael
Published in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.01.2013)
Published in 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) (01.01.2013)
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