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Kevin M. Koch

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affiliation: Medical College of Wisconsin, Center for Imaging Research, Milwaukee, WI, USA

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2020 – today

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2023
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  - journals/corr/abs-2311-10898
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Andrew S. Nencka, Lutfi Tugan Muftuler, Peter S. LaViolette, Kevin M. Koch:
On Functional Activations in Deep Neural Networks. CoRR abs/2311.10898 (2023)
2021
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  - journals/ijbi/IbrahimFBANKMUS21
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El-Sayed H. Ibrahim, Luba Frank, Dhiraj Baruah, Volkan Emre Arpinar, Andrew S. Nencka, Kevin M. Koch, Lutfi Tugan Muftuler, Orhan Unal, Jadranka Stojanovska, Jason C. Rubenstein, Sherry-Ann Brown, John Charlson, Elizabeth M. Gore, Carmen Bergom:
Value CMR: Towards a Comprehensive, Rapid, Cost-Effective Cardiovascular Magnetic Resonance Imaging. Int. J. Biomed. Imaging 2021: 8851958:1-8851958:12 (2021)
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  - journals/corr/abs-2106-08963
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Andrew S. Nencka, Mohammad Sherafati, Timothy Goebel, Parag Tolat, Kevin M. Koch:
Deep-learning based Tools for Automated Protocol Definition of Advanced Diagnostic Imaging Exams. CoRR abs/2106.08963 (2021)
2020
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Juan Liu, Kevin M. Koch:
Model-Based Learning for Quantitative Susceptibility Mapping. MLMIR@MICCAI 2020: 48-59
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Juan Liu, Kevin M. Koch:
Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping. MLMIR@MICCAI 2020: 70-81
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  - journals/corr/abs-2008-06187
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Juan Liu, Kevin M. Koch:
Weakly-supervised Learning for Single-step Quantitative Susceptibility Mapping. CoRR abs/2008.06187 (2020)

2010 – 2019

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2019
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Juan Liu, Kevin M. Koch:
Deep Gated Convolutional Neural Network for QSM Background Field Removal. MICCAI (3) 2019: 83-91
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  - journals/corr/abs-1904-05493
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Juan Liu, Kevin M. Koch:
Non-locally Encoder-Decoder Convolutional Network for Whole Brain QSM Inversion. CoRR abs/1904.05493 (2019)
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  - journals/corr/abs-1904-07105
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Juan Liu, Kevin M. Koch:
MRI Tissue Magnetism Quantification through Total Field Inversion with Deep Neural Networks. CoRR abs/1904.07105 (2019)

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