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Kevin M. Koch
Person information
- affiliation: Medical College of Wisconsin, Center for Imaging Research, Milwaukee, WI, USA
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2020 – today
- 2024
- [i6]Azadeh Sharafi, Nikolai J. Mickevicius, Mehran Baboli, Andrew S. Nencka, Kevin M. Koch:
Variable Resolution Sampling and Deep Learning Image Recovery for Accelerated Multi-Spectral MRI Near Metal Implants. CoRR abs/2410.23329 (2024) - 2023
- [i5]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
- [j1]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) - [i4]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
- [c3]Juan Liu, Kevin M. Koch:
Model-Based Learning for Quantitative Susceptibility Mapping. MLMIR@MICCAI 2020: 48-59 - [c2]Juan Liu, Kevin M. Koch:
Weakly-Supervised Learning for Single-Step Quantitative Susceptibility Mapping. MLMIR@MICCAI 2020: 70-81 - [i3]Juan Liu, Kevin M. Koch:
Weakly-supervised Learning for Single-step Quantitative Susceptibility Mapping. CoRR abs/2008.06187 (2020)
2010 – 2019
- 2019
- [c1]Juan Liu, Kevin M. Koch:
Deep Gated Convolutional Neural Network for QSM Background Field Removal. MICCAI (3) 2019: 83-91 - [i2]Juan Liu, Kevin M. Koch:
Non-locally Encoder-Decoder Convolutional Network for Whole Brain QSM Inversion. CoRR abs/1904.05493 (2019) - [i1]Juan Liu, Kevin M. Koch:
MRI Tissue Magnetism Quantification through Total Field Inversion with Deep Neural Networks. CoRR abs/1904.07105 (2019)
Coauthor Index
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