Marcel Dominik Nickel

According to our database, Marcel Dominik Nickel authored at least 14 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AICM: An Anatomical-Prior Integrated Conditional Consistency Model for Self-Supervised MRI Through-Plane Super-Resolution.

Kaifeng Pang, Qi Miao, Alex Ling Yu Hung, Changsuk Oh, Kai Zhao, Qiudi He, Marcel Dominik Nickel, Fei Han, Kyunghyun Sung

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

Ultrafast T2-weighted MR imaging of the urinary bladder using deep learning-accelerated HASTE at 3 Tesla.

Li Yan, Qinxuan Tan, David Kohnert, Marcel Dominik Nickel, Elisabeth Weiland, Felix Kubicka, Paul Jahnke, Dominik Geisel, Moritz Wagner, Thula Cannon Walter-Rittel

BMC Medical Imaging, December, 2025

Optimized deep learning-accelerated single-breath-hold abdominal HASTE with and without fat saturation improves and accelerates abdominal imaging at 3 Tesla.

Qinxuan Tan, Felix Kubicka, Marcel Dominik Nickel, Elisabeth Weiland, Bernd Hamm, Dominik Geisel, Moritz Wagner, Thula Cannon Walter-Rittel

BMC Medical Imaging, December, 2025

Zero-shot self-supervised learning of single breath-hold magnetic resonance cholangiopancreatography (MRCP) reconstruction.

Jinho Kim, Marcel Dominik Nickel, Florian Knoll

CoRR, August, 2025

Assessment of Robustness of MRI Radiomic Features in the Abdomen: Impact of Deep Learning Reconstruction and Accelerated Acquisition.

Jingyu Zhong, Yue Xing, Yangfan Hu, Xianwei Liu, Shun Dai, Defang Ding, Junjie Lu, Jiarui Yang, Yang Song, Minda Lu, Dominik Nickel, Wenjie Lu, Huan Zhang, Weiwu Yao

J. Imaging Inform. Medicine, 2025

2024

Accelerated MR Cholangiopancreatography with Deep Learning-based Reconstruction.

Jinho Kim, Marcel Dominik Nickel, Florian Knoll

CoRR, 2024

Abstract: Robust Multi-contrast MRI Denoising using Trainable Bilateral Filters without Noise-free Targets.

Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas K. Maier

Proceedings of the Bildverarbeitung für die Medizin 2024, 2024

2023

Robust Multi-Contrast Mri Denoising Using Trainable Bilateral Filters Without Noise-Free Targets.

Laura Pfaff, Fabian Wagner, Julian Hossbach, Elisabeth Preuhs, Noah Maul, Mareike Thies, Felix Denzinger, Dominik Nickel, Tobias Würfl, Andreas Maier

Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

2021

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction.

Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll

IEEE Trans. Medical Imaging, 2021

Robust partial Fourier reconstruction for diffusion-weighted imaging using a recurrent convolutional neural network.

Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier

CoRR, 2021

2020

State-of-the-Art Machine Learning MRI Reconstruction in 2020: Results of the Second fastMRI Challenge.

Matthew J. Muckley, Bruno Riemenschneider, Alireza Radmanesh, Sunwoo Kim, Geunu Jeong, Jingyu Ko, Yohan Jun, Hyungseob Shin, Dosik Hwang, Mahmoud Mostapha, Simon Arberet, Dominik Nickel, Zaccharie Ramzi, Philippe Ciuciu, Jean-Luc Starck, Jonas Teuwen, Dimitrios Karkalousos, Chaoping Zhang, Anuroop Sriram, Zhengnan Huang, Nafissa Yakubova, Yvonne W. Lui, Florian Knoll

CoRR, 2020

Deep Recurrent Partial Fourier Reconstruction in Diffusion MRI.

Fasil Gadjimuradov, Thomas Benkert, Marcel Dominik Nickel, Andreas Maier

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

2016

Identification of Water and Fat Images in Dixon MRI Using Aggregated Patch-Based Convolutional Neural Networks.

Liang Zhao, Yiqiang Zhan, Dominik Nickel, Matthias Fenchel, Berthold Kiefer, Xiang Sean Zhou

Proceedings of the Patch-Based Techniques in Medical Imaging, 2016

2015

Robust Spectral Denoising for Water-Fat Separation in Magnetic Resonance Imaging.

Felix Lugauer, Dominik Nickel, Jens Wetzl, Stephan A. R. Kannengiesser, Andreas K. Maier, Joachim Hornegger

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015