Publications

🗞️🗞️ Selected Publications

Reconstruction-driven motion estimation for motion compensated MR CINE imaging
Jiazhen Pan, Wenqi Huang, Daniel Rueckert, Thomas Küstner*, Kerstin Hammernik*
IEEE Transactions on Medical Imaging (TMI), 2024.
[paper] [code]

Unrolled and rapid motion-compensated reconstruction for cardiac CINE MRI
Jiazhen Pan, Manal Hamdi, Wenqi Huang, Kerstin Hammernik, Thomas Küstner, Daniel Rueckert
Medical Image Analysis (MedIA), 2024.
[paper]

🥃 k-GIN: Global k-Space Interpolation for Dynamic MRI Reconstruction using Masked Image Modeling
Jiazhen Pan, Suprosanna Shit, Özgün Turgut, Wenqi Huang, Hongwei Bran Li, Nil Stolt-Ansó, Thomas Küstner, Kerstin Hammernik, Daniel Rueckert
MICCAI, 2023.
[paper] [project page] [code]

NISF: Neural Implicit Segmentation Functions
Nil Stolt-Ansó, Julian McGinnes, Jiazhen Pan, Kerstin Hammernik, Daniel Rueckert
MICCAI, 2023.
[paper] [code]

Neural Implicit k-Space for Binning-free Non-Cartesian Cardiac MR Imaging
Wenqi Huang, Hongwei Bran Li, Jiazhen Pan, Gastao Cruz, Daniel Rueckert, Kerstin Hammernik
IPMI, 2023.
[paper] [code]

Learning-based and unrolled motion-compensated reconstruction for cardiac MR CINE imaging
Jiazhen Pan, Daniel Rueckert, Thomas Küstner*, Kerstin Hammernik*
MICCAI, 2022 (Young Scientist Award Finalist).
[paper]

LAPNet: Deep learning-based non-rigid registration derived in k-space for Magnetic Resonance Imaging (Master Thesis)
Thomas Kuestner, Jiazhen Pan, Haikun Qi, Gastao Cruz, Christopher Gilliam, Thierry Blu, Bin Yang, Sergios Gatidis, Rene Botnar, Claudia Prieto
IEEE Transactions on Medical Imaging (TMI), 2021.
[paper] [code]