334 citations
- Otto-von-Guericke-Universität MagdeburgDE16 papers
- German Center for Neurodegenerative DiseasesDE12 papers
- Human TechnopoleIT5 papers
- Leibniz Institute for NeurobiologyDE3 papers
- Medizinische Hochschule HannoverDE3 papers
- University Hospital MagdeburgDE3 papers
- Helmholtz-Zentrum HereonDE2 papers
- Radboud University NijmegenNL2 papers
- UNSW SydneyAU2 papers
- AGH University of KrakowPL1 paper
- Apollo HospitalsIN1 paper
- BG Klinikum DuisburgDE1 paper
3 papers · 1 filter
Classification of Brain Tumours in MR Images using Deep Spatiospatial Models
Soumick Chatterjee, Faraz Ahmed Nizamani, Andreas Nürnberger +1
A brain tumour is a mass or cluster of abnormal cells in the brain, which has the possibility of becoming life-threatening because of its ability to invade neighbouring tissues and…
ReconResNet: Regularised Residual Learning for MR Image Reconstruction of Undersampled Cartesian and Radial Data
Soumick Chatterjee, Mario Breitkopf, Chompunuch Sarasaen +4
MRI is an inherently slow process, which leads to long scan time for high-resolution imaging. The speed of acquisition can be increased by ignoring parts of the data (undersampling…
Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge
Chompunuch Sarasaen, Soumick Chatterjee, Mario Breitkopf +3
Dynamic imaging is a beneficial tool for interventions to assess physiological changes. Nonetheless during dynamic MRI, while achieving a high temporal resolution, the spatial reso…