Jonathan Sperl

According to our database, Jonathan Sperl authored at least 12 papers between 2010 and 2023.

Collaborative distances:

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

2023

Anatomically aware dual-hop learning for pulmonary embolism detection in CT pulmonary angiograms.

Florin Condrea, Saikiran Rapaka, Lucian Mihai Itu, Puneet Sharma, Jonathan Sperl, A Mohamed Ali, Marius Leordeanu

CoRR, 2023

2017

Accelerated Reconstruction of Perfusion-Weighted MRI Enforcing Jointly Local and Nonlocal Spatio-temporal Constraints.

Cagdas Ulas, Christine Preibisch, Jonathan Sperl, Thomas Pyka, Jayashree Kalpathy-Cramer, Bjoern Holger Menze

CoRR, 2017

2016

q-Space Deep Learning: Twelve-Fold Shorter and Model-Free Diffusion MRI Scans.

Vladimir Golkov, Alexey Dosovitskiy, Jonathan I. Sperl, Marion I. Menzel, Michael Czisch, Philipp G. Sämann, Thomas Brox, Daniel Cremers

IEEE Trans. Medical Imaging, 2016

Robust Reconstruction of Accelerated Perfusion MRI Using Local and Nonlocal Constraints.

Cagdas Ulas, Pedro A. Gómez, Felix Krahmer, Jonathan I. Sperl, Marion I. Menzel, Bjoern H. Menze

Proceedings of the Reconstruction, Segmentation, and Analysis of Medical Images, 2016

Simultaneous Parameter Mapping, Modality Synthesis, and Anatomical Labeling of the Brain with MR Fingerprinting.

Pedro A. Gómez, Miguel Molina-Romero, Cagdas Ulas, Guido Bounincontri, Jonathan I. Sperl, Derek K. Jones, Marion I. Menzel, Bjoern H. Menze

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Spatio-temporal MRI reconstruction by enforcing local and global regularity via dynamic total variation and nuclear norm minimization.

Cagdas Ulas, Pedro A. Gómez, Jonathan I. Sperl, Christine Preibisch, Bjoern H. Menze

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Model-free novelty-based diffusion MRI.

Vladimir Golkov, Tim Sprenger, Jonathan Sperl, Marion I. Menzel, Michael Czisch, Philipp G. Sämann, Daniel Cremers

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

Learning a Spatiotemporal Dictionary for Magnetic Resonance Fingerprinting with Compressed Sensing.

Pedro A. Gómez, Cagdas Ulas, Jonathan I. Sperl, Tim Sprenger, Miguel Molina-Romero, Marion I. Menzel, Bjoern H. Menze

Proceedings of the Patch-Based Techniques in Medical Imaging, 2015

q-Space Deep Learning for Twelve-Fold Shorter and Model-Free Diffusion MRI Scans.

Vladimir Golkov, Alexey Dosovitskiy, Philipp G. Sämann, Jonathan I. Sperl, Tim Sprenger, Michael Czisch, Marion I. Menzel, Pedro A. Gómez, Axel Haase, Thomas Brox, Daniel Cremers

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

Joint Reconstruction of Multi-Contrast MRI for Multiple Sclerosis Lesion Segmentation.

Pedro A. Gómez, Jonathan I. Sperl, Tim Sprenger, Claudia Metzler-Baddeley, Derek K. Jones, Philipp G. Sämann

Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2011

Optimized Intensity Modulation for Dose/Noise Reduction in X-ray Computed Tomography (Optimale Intensitätsmodulation zur Dosis- und Rauschreduktion bei der Computertomographie)

Jonathan Sperl

PhD thesis, 2011

2010

Computer-Assisted Scan Protocol and Reconstruction (CASPAR) - Reduction of Image Noise and Patient Dose.

Jonathan Sperl, Dirk Beque, Bernhard Claus, Bruno De Man, Bob Senzig, Martin Brokate

IEEE Trans. Medical Imaging, 2010