Susanne Schnell

20 papers B 1Journal 15Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Uncertainty-aware automated labeling of intracranial arteries using deep learning.
BMC Medical Imaging
Javier Bisbal, Patrick Winter, Sebastian Jofre, Aaron Ponce-Sandoval, Sameer A. Ansari, Ramez N. Abdalla, Michael Markl, Oliver Welin Odeback, Sergio Uribe, Cristian Tejos, Julio Sotelo, Susanne Schnell, David Marlevi
2025 J jnl
Automated Labeling of Intracranial Arteries with Uncertainty Quantification Using Deep Learning.
CoRR
Javier Bisbal, Patrick Winter, Sebastian Jofre, Aaron Ponce-Sandoval, Sameer A. Ansari, Ramez N. Abdalla, Michael Markl, Oliver Welin Odeback, Sergio Uribe, Cristian Tejos, Julio Sotelo, Susanne Schnell, David Marlevi
2025 J jnl
Potential and challenges of generative adversarial networks for super-resolution in 4D Flow MRI.
CoRR
Oliver Welin Odeback, Arivazhagan Geetha Balasubramanian, Jonas Schollenberger, Edward Ferdian, Alistair A. Young, C. Alberto Figueroa, Susanne Schnell, Outi Tammisola, Ricardo Vinuesa, Tobias Granberg, Alexander Fyrdahl, David Marlevi
2024 J jnl
Generalized Super-Resolution 4D Flow MRI - Using Ensemble Learning to Extend Across the Cardiovascular System.
IEEE J. Biomed. Health Informatics
Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas S. Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi
2023 J jnl
Automatic 4D Flow MRI Segmentation Using the Standardized Difference of Means Velocity.
IEEE Trans. Medical Imaging
Sean M. Rothenberger, Neal M. Patel, Jiacheng Zhang, Susanne Schnell, Bruce A. Craig, Sameer A. Ansari, Michael Markl, Pavlos P. Vlachos, Vitaliy L. Rayz
2023 J jnl
Cerebrovascular super-resolution 4D Flow MRI - Sequential combination of resolution enhancement by deep learning and physics-informed image processing to non-invasively quantify intracranial velocity, flow, and relative pressure.
Medical Image Anal.
Edward Ferdian, David Marlevi, Jonas Schollenberger, Maria Aristova, Elazer R. Edelman, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young
2023 J jnl
Generalized super-resolution 4D Flow MRI - using ensemble learning to extend across the cardiovascular system.
CoRR
Leon Ericsson, Adam Hjalmarsson, Muhammad Usman Akbar, Edward Ferdian, Mia Bonini, Brandon Hardy, Jonas Schollenberger, Maria Aristova, Patrick Winter, Nicholas S. Burris, Alexander Fyrdahl, Andreas Sigfridsson, Susanne Schnell, C. Alberto Figueroa, David Nordsletten, Alistair A. Young, David Marlevi
2022 J jnl
Modeling Bias Error in 4D Flow MRI Velocity Measurements.
IEEE Trans. Medical Imaging
Sean M. Rothenberger, Jiacheng Zhang, Melissa C. Brindise, Susanne Schnell, Michael Markl, Pavlos P. Vlachos, Vitaliy L. Rayz
2020 J jnl
4D Flow MRI Pressure Estimation Using Velocity Measurement-Error-Based Weighted Least-Squares.
IEEE Trans. Medical Imaging
Jiacheng Zhang, Melissa C. Brindise, Sean Rothenberger, Susanne Schnell, Michael Markl, David Saloner, Vitaliy L. Rayz, Pavlos P. Vlachos
2019 J jnl
Visual analysis of regional myocardial motion anomalies in longitudinal studies.
Comput. Graph.
Ali Sheharyar, Alexander Ruh, Maria Aristova, Michael Scott, Kelly Jarvis, Mohammed S. M. ElBaz, Ryan Dolan, Susanne Schnell, Kai Lin, James Carr, Michael Markl, Othmane Bouhali, Lars Linsen
2018 J jnl
Curvelet Transform-based volume fusion for correcting signal loss artifacts in Time-of-Flight Magnetic Resonance Angiography data.
Comput. Biol. Medicine
Ahmadreza Baghaie, Susanne Schnell, Ali Bakhshinejad, Mojtaba F. Fathi, Roshan M. D'Souza, Vitaliy L. Rayz
2018 — conf
Visual Analysis of Regional Anomalies in Myocardial Motion.
VCBM@MICCAI
Ali Sheharyar, Alexander Ruh, Maria Aristova, Michael Scott, Kelly Jarvis, Mohammed S. M. ElBaz, Ryan Dolan, Susanne Schnell, Kai Lin, James Carr, Michael Markl, Othmane Bouhali, Lars Linsen
2016 B conf
Contour tracking and probabilistic segmentation of tissue phase mapping MRI.
Image Processing
Teodora Chitiboi, Anja Hennemuth, Susanne Schnell, Varun Chowdhary, Amir Honarmand, Michael Markl, Lars Linsen, Horst K. Hahn
2016 — conf
Spatio-temporal Visualization of Regional Myocardial Velocities.
VCBM/MedViz
Ali Sheharyar, Teodora Chitiboi, Eric Keller, Ozair Rahman, Susanne Schnell, Michael Markl, Othmane Bouhali, Lars Linsen
2015 — conf
3D superquadric glyphs for visualizing myocardial motion.
SciVis
Teodora Chitiboi, Mathias Neugebauer, Susanne Schnell, Michael Markl, Lars Linsen
2011 J jnl
Global fiber reconstruction becomes practical.
NeuroImage
Marco Reisert, Irina Mader, Constantin Anastasopoulos, Matthias Weigel, Susanne Schnell, Valerij G. Kiselev
2010 J jnl
Combining functional and anatomical connectivity reveals brain networks for auditory language comprehension.
NeuroImage
Dorothee Saur, Björn Schelter, Susanne Schnell, David Kratochvil, Hanna Küpper, Philipp Kellmeyer, Dorothee Kümmerer, Stefan Klöppel, Volkmar Glauche, Rüdiger Lange, Wolfgang Mader, David Feess, Jens Timmer, Cornelius Weiller
2010 — —
Data-driven quantification and classification of diffusion and perfusion magnetic resonance data.
Susanne Schnell
2009 J jnl
Fully automated classification of HARDI in vivo data using a support vector machine.
NeuroImage
Susanne Schnell, Dorothee Saur, Björn W. Kreher, Jürgen Hennig, Hans Burkhardt, Valerij G. Kiselev
2008 J jnl
Connecting and merging fibres: Pathway extraction by combining probability maps.
NeuroImage
Björn W. Kreher, Susanne Schnell, Irina Mader, Kamil A. Il'yasov, Jürgen Hennig, Valerij G. Kiselev, Dorothee Saur