Alena-Kathrin Golla

According to our database, Alena-Kathrin Golla authored at least 13 papers between 2015 and 2022.

Collaborative distances:

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

2022

Optimized Training Pipeline for Deep Learning Applications in Medical Image Processing

Alena-Kathrin Golla

PhD thesis, 2022

2021

Convolutional Neural Network Ensemble Segmentation With Ratio-Based Sampling for the Arteries and Veins in Abdominal CT Scans.

Alena-Kathrin Golla, Dominik F. Bauer, Ralf Schmidt, Tom Russ, Dominik Nörenberg, Khanlian Chung, Christian Tönnes, Lothar R. Schad, Frank G. Zöllner

IEEE Trans. Biomed. Eng., 2021

Generation of annotated multimodal ground truth datasets for abdominal medical image registration.

Dominik F. Bauer, Tom Russ, Barbara I. Waldkirch, Christian Tönnes, William Paul Segars, Lothar R. Schad, Frank G. Zöllner, Alena-Kathrin Golla

Int. J. Comput. Assist. Radiol. Surg., 2021

Lesion probability mapping in MS patients using a regression network on MR fingerprinting.

Ingo Hermann, Alena-Kathrin Golla, Eloy Martinez-Heras, Ralf Schmidt, Elisabeth Solana, Sara Llufriu, Achim Gass, Lothar R. Schad, Frank G. Zöllner

BMC Medical Imaging, 2021

Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects.

Frank G. Zöllner, Marek Kocinski, Laura Hansen, Alena-Kathrin Golla, Amira Serifovic-Trbalic, Arvid Lundervold, Andrzej Materka, Peter Rogelj

IEEE Access, 2021

2020

Deep Voxel-Guided Morphometry (VGM): Learning Regional Brain Changes in Serial MRI.

Alena-Kathrin Schnurr, Philipp Eisele, Christina Rossmanith, Stefan Hoffmann, Johannes Gregori, Andreas Dabringhaus, Matthias Kraemer, Raimar Kern, Achim Gass, Frank G. Zöllner

Proceedings of the Machine Learning in Clinical Neuroimaging and Radiogenomics in Neuro-oncology, 2020

2019

Synthesis of CT images from digital body phantoms using CycleGAN.

Tom Russ, Stephan Goerttler, Alena-Kathrin Schnurr, Dominik F. Bauer, Sepideh Hatamikia, Lothar R. Schad, Frank G. Zöllner, Khanlian Chung

Int. J. Comput. Assist. Radiol. Surg., 2019

Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CT.

Alena-Kathrin Schnurr, Lothar R. Schad, Frank G. Zöllner

Proceedings of the Bildverarbeitung für die Medizin 2019 - Algorithmen - Systeme, 2019

2018

Abstract: Deep Residual Learning for Limited Angle Artefact Correction.

Alena-Kathrin Schnurr, Khanlian Chung, Lothar R. Schad, Frank G. Zöllner

Proceedings of the Bildverarbeitung für die Medizin 2018 - Algorithmen - Systeme, 2018

2016

Segmentation of hepatic artery in multi-phase liver CT using directional dilation and connectivity analysis.

Lei Wang, Alena-Kathrin Schnurr, Stephan Zidowitz, Joachim Georgii, Yue Zhao, Mohammad Razavi, Michael Schwier, Horst K. Hahn, Christian Hansen

Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016

Mobile Augmented Reality and 3D Printing to Involve Patients in Treatment Decisions for Prostate Cancer.

Sebastian Weiß, Alena Schnurr, André Mewes, Thomas Hoffmann, Daniel Schindele, Martin Schostak, Christian Hansen

Proceedings of the 15. Jahrestagung der Deutschen Gesellschaft für Computer- und Roboterassistierte Chirurgie, September 29, 2016

Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models.

Marko Rak, Julian Alpers, Alena-Kathrin Schnurr, Klaus-Dietz Tönnies

Proceedings of the Bildverarbeitung für die Medizin 2016 - Algorithmen - Systeme, 2016

2015

Measurement of the Aortic Diameter in Plain Axial Cardiac Cine MRI.

Marko Rak, Alena-Kathrin Schnurr, Julian Alpers, Klaus-Dietz Tönnies

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