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ORCIDAlena-Kathrin Golla
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- affiliation: Heidelberg University, Mannheim, Germany
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2020 – today
- 2022
[b1]Alena-Kathrin Golla:
Optimized Training Pipeline for Deep Learning Applications in Medical Image Processing. Heidelberg University, Germany, 2022- 2021
- [j5]Frank G. Zöllner
, Marek Kocinski, Laura Hansen, Alena-Kathrin Golla, Amira Serifovic-Trbalic, Arvid Lundervold, Andrzej Materka, Peter Rogelj:
Kidney Segmentation in Renal Magnetic Resonance Imaging - Current Status and Prospects. IEEE Access 9: 71577-71605 (2021) - [j4]Ingo Hermann, Alena-Kathrin Golla, Eloy Martinez-Heras, Ralf Schmidt, Elisabeth Solana, Sara Llufriu, Achim Gass, Lothar R. Schad, Frank G. Zöllner:
Lesion probability mapping in MS patients using a regression network on MR fingerprinting. BMC Medical Imaging 21(1): 107 (2021) - [j3]Dominik F. Bauer, Tom Russ, Barbara I. Waldkirch, Christian Tönnes, William Paul Segars, Lothar R. Schad, Frank G. Zöllner, Alena-Kathrin Golla:
Generation of annotated multimodal ground truth datasets for abdominal medical image registration. Int. J. Comput. Assist. Radiol. Surg. 16(8): 1277-1285 (2021) - [j2]Alena-Kathrin Golla, Dominik F. Bauer, Ralf Schmidt, Tom Russ, Dominik Nörenberg, Khanlian Chung, Christian Tönnes, Lothar R. Schad, Frank G. Zöllner:
Convolutional Neural Network Ensemble Segmentation With Ratio-Based Sampling for the Arteries and Veins in Abdominal CT Scans. IEEE Trans. Biomed. Eng. 68(5): 1518-1526 (2021) - 2020
- [c7]Alena-Kathrin Schnurr, Philipp Eisele, Christina Rossmanith, Stefan Hoffmann, Johannes Gregori, Andreas Dabringhaus, Matthias Kraemer, Raimar Kern, Achim Gass, Frank G. Zöllner:
Deep Voxel-Guided Morphometry (VGM): Learning Regional Brain Changes in Serial MRI. MLCN/RNO-AI@MICCAI 2020: 159-168
2010 – 2019
- 2019
- [j1]Tom Russ, Stephan Goerttler, Alena-Kathrin Schnurr, Dominik F. Bauer, Sepideh Hatamikia, Lothar R. Schad, Frank G. Zöllner, Khanlian Chung:
Synthesis of CT images from digital body phantoms using CycleGAN. Int. J. Comput. Assist. Radiol. Surg. 14(10): 1741-1750 (2019) - [c6]Alena-Kathrin Schnurr, Lothar R. Schad, Frank G. Zöllner:
Sparsely Connected Convolutional Layers in CNNs for Liver Segmentation in CT. Bildverarbeitung für die Medizin 2019: 80-85 - 2018
- [c5]Alena-Kathrin Schnurr, Khanlian Chung, Lothar R. Schad, Frank G. Zöllner:
Abstract: Deep Residual Learning for Limited Angle Artefact Correction. Bildverarbeitung für die Medizin 2018: 280 - 2016
- [c4]Marko Rak, Julian Alpers, Alena-Kathrin Schnurr, Klaus-Dietz Tönnies:
Aorta Segmentation in Axial Cardiac Cine MRI via Graphical Models. Bildverarbeitung für die Medizin 2016: 218-223 - [c3]Sebastian Weiß, Alena Schnurr, André Mewes, Thomas Hoffmann, Daniel Schindele, Martin Schostak, Christian Hansen:
Mobile Augmented Reality and 3D Printing to Involve Patients in Treatment Decisions for Prostate Cancer. CURAC 2016: 11-16 - [c2]Lei Wang, Alena-Kathrin Schnurr, Stephan Zidowitz, Joachim Georgii, Yue Zhao, Mohammad Razavi, Michael Schwier, Horst K. Hahn, Christian Hansen:
Segmentation of hepatic artery in multi-phase liver CT using directional dilation and connectivity analysis. Medical Imaging: Computer-Aided Diagnosis 2016: 97851P - 2015
- [c1]Marko Rak, Alena-Kathrin Schnurr, Julian Alpers, Klaus-Dietz Tönnies:
Measurement of the Aortic Diameter in Plain Axial Cardiac Cine MRI. Bildverarbeitung für die Medizin 2015: 293-298
Coauthor Index
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