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Lorenz, Cristian
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1

AI-based automated detection and stability analysis of trau..:

Polzer, Constanze ; Yilmaz, Eren ; Meyer, Carsten...
European Journal of Radiology.  173 (2024)  - p. 111364 , 2024
Link: https://doi.org/10.1016/..
 
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2

Brain MR image simulation for deep learning based medical i..:

Ayaz, Aymen ; Al Khalil, Yasmina ; Amirrajab, Sina...
Computer Methods and Programs in Biomedicine.  248 (2024)  - p. 108115 , 2024
Link: https://doi.org/10.1016/..
 
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3

Multi-modal brain tumor segmentation via conditional synthe..:

Khalil, Yasmina Al ; Ayaz, Aymen ; Lorenz, Cristian...
Computerized Medical Imaging and Graphics.  112 (2024)  - p. 102332 , 2024
Link: https://doi.org/10.1016/..
 
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4

Reducing segmentation failures in cardiac MRI via late feat..:

Al Khalil, Yasmina ; Amirrajab, Sina ; Lorenz, Cristian...
Computers in Biology and Medicine.  161 (2023)  - p. 106973 , 2023
Link: https://doi.org/10.1016/..
 
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5

On the usability of synthetic data for improving the robust..:

Al Khalil, Yasmina ; Amirrajab, Sina ; Lorenz, Cristian...
Medical Image Analysis.  84 (2023)  - p. 102688 , 2023
Link: https://doi.org/10.1016/..
 
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6

A Framework for Simulating Cardiac MR Images With Varying A..:

Amirrajab, Sina ; Khalil, Yasmina Al ; Lorenz, Cristian...
IEEE Transactions on Medical Imaging.  42 (2023)  3 - p. 726-738 , 2023
Link: https://doi.org/10.1109/..
 
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7

Pathology Synthesis of 3D Consistent Cardiac MR Images Usin..:

, In: Simulation and Synthesis in Medical Imaging; Lecture Notes in Computer Science,
Amirrajab, Sina ; Lorenz, Cristian ; Weese, Juergen.. - p. 34-42 , 2022
Link: https://doi.org/10.1007/..
 
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8

Label-informed cardiac magnetic resonance image synthesis t..:

Amirrajab, Sina ; Al Khalil, Yasmina ; Lorenz, Cristian...
Computerized Medical Imaging and Graphics.  101 (2022)  - p. 102123 , 2022
Link: https://doi.org/10.1016/..
 
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9

A Stratified Cascaded Approach for Brain Tumor Segmentation..:

, In: Lecture Notes in Computer Science; Data Augmentation, Labelling, and Imperfections,
Khalil, Yasmina Al ; Ayaz, Aymen ; Lorenz, Cristian... - p. 92-101 , 2022
Link: https://doi.org/10.1007/..
 
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10

Automated Deep Learning-Based Detection of Osteoporotic Fra..:

, In: Machine Learning in Medical Imaging; Lecture Notes in Computer Science,
Yilmaz, Eren Bora ; Buerger, Christian ; Fricke, Tobias... - p. 376-385 , 2021
Link: https://doi.org/10.1007/..
 
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11

Deep Learning-based Spine Centerline Extraction in Fetal Ul..:

, In: Bildverarbeitung für die Medizin 2021; Informatik aktuell,
Franz, Astrid ; Schmidt-Richberg, Alexander ; Orasanu, Eliza. - p. 263-268 , 2021
Link: https://doi.org/10.1007/..
 
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12

A General Framework for Localizing and Locally Segmenting C..:

, In: Communications in Computer and Information Science; Medical Image Understanding and Analysis,
Mader, Alexander O. ; Lorenz, Cristian ; Meyer, Carsten - p. 364-376 , 2020
Link: https://doi.org/10.1007/..
 
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13

Heterogeneous Virtual Population of Simulated CMR Images fo..:

, In: Simulation and Synthesis in Medical Imaging; Lecture Notes in Computer Science,
Al Khalil, Yasmina ; Amirrajab, Sina ; Lorenz, Cristian.. - p. 68-79 , 2020
Link: https://doi.org/10.1007/..
 
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14

XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR ..:

, In: Medical Image Computing and Computer Assisted Intervention – MICCAI 2020; Lecture Notes in Computer Science,
Amirrajab, Sina ; Abbasi-Sureshjani, Samaneh ; Al Khalil, Yasmina... - p. 128-137 , 2020
Link: https://doi.org/10.1007/..
 
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15

Automatically Localizing a Large Set of Spatially Correlate..:

, In: Lecture Notes in Computer Science; Medical Image Computing and Computer Assisted Intervention – MICCAI 2019,
Mader, Alexander Oliver ; Lorenz, Cristian ; von Berg, Jens. - p. 384-392 , 2019
Link: https://doi.org/10.1007/..
 
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