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| 1. |
Golla, Alena-Kathrin: Optimized training pipeline for deep learning applications in medical image processing / vorgelegt von Alena-Kathrin Golla ; Referent: Prof. Dr. Ing. Frank G. Zöllner. -
Heidelberg, 2021. - xviii, 112 Seiten : Illustrationen, Diagramme
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| 2. |
Raj, Anish: Deep learning-based total kidney volume segmentation in autosomal dominant polycystic kidney disease using attention, cosine loss, and sharpness aware minimization / Anish Raj, Fabian Tollens, Laura Hansen, Alena-Kathrin Golla, Lothar R. Schad, Dominik Nörenberg and… , 7 May 2022. - 17 S.
In: Diagnostics, ISSN 2075-4418. 12(2022), 5, Artikel-ID 1159, Seite 1-17
DOI: 10.3390/diagnostics12051159
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| 3. |
Bauer, Dominik F.: An anthropomorphic pelvis phantom for MR-guided prostate interventions / Dominik F. Bauer, Anne Adlung, Irène Brumer, Alena-Kathrin Golla, Tom Russ, Eva Oelschlegel, Fabian … , 2022. - 8 S.
In: Magnetic resonance in medicine, ISSN 1522-2594. 87(2022), 3, Seite 1605-1612
DOI: 10.1002/mrm.29043
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| 4. |
Hermann, Ingo: Accelerated white matter lesion analysis based on simultaneous T1 and T*2 quantification using magnetic resonance fingerprinting and deep learning / Ingo Hermann, Eloy Martínez-Heras, Benedikt Rieger, Ralf Schmidt, Alena-Kathrin Golla, Jia-Sheng Hon… , 2021. - 16 S.
In: Magnetic resonance in medicine, ISSN 1522-2594. 86(2021), 1, Seite 471-486
DOI: 10.1002/mrm.28688
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| 5. |
Bauer, Dominik F.: End-to-end deep learning CT image reconstruction for metal artifact reduction / Dominik F. Bauer, Constantin Ulrich, Tom Russ, Alena-Kathrin Golla and Lothar R. Schad and Frank G. … , 2022. - 15 S.
In: Applied Sciences, ISSN 2076-3417. 12(2022), 1, Artikel-ID 404, Seite 1-15
DOI: 10.3390/app12010404
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| 6. |
Bauer, Dominik F.: Generation of annotated multimodal ground truth datasets for abdominal medical image registration / Dominik F. Bauer, Tom Russ, Barbara I. Waldkirch, Christian Tönnes, William P. Segars, Lothar R. Sch… , 02 May 2021. - 9 S.
In: International journal of computer assisted radiology and surgery, ISSN 1861-6429. 16(2021), 8, Seite 1277-1285
DOI: 10.1007/s11548-021-02372-7
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| 7. |
Adlung, Anne: 23Na MRI in ischemic stroke : acquisition time reduction using postprocessing with convolutional neural networks / Anne Adlung, Nadia K. Paschke, Alena-Kathrin Golla, Dominik Bauer, Sherif A. Mohamed, Melina Samartz… , 21 January 2021. - 13 S.
In: NMR in biomedicine, ISSN 1099-1492. 34(2021), 4, Artikel-ID e4474, Seite 1-13
DOI: 10.1002/nbm.4474
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| 8. |
Bauer, Dominik F.: Development of an abdominal phantom for the validation of an oligometastatic disease diagnosis workflow / Dominik F. Bauer, Julian Rosenkranz, Alena-Kathrin Golla, Christian Tönnes, Ingo Hermann, Tom Russ, … , 05 May 2022. - 10 S.
In: Medical physics, ISSN 2473-4209. 49(2022), 7 vom: Juli, Seite 4445-4454
DOI: 10.1002/mp.15701
Online-Ressource Zeitschriftenartikel |
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| 9. |
Hermann, Ingo: Lesion probability mapping in MS patients using a regression network on MR fingerprinting / Ingo Hermann, Alena K. Golla, Eloy Martínez-Heras, Ralf Schmidt, Elisabeth Solana, Sara Llufriu, Ach… , 08 July 2021. - 11 S.
In: BMC medical imaging, ISSN 1471-2342. 21(2021), Artikel-ID 107, Seite 1-11
DOI: 10.1186/s12880-021-00636-x
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| 10. |
Tönnes, Christian: Deterministic arterial input function selection in DCE-MRI for automation of quantitative perfusion calculation of colorectal cancer / Christian Tönnes, Sonja Janssen, Alena-Kathrin Golla, Tanja Uhrig, Khanlian Chung, Lothar R. Schad, … , 2021. - 8 S.
In: Magnetic resonance imaging, ISSN 1873-5894. 75(2021), Seite 116-123
DOI: 10.1016/j.mri.2020.09.009
Online-Ressource Zeitschriftenartikel |
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| 11. |
Golla, Alena-Kathrin: 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, Ch… , April 21, 2021. - 9 S.
In: IEEE transactions on biomedical engineering, ISSN 1558-2531. 68(2021), 5, Seite 1518-1526
DOI: 10.1109/TBME.2020.3042640
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| 12. |
Tönnes, Christian: Automatic interventional imaging for the parametrisation of vascular structures / vorgelegt von Christian Tönnes, M.Sc. ; Referent: Prof. Dr. rer. nat. Frank G. Zöllner. -
Heidelberg, 13 Mrz. 2024. - 1 Online-Ressource (xx, 122 Seiten) : Illustrationen, Diagramme
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| 13. |
Russ, Tom: Synthesis of CT images from digital body phantoms using CycleGAN / Tom Russ, Stephan Goerttler, Alena-Kathrin Schnurr, Dominik F. Bauer, Sepideh Hatamikia, Lothar R. S… , 05 August 2019. - 10 S.
In: International journal of computer assisted radiology and surgery, ISSN 1861-6429. 14(2019), 10, Seite 1741-1750
DOI: 10.1007/s11548-019-02042-9
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| 14. |
Raj, Anish: A generalizable deep voxel-guided morphometry algorithm for the detection of subtle lesion dynamics in multiple sclerosis / Anish Raj, Achim Gass, Philipp Eisele, Andreas Dabringhaus, Matthias Kraemer and Frank G. Zöllner, 25 January 2024. - 11 S.
In: Frontiers in neuroscience, ISSN 1662-453X. 18(2024) vom: Jan., Artikel-ID 1326108, Seite 1-11
DOI: 10.3389/fnins.2024.1326108
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| 15. |
Brumer, Irène: Synthetic arterial spin labeling MRI of the kidneys for evaluation of data processing pipeline / Irène Brumer, Dominik F. Bauer, Lothar R. Schad and Frank G. Zöllner, 31 July 2022. - 12 S.
In: Diagnostics, ISSN 2075-4418. 12(2022), 8, Artikel-ID 1854, Seite 1-12
DOI: 10.3390/diagnostics12081854
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| 16. |
Albert, Steffen: Comparison of image normalization methods for multi-site deep learning / Steffen Albert, Barbara D. Wichtmann, Wenzhao Zhao, Angelika Maurer, Jürgen Hesser, Ulrike I. Attenb… , 2023. - 13 S.
In: Applied Sciences, ISSN 2076-3417. 13(2023), 15, Artikel-ID 8923, Seite 1-13
DOI: 10.3390/app13158923
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| 17. |
Tönnes, Christian: Feature-oriented CBCT self-calibration parameter estimator for arbitrary Trajectories: FORCAST-EST [data] / Christian Tönnes, Frank Zöllner. -
Heidelberg: Universität, 2023-10-18. - 1 Online-Ressource (6 Files)
DOI: 10.11588/data/GIWRQA
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| 18. |
Özdemir, Safa: Feasibility of undersampled spiral trajectories in MREPT for fast conductivity imaging : technical note / Safa Özdemir, Efe Ilicak, Jascha Zapp, Lothar R Schad, Frank G Zöllner, 2024. - 9 S. : Illustrationen
In: Magnetic resonance in medicine, ISSN 1522-2594. 91(2024), 4, Seite 1567-1575
DOI: 10.1002/mrm.29952
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| 19. |
Zöllner, Frank G.: Multimodal ground truth datasets for abdominal medical image registration [data] / Frank Zöllner. -
Heidelberg: Universität, 2022-06-22. - 1 Online-Ressource (3 Files)
DOI: 10.11588/data/ICSFUS
Online-Ressource Forschungsdaten |
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| 20. |
Zöllner, Frank G.: Editorial for “Perfusion and T2 relaxation time as predictors of severity and outcome in sepsis-associated acute kidney injury: a preclinical MRI study” / Frank G. Zöllner, PhD, Anna Caroli, PhD, Nicholas M. Selby, MD, December 2023. - 2 S.
In: Journal of magnetic resonance imaging, ISSN 1522-2586. 58(2023), 6 vom: Dez., Seite 1964-1965
DOI: 10.1002/jmri.28696
Online-Ressource Zeitschriftenartikel |
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