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Inhalt

Books & Book Chapters

Journal Papers

A. Raj, A. Allababidi, H. Kayed, A. Gerken, J. Müller, S. Schönberg, F. Zöllner and J. Rink.
Streamlining acute Abdominal Aortic Dissection management - an AI based CT imaging workflow.
J Digit Imaging. Inform. med., 2024, .

A.  Raj, F. Tollens, A. Caroli, D. Nörenberg and F. Zöllner.
Automated prognosis of renal function decline in ADPKD patients using deep learning.
Z Med Phys, 2024, 34 (2), pp.330-342 .

A. Raj, A. Gass, P. Eisele, A. Dabringhaus, M. Kraemer and F. Zöllner.
A Generalizable Deep Voxel-Guided Morphometry Algorithm for the Detection of Subtle Lesion Dynamics in Multiple Sclerosis.
Front. Neurosci., 2024, 18, p.1326108 .

A. Raj, F. Tollens, A. Caroli, D. Nörenberg and F. Zöllner.
Automated Prognosis of Renal Function Decline in ADPKD Patients using Deep Learning.
medRxiv, 2023, 

A. Raj, F. Tollens, L. Hansen, A. Golla, L. Schad, D. Nörenberg and F. Zöllner.
Deep Learning-Based Total Kidney Volume Segmentation in Autosomal Dominant Polycystic Kidney Disease Using Attention, Cosine Loss, and Sharpness Aware Minimization.
Diagnostics, 2022, 12 (5), p.1159

Patents

Conference Papers

A. Raj, L. Hansen, F. Tollens, D. Nörenberg, G. Villa, A. Caroli and F. Zöllner.
Generalizable Kidney Segmentation for Total Volume Estimation.
In: Maier, A., Deserno, T. M., Handels, H., Maier-Hein, K., Palm, C., Tolxdorff, T.,
Bildverarbeitung für die Medizin 2024. BVM 2024. Informatik aktuell , , 2024, pp.285-290 .

A. Caroli, S. Pasini, T. Vandelboe, A. Raj, L. Garcia-Ruiz, A. Strittmatter, R. Echeverria-Chasco, G. Villa, P. Brambilla, E. Hansen, S. Ringgaard, F. Zöllner, M. Fernandez-Seara, S. Francis and C. Laustsen.
Multicenter and multi-vendor reproducibility of T1, T2 and ADC phantom data on 1.5T and 3T MRI scanners.
Proc Int Soc Magn Reson Med , , 2023 31 .

S. Pasini, T. Vendelboe, A. Raj, L. Garcia-Ruiz, A. Strittmatter, R. Echeverria-Chasco, G. Villa, P. Brambilla, E. Hansen, S. Ringgaard, L. Pierotti, M. Renzulli, F. Zöllner, M. Fernandez-Seara, S. Francis, C. Laustsen and A. Caroli.
Multi-center and multi-vendor reproducibility of T1, T2 and ADC phantom data on 1.5T and 3T MRI scanners.
Proc. 5th International Meeting on Renal Imaging, , , 2023 .

A. Raj, F. Tollens, A. Strittmatter, L. Hansen, D. Noerenberg and F. Zöllner.
Deep Learning based Total Kidney Volume Segmentation in Autosomal Dominant Polycystic Kidney Disease.
Proc. Int. Soc. Magn. Reson. Med. , , 2022 31, p.1438 .

Other Publications

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