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2021

Balkenhol MCA, Ciompi F, Świderska-Chadaj Ż, van de Loo R, Intezar M, Otte-Höller I, Geijs D, Lotz J, Weiss N, de Bel T, Litjens G, Bult P, van der Laak JAWM (2021) Optimized tumour infiltrating lymphocyte assessment for triple negative breast cancer prognostics. The Breast 56:78–87
Bouteldja N, Klinkhammer BM, Bülow RD, Droste P, Otten SW, Freifrau von Stillfried S, Moellmann J, Sheehan SM, Korstanje R, Menzel S, Bankhead P, Mietsch M, Drummer C, Lehrke M, Kramann R, Floege J, Boor P, Merhof D (2021) Deep Learning-Based Segmentation and Quantification in Experimental Kidney Histopathology. J Am Soc Nephrol 32(1):52–68
Chappell MA, McConnell FAK, Golay X, Günther M, Hernandez-Tamames JA, van Osch MJ, Asllani I (2021) Partial volume correction in arterial spin labeling perfusion MRI: A method to disentangle anatomy from physiology or an analysis step too far? NeuroImage 238:118236
Hofmann B (2021) Linking Science and Technology with Arts and the Next Generation: The STEAM Imaging Experimental Artist Residency, A Case Study. Leonardo 54(2):185–190
Homeyer A, Lotz J, Schwen LO, Weiss N, Romberg D, Höfener H, Zerbe N, Hufnagl P (2021) Artificial intelligence in pathology: From prototype to product. J Pathol Inform 12(1):13
Hua C, Wei W, Zhang T, Xu F, Dirsch O, Homeyer A, Settmacher U, Dahmen U (2021) Additional partial hepatectomy at the time of portal vein ligation accelerates the regeneration of the future liver remnant. Sci Rep 11(1):11740
Hyun D, Wiacek A, Goudarzi S, Rothluebbers S, Asif A, Eickel K, Eldar Y, Huang J, Mischi M Rivaz H, Sinden D, van Sloun RJG, Strohm H, Bell MAL (2021) Deep Learning for Ultrasound Image Formation: CUBDL Evaluation Framework & Open Datasets. IEEE Trans Ultrason Ferroelectr Freq Control 1
Kossen T, Subramaniam P, Madai VI, Hennemuth A, Hildebrand K, Hilbert A, Sobesky J, Livne M, Galinovic I, Khalil AA, Fiebach JB, Frey D (2021) Synthesizing anonymized and labeled TOF-MRA patches for brain vessel segmentation using generative adversarial networks. Computers in Biology and Medicine 131:104254
Lessmann N, Sánchez CI, Beenen L, Boulogne LH, Brink M, Calli E, Charbonnier J-P, Dofferhoff T, van Everdingen WM, Gerke PK, Geurts B, Gietema HA, Groeneveld M, van Harten L, Hendrix N, Hendrix W, Huisman HJ, Išgum I, Jacobs C, Kluge R, Kok M, Krdzalic J, Lassen-Schmidt B, van Leeuwen K, Meakin J, Overkamp M, van Rees Vellinga T, van Rikxoort EM, Samperna R, Schaefer-Prokop C, Schalekamp S, Scholten ET, Sital C, Stöger JL, Teuwen J, Venkadesh KV, de Vente C, Vermaat M, Xie W, de Wilde B, Prokop M, van Ginneken B (2021) Automated Assessment of COVID-19 Reporting and Data System and Chest CT Severity Scores in Patients Suspected of Having COVID-19 Using Artificial Intelligence. Radiology 298(1):E18–E28
Liang C, Bai X, Qi C, Sun Q, Han X, Lan T, Zhang H, Zheng X, Liang R, Jiao J, Zheng Z, Fang J, Lei P, Wang Y, Möckel D, Metselaar JM, Storm G, Hennink WE, Kiessling F, Wei H, Lammers T, Shi Y, Wei B (2021) Π electron-stabilized polymeric micelles potentiate docetaxel therapy in advanced-stage gastrointestinal cancer. Biomaterials 266:120432
Mühlberg A, Holch JW, Heinemann V, Huber T, Moltz J, Maurus S, Jäger N, Liu L, Froelich MF, Katzmann A, Gresser E, Taubmann O, Sühling M, Nörenberg D (2021) The relevance of CT-based geometric and radiomics analysis of whole liver tumor burden to predict survival of patients with metastatic colorectal cancer. Eur Radiol 31:834–846
Meyer A, Chlebus G, Rak M, Schindele D, Schostak M, van Ginneken B, Schenk A, Meine H, Hahn HK, Schreiber A, Hansen C (2021) Anisotropic 3D Multi-Stream CNN for Accurate Prostate Segmentation from Multi-Planar MRI. Comput Methods Programs Biomed 200:105821
Mihcin S, Gagliardo C, Toia P, Dennison A, Strehlow J, Melzer A (2021) MR-guided focused ultrasound application for moving target tumor ablation in abdominal area: coil selection. Acta Radiol 62(1):3–11
Nitsch J, Sack J, Halle MW, Moltz JH, Wall A, Rutherford AE, Kikinis R, Meine H (2021) MRI-based radiomic feature analysis of end-stage liver disease for severity stratification. Int J CARS 16(3):457–466
Nolte T, Scholten H, Gross‐Weege N, Amthor T, Koken P, Doneva M, Schulz V (2021) Confounding factors in breast magnetic resonance fingerprinting: B1+, slice profile, and diffusion effects. Magn Reson Med 85(4):1865–1880
Overhoff D, Kohlmann P, Frydrychowicz A, Gatidis S, Loewe C, Moltz J, Kuhnigk J-M, Gutberlet M, Winter H, Völker M, Hahn H, Schoenberg SO (2021) The International Radiomics Platform – An Initiative of the German and Austrian Radiological Societies – First Application Examples. Rofo 193(3):276–288
Pantke D, Mueller F, Reinartz S, Kiessling F, Schulz V (2021) Flow velocity quantification by exploiting the principles of the Doppler effect and magnetic particle imaging. Sci Rep 11:4529
Petersen E, Potdevin Y, Mohammadi E, Zidowitz S, Breyer S, Nowotka D, Henn S, Pechmann L, Leucker M, Rostalski P, Herzog C (2021) Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Technical Challenges and Solutions. Preprint
Schreuder A, Scholten ET, van Ginneken B, Jacobs C (2021) Artificial intelligence for detection and characterization of pulmonary nodules in lung cancer CT screening: ready for practice? Transl Lung Cancer Res 10(5):2378–2388
Theek B, Magnuska Z, Gremse F, Hahn H, Schulz V, Kiessling F (2021) Automation of data analysis in molecular cancer imaging and its potential impact on future clinical practice. Methods 188:30–36
Wachtler T, Bauer P, Denker M, Grün S, Hanke M, Klein J, Oeltze-Jafra S, Ritter P, Rotter S, Scherberger H, Stein A, Witte O (2021) NFDI-Neuro: building a community for neuroscience research data management in Germany. Neuroforum 000010151520200036

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2021

Breutigam NJ, Hoinkiss DC, Buck M, Eickel K, Guenther M, Porter D (2021) Evaluation of Saturation Effects in Simultaneous Multi-Contrast (SMC) Imaging. Proceedings of the 29th Annual Meeting of the ISMRM. 1330
Canalini L, Klein J, Pedrosa de Barros N, Sima DM, Miller D, Hahn HK (2021) Comparison of different automatic solutions for resection cavity segmentation in postoperative MRI volumes including longitudinal acquisitions. Proceedings of SPIE Medical Imaging: Image-Guided Procedures, Robotic Interventions, and Modeling
Hoinkiss DC, Nijsink H, Borm P, Haase S, Futterer J, Strehlow J, Paetz T (2021) Real-Time Slice Steering for MR-Guided Interventions Using Endovascular Devices Equipped with Passive MRI Markers. Proceedings of the 29th Annual Meeting of the ISMRM. 0854
Huber J, Hoinkiss DC, Guenther M (2021) Joint Estimation and Correction of Motion and Geometric Distortion in Segmented 3D Arterial Spin Labeling. Proceedings of the 29th Annual Meeting of the ISMRM. 0468
Huber J, Hoinkiss DC, Guenther M (2021) Robust Implementation of a 3D Pulsed ASL Sequence for Assessment of Liver Perfusion. Proceedings of the 29th Annual Meeting of the ISMRM. 2737
Kuckertz S, Weiler F, Matusche B, Lukas C, Spies L, Klein J, Heldmann S (2021) A system for fully automated monitoring of lesion evolution over time in multiple sclerosis. Proceedings of SPIE Medical Imaging: Computer-Aided Diagnosis
Tschigor C, Chlebus G, Schumann C (2021) Deep Learning-basierte Oberflächenrekonstruktion aus Binärmasken. Bildverarbeitung für die Medizin. Informatik aktuell, pp 304–309
Wilke RN, Konstandin S, Hoinkiss DC, Uecker M, Guenther M (2021) Visual Remote Control of MRI Reconstruction Toolboxes. Proceedings of the 29th Annual Meeting of the ISMRM. 3770