Fraunhofer Institute for Digital Medicine MEVIS2021
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
Fedorov A, Longabaugh WJR, Pot D, Clunie DA, Pieper S, Aerts HJWL, Homeyer A, Lewis R, Akbarzadeh A, Bontempi D, Clifford W, Herrmann MD, Hofener H, Octaviano I, Osborne C, Paquette S, Petts J, Punzo D, Reyes M, Schacherer DP, Tian M, White G, Ziegler E, Shmulevich I, Pihl T, Wagner U, Farahani K, Kikinis R (2021) NCI Imaging Data Commons. Cancer Res 81(16):4188–4193
Hackenberg A, Worthmann K, Pätz T, Keiner D, Oertel J, Flaßkamp K (2021) Neurosurgery planning based on automated image recognition and optimal path design. at – Automatisierungstechnik 69(8):708–721
Han T, Nebelung S, Pedersoli F, Zimmermann M, Schulze-Hagen M, Ho M, Haarburger C, Kiessling F, Kuhl C, Schulz V, Truhn D (2021) Advancing diagnostic performance and clinical usability of neural networks via adversarial training and dual batch normalization. Nat Commun 12(1):4315
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
Jäckle S, Eixmann T., Matysiak F, Sieren MM, Horn M, Schulz-Hildebrandt H, Hüttmann G, Pätz T (2021) 3D Stent Graft Guidance based on Tracking Systems for Endovascular Aneurysm Repair. Curr Dir Biomed Eng 7(1):17–20
Jäckle S, Lange A, García-Vázquez V, Eixmann T, Matysiak F, Sieren MM, Horn M, Schulz-Hildebrandt H, Hüttmann G, Ernst F, Heldmann S, Pätz T, Preusser T (2021) Instrument Localization for Endovascular Aneurysm Repair – Comparison of two methods based on Tracking Systems or using Imaging. Int J Med Robot Comput Assist Surg
Jäckle S, Röger E, Dicken V, Geisler B, Schumacher J, Westphal M (2021) A Statistical Model to Assess Risk for Supporting COVID-19 Quarantine Decisions. Int J Environ Res Public Health 18(17)
Karstensen L, Paetz T, Mathis-Ullrich F, Stallkamp J (2021) Facile Testbed for Robotic X-ray based Endovascular Interventions. Current Directions in Biomedical Engineering 7(1):121–125
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
Kostrzewa M, Rothfuss A, Pätz T, Kühne M, Schoenberg SO, Diehl SJ, Stallkamp J, Rathmann N (2021) Robotic Assistance System for Cone-Beam Computed Tomography-Guided Percutaneous Needle Placement. JVIR
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
Stoja E, Konstandin S, Philipp D, Wilke RN, Betancourt D, Bertuch T, Jenne J, Umathum R, Guenther M (2021) Improving magnetic resonance imaging with smart and thin metasurfaces. Scientific Reports 11(1):16179
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
