2024
Azad R, Kazerouni A, Heidari M, Aghdam EK, Molaei A, Jia Y, Jose A, Roy R, Merhof D (2024) Advances in medical image analysis with vision Transformers: A comprehensive review. Medical Image Analysis 91:103000
Baeßler B, Engelhardt S, Hekalo A, Hennemuth A, Hüllebrand M, Laube A, Scherer C, Tölle M, Wech T (2024) Perfect Match: Radiomics and Artificial Intelligence in Cardiac Imaging. Circ: Cardiovascular Imaging 17(6)
Brandenburg LS, Georgii J, Schmelzeisen R, Spies BC, Burkhardt F, Fuessinger MA, Rothweiler RM, Gross C, Schlager S, Metzger MC (2024) Reconstruction of dental roots for implant planning purposes: a retrospective computational and radiographic assessment of single-implant cases. Int J CARS 19(3):591–599
Brosig J, Krüger N, Wamala I, Ivantsits M, Sündermann S, Kempfert J, Heldmann S, Hennemuth A (2024) Learning 3D aortic root assessment based on sparse annotations. Proceedings of SPIE Medical Imaging: Computer-Aided Diagnosis 12927:129271S
Buck MA, Eickel K, Günther M (2024) Development of a robust velocity selective arterial spin labeling sequence to address B0- and B1-field inhomogeneities for breast imaging. Magn Reson Mater Phy 37(S1):1–781(P412)
Cetin AI, Turhan G, Padrela BE, Mahroo A, Konstandin S, Honkiss DC, Breutigam N-J, Keil V, Barkhof F, Danyeli AE, Özduman K, Necmettin Pamir MN, Eickel K, Mutsaerts H-J, Petr J, Günther M, Dincer A, Ozturk-Isik E (2024) Tissue-specific T2 BBB-ASL in Meningiomas. Magn Reson Mater Phy 37(S1):1–781(P416)
Dahm IC, Kolb M, Altmann S, Nikolaou K, Gatidis S, Othman AE, Hering A, Moltz JH, Peisen F (2024) Reliability of Automated RECIST 1.1 and Volumetric RECIST Target Lesion Response Evaluation in Follow-Up CT—A Multi-Center, Multi-Observer Reading Study. Cancers 16(23):4009
Floca R, Bohn J, Haux C, Wiestler B, Zöllner FG, Reinke A, Weiß J, Nolden M, Albert S, Persigehl T, Norajitra T, Baeßler B, Dewey M, Braren R, Büchert M, Fallenberg EM, Galldiks N, Gerken A, Götz M, Hahn HK, Haubold J, Haueise T, Große Hokamp N, Ingrisch M, Iuga A-I, Janoschke M, Jung M, Kiefer LS, Lohmann P, Machann J, Moltz JH, Nattenmüller J, Nonnenmacher T, Oerther B, Othman AE, Peisen F, Schick F, Umutlu L, Wichtmann BD, Zhao W, Caspers S, Schlemmer H-P, Schlett CL, Maier-Hein K, Bamberg F (2024) Radiomics workflow definition & challenges – German priority program 2177 consensus statement on clinically applied radiomics. Insights Imaging 15(1)
Gerhardt P, Shehu N, Ferrari I, Hüllebrandt M, Hennemuth A, Martinoff S, Ewert P, Stern H, Meierhofer C (2024) Quantifying aortic valve regurgitation in patients with congenital aortic valve disease by 2D and 4D flow magnetic resonance analysis. International Journal of Cardiology 408:132084
Hering A, Westphal M, Gerken A, Almansour H, Maurer M, Geisler B, Kohlbrandt T, Eigentler T, Amaral T, Lessmann N, Gatidis S, Hahn H, Nikolaou K, Othman A, Moltz J, Peisen F (2024) Improving assessment of lesions in longitudinal CT scans: a bi-institutional reader study on an AI-assisted registration and volumetric segmentation workflow. International Journal of Computer Assisted Radiology and Surgery 19:1689–1697
Hottenrott S, Bendz P, Meybohm P, Bauer E, Schmee S, Haas T, Kranke P, Rumpf F, Helmer P, Hennemuth A, Westphal M, Alpers R, Hüllebrand M, Börm P, Blanck N, Zacharowski K, Vo L, Booms P, Ghanem A, Wolfram C, Yürek F, Salgado E, Spies C, Balzer F, Flothow A, Sundmacher L, König A, Schüttig W, von Dincklage F, Nagel SK, Heilinger J-C (2024) KI-augmentierte perioperative klinische Entscheidungsunterstüt- zung (KIPeriOP) – Studiendesign und erste Zwischenergebnisse. Anästh Intensivmed 65:156–172
Ivantsits M, Tautz L, Huellebrand M, Walczak L, Akansel S, Khasyanova I, Kempfert J, Sündermann S, Falk V, Hennemuth A (2024) MV-GNN: Generation of continuous geometric representations of mitral valve motion from 3D+t echocardiography. Computers in Biology and Medicine 182:109154
Khatami SG, Sargsyan A, Russo MF, Domingo-Fernández D, Zaliani A, Kaladharan A, Sethumadhavan P, Mubeen S, Gadiya Y, Karki R, Gebel S, Ruppa Surulinathan RK, Lage-Rupprecht V, Archipovas S, Mingrone G, Jacobs M, Claussen C, Hofmann-Apitius M, Kodamullil AT (2024) Curating, Collecting, and Cataloguing Global COVID-19 Datasets for the Aim of Predicting Personalized Risk. Data 9(2):25
Kraft V, Schumann C, Salzmann D, Weyhe D, Zachmann G, Schenk A (2024) A Clinical User Study Investigating the Benefits of Adaptive Volumetric Illumination Sampling. IEEE TVCG 1–8
Lassen-Schmidt B, Baessler B, Gutberlet M, Berger J, Brendel JM, Bucher AM, Emrich T, Fervers P, Kottlors J, Kuhl P, May MS, Penzkofer T, Persigehl T, Renz D, Sähn M-J, Siegler L, Kohlmann P, Köhn A, Link F, Meine H, Thiemann MT, Hahn HK, Sieren MM (2024) Cooperative AI training for cardiothoracic segmentation in computed tomography: An iterative multi-center annotation approach. European Journal of Radiology 176:111534
Laue HOA (2024) Editorial for “Detection of Treatment Response in Triple-Negative Breast Tumors to Paclitaxel Using MRI Cell Size Imaging”. J Magn Reson Imaging 59(2):585–586
Magnuska ZA, Roy R, Palmowski M, Kohlen M, Winkler BS, Pfeil T, Boor P, Schulz V, Krauss K, Stickeler E, Kiessling F, Moy L, Weintraub E (2024) Combining Radiomics and Autoencoders to Distinguish Benign and Malignant Breast Tumors on US Images. Radiology 312(3)
Mahroo A, Konstandin S, Günther M (2024) Blood–Brain Barrier Permeability to Water Measured Using Multiple Echo Time Arterial Spin Labeling<scp>MRI</scp>in the Aging Human Brain. Magnetic Resonance Imaging 59(4):1269–1282
Manini C, Hüllebrand M, Walczak L, Nordmeyer S, Jarmatz L, Kuehne T, Stern H, Meierhofer C, Harloff A, Erley J, Kelle S, Bannas P, Trauzeddel RF, Schulz-Menger J, Hennemuth A (2024) Impact of training data composition on the generalizability of convolutional neural network aortic cross-section segmentation in four-dimensional magnetic resonance flow imaging. Journal of Cardiovascular Magnetic Resonance 26(2):101081
Manini C, Nemchyna O, Akansel S, Walczak L, Tautz L, Kolbitsch C, Falk V, Sündermann S, Kühne T, Schulz-Menger J, Hennemuth A (2024) A simulation-based phantom model for generating synthetic mitral valve image data–application to MRI acquisition planning. Int J CARS 19(3):553–569
Mayr MF, Siegel M, Taghizadeh E, Obid P, Schmal H, Izadpanah K (2024) Prediction of the Hamstring Graft Size for ACL Reconstruction Using Different Axial Layers in Preoperative MRI. Jpm 14(6):582
Morgan CA, Thomas DL, Shao X, Mahroo A, Manson TJ, Suresh V, Jansson D, Ohene Y, Günther M, Wang DJJ, Tippett LJ, Dragunow M (2024) Measurement of blood–brain barrier water exchange rate using diffusion-prepared and multi-echo arterial spin labelling: Comparison of quantitative values and age dependence. NMR In Biomed
Nicke T, Schaefer JR, Hoefener H, Feuerhake F, Merhof D, Kiessling F, Lotz J (2024) Tissue Concepts: supervised foundation models in computational pathology
Padrela B, Mahroo A, Tee M, Sneve MH, Moyaert P, Geier O, Kuijer JPA, Beun S, Nordhøy W, Zhu YD, Buck MA, Hoinkiss DC, Konstandin S, Huber J, Wiersinga J, Rikken R, de Leeuw D, Grydeland H, Tippett L, Cawston EE, Ozturk-Isik E, Linn J, Brandt M, Tijms BM, van de Giessen EM, Muller M, Fjell A, Walhovd K, Bjørnerud A, Pålhaugen L, Selnes P, Clement P, Achten E, Anazodo U, Barkhof F, Hilal S, Fladby T, Eickel K, Morgan C, Thomas DL, Petr J, Günther M, Mutsaerts HJMM (2024) Developing blood-brain barrier arterial spin labelling as a non-invasive early biomarker of Alzheimer’s disease (DEBBIE-AD): a prospective observational multicohort study protocol. BMJ Open 14(3):e081635
Peisen F, Gerken A, Dahm I, Nikolaou K, Eigentler T, Amaral T, Moltz JH, Othman AE, Gatidis S (2024) Pre-treatment 18F-FDG-PET/CT parameters as biomarkers for progression free survival, best overall response and overall survival in metastatic melanoma patients undergoing first-line immunotherapy. PLoS ONE 19(1):e0296253
Peisen F, Gerken A, Hering A, Dahm I, Nikolaou K, Gatidis S, Eigentler TK, Amaral T, Moltz JH, Othman AE (2024) Can Delta Radiomics Improve the Prediction of Best Overall Response, Progression-Free Survival, and Overall Survival of Melanoma Patients Treated with Immune Checkpoint Inhibitors? Cancers 16(15):2669
Pizzini FB, Boscolo Galazzo I, Natale V, Ribaldi F, Scheffler M, Caranci F, Lovblad K-O, Menegaz G, Frisoni GB, Gunther M (2024) Insights into single-timepoint ASL hemodynamics: what visual assessment and spatial coefficient of variation can tell. Radiol med 129(3):467–477
Prasser F, Riedel N, Wolter S, Corr D, Ludwig M (2024) Künstliche Intelligenz und sichere Gesundheitsdatennutzung im Projekt KI-FDZ: Anonymisierung, Synthetisierung und sichere Verarbeitung für Real-World-Daten. Bundesgesundheitsbl
Rörich A, Lange A, Heldmann S, Moltz JH, Walczak L, Yarar-Schlickewei S, Güttler F, Georgii J (2024) Inferring 3D finger bone shapes from 2D images – a detailed analysis of shape accuracy. Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization 12(1)
Redlich J-P, Feuerhake F, Weis J, Schaadt NS, Teuber-Hanselmann S, Buck C, Luttmann S, Eberle A, Nikolin S, Appenzeller A, Portmann A, Homeyer A (2024) Applications of artificial intelligence in the analysis of histopathology images of gliomas: a review. npj Imaging 2(1)
Rix A, Heinrichs H, Porte C, Leenaars C, Bleich A, Kiessling F (2024) Ultrasound-induced immune responses in tumors: A systematic review and meta-analysis. Journal of Controlled Release 371:146–157
Rovedo P, Meine H, Hucker P, Taghizadeh E, Izadpanah K, Zaitsev M, Lange T (2024) Time‐Resolved Quantification of Patellofemoral Cartilage Deformation in Response to Loading and Unloading via Dynamic MRI With Prospective Motion Correction. Magnetic Resonance Imaging 60(1):175–183
Schäfer R, Nicke T, Höfener H, Lange A, Merhof D, Feuerhake F, Schulz V, Lotz J, Kiessling F (2024) Overcoming data scarcity in biomedical imaging with a foundational multi-task model. Nat Comput Sci online first
Schraven S, Brück R, Rosenhain S, Lemainque T, Heines D, Noormohammadian H, Pabst O, Lederle W, Gremse F, Kiessling F (2024) CT- and MRI-Aided Fluorescence Tomography Reconstructions for Biodistribution Analysis. Invest Radiol 59(7):504–512
Schumacher J, Brüssermann S, Geisler B, Jäckle S (2024) COVID-19 isolation and quarantine orders in Berlin-Reinickendorf (Germany): How many, how long and to whom? PLOS ONE 19(3):e0271848
Shalom ES, Kim H, van der Heijden RA, Ahmed Z, Patel R, Hormuth II DA, DiCarlo JC, Yankeelov TE, Sisco NJ, Dortch RD, Stokes AM, Inglese M, Grech‐Sollars M, Toschi N, Sahoo P, Singh A, Verma SK, Rathore DK, Kazerouni AS, Partridge SC, LoCastro E, Paudyal R, Wolansky IA, Shukla‐Dave A, Schouten P, Gurney‐Champion OJ, Jiřík R, Macíček O, Bartoš M, Vitouš J, Das AB, Kim SG, Bokacheva L, Mikheev A, Rusinek H, Berks M, Hubbard Cristinacce PL, Little RA, Cheung S, O'Connor JPB, Parker GJM, Moloney B, LaViolette PS, Bobholz S, Duenweg S, Virostko J, Laue HO, Sung K, Nabavizadeh A, Saligheh Rad H, Hu LS, Sourbron S, Bell LC, Fathi Kazerooni A (2024) The ISMRM Open Science Initiative for Perfusion Imaging (OSIPI): Results from the OSIPI–Dynamic Contrast‐Enhanced challenge. Magn Reson Med 91(5):1803–1821
Stader JM, Recker F, Tonguc T, Ramig O, Thudium M, Matlac D, Mutschler N, Egger EK, Mustea A, Küppers J, Essler M, Jenne J, Strunk HM, Conrad R, Marinova M (2024) Clinical experience with shear wave elastography (SWE) for assessing healthy uterus in a transabdominal approach. Sci Rep 14(1)
Strohm H, Rothluebbers S, Perotti L, Stamm O, Fournelle M, Jenne J, Guenther M (2024) Contraction assessment of abdominal muscles using automated segmentation designed for wearable ultrasound applications. IJCARS
Walluscheck S, Gerken A, Galinovic I, Villringer K, Fiebach JB, Klein J, Heldmann S (2024) Generative adversarial network–based reconstruction of healthy anatomy for anomaly detection in brain CT scans. JMI 11(4)
Wegner F, Heinrichs H, Stahlmann K, Molwitz I, Keller-Yamamura S, Kloeckner R, Barkhausen J, Bäuerle T, Cyran CC, Dietzel M, Eisenblätter M, Hilger I, Jung C, Schick F, Kiessling F, Bannas P (2024) Motivation and success factors in radiological research in Germany – Results of a survey by the Methodology and Research Working Group of the German Radiological Society. RöFo
Westphal M, Zapf A (2024) Statistical inference for diagnostic test accuracy studies with multiple comparisons. Stat Methods Med Res 33(4):669–680
Woods JG, Achten E, Asllani I, Bolar DS, Dai W, Detre JA, Fan AP, Fernández‐Seara MA, Golay X, Günther M, Guo J, Hernandez‐Garcia L, Ho M‐L, Juttukonda MR, Lu H, MacIntosh BJ, Madhuranthakam AJ, Mutsaerts H‐J, Okell TW, Parkes LM, Pinter N, Pinto J, Qin Q, Smits M, Suzuki Y, Thomas DL, Van Osch MJP, Wang DJJ, Warnert EAH, Zaharchuk G, Zelaya F, Zhao M, Chappell MA (2024) Recommendations for quantitative cerebral perfusion<scp>MRI</scp>using multi‐timepoint arterial spin labeling: Acquisition, quantification, and clinical applications. Magnetic Resonance in Med 92(2):469–495
Yilmaz T, Siegel M, Taghizadeh E, Fuchs A, Niemeyer P, Schmal H, Izadpanah K (2024) The transepicondylar distance is a reliable and easily measured parameter for estimating femoral cartilage surface area using MRI. Knee Surg Sports Traumatol Arthrosc. online first
Zerbe N, Schwen LO, Geißler C, Wiesemann K, Bisson T, Boor P, Carvalho R, Franz M, Jansen C, Kiehl TR, Lindequist B, Pohlan NC, Schmell S, Strohmenger K, Zakrzewski F, Plass M, Takla M, Küster T, Homeyer A, Hufnagl P (2024) Joining forces for pathology diagnostics with AI assistance: The EMPAIA initiative. Journal of Pathology Informatics 100387
2023
Alpers R, Kühne L, Hung-Phoc T, Zeeb H, Westphal M, Jäckle S (2023) Evaluation of the EsteR Toolkit for COVID-19 Decision Support: Sensitivity Analysis and Usability Study. JMIR Form Res 7:e44549
Awan R, Raza SEA, Lotz J, Weiss N, Rajpoot N (2023) Deep feature based cross-slide registration. Computerized Medical Imaging and Graphics 104:102162
Berijanian M, Schaadt NS, Huang B, Lotz J, Feuerhake F, Merhof D (2023) Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy. Journal of Pathology Informatics 14:100195
Biancacci I, De Santis D, Rama E, Benderski K, Momoh J, Pohlberger R, Moeckel D, Kaps L, Rijcken CJF, Prakash J, Thewissen M, Kiessling F, Shi Y, Peña Q, Sofias AM, Consolino L, Lammers T (2023) Repurposing Tamoxifen for Tumor Microenvironment Priming and Enhanced Tumor‐Targeted Drug Delivery. Advanced Therapeutics 6(11)
Bilic P, Christ P, Li HB, Vorontsov E, Ben-Cohen A, Kaissis G, Szeskin A, Jacobs C, Mamani GEH, Chartrand G, Lohöfer F, Holch JW, Sommer W, Hofmann F, Hostettler A, Lev-Cohain N, Drozdzal M, Amitai MM, Vivanti R, Sosna J, Ezhov I, Sekuboyina A, Navarro F, Kofler F, Paetzold JC, Shit S, Hu X, Lipková J, Rempfler M, Piraud M, Kirschke J, Wiestler B, Zhang Z, Hülsemeyer C, Beetz M, Ettlinger F, Antonelli M, Bae W, Bellver M, Bi L, Chen H, Chlebus G, Dam EB, Dou Q, Fu C-W, Georgescu B, Giró-i-Nieto X, Gruen F, Han X, Heng P-A, Hesser J, Moltz JH, Igel C, Isensee F, Jäger P, Jia F, Kaluva KC, Khened M, Kim I, Kim J-H, Kim S, Kohl S, Konopczynski T, Kori A, Krishnamurthi G, Li F, Li H, Li J, Li X, Lowengrub J, Ma J, Maier-Hein K, Maninis K-K, Meine H, Merhof D, Pai A, Perslev M, Petersen J, Pont-Tuset J, Qi J, Qi X, Rippel O, Roth K, Sarasua I, Schenk A, Shen Z, Torres J, Wachinger C, Wang C, Weninger L, Wu J, Xu D, Yang X, Yu SC-H, Yuan Y, Yue M, Zhang L, Cardoso J, Bakas S, Braren R, Heinemann V, Pal C, Tang A, Kadoury S, Soler L, van Ginneken B, Greenspan H, Joskowicz L, Menze B (2023) The Liver Tumor Segmentation Benchmark (LiTS). Medical Image Analysis 84:102680
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Bouteldja N, Hölscher DL, Klinkhammer BM, Buelow RD, Lotz J, Weiss N, Daniel C, Amann K, Boor P (2023) Stain-Independent Deep Learning–Based Analysis of Digital Kidney Histopathology. The American Journal of Pathology 193(1):73–83
Breutigam N-J, Hoinkiss DC, Konstandin S, Buck MA, Mahroo A, Eickel K, von Samson-Himmelstjerna F, Günther M (2023) Subject-specific timing adaption in time-encoded arterial spin labeling imaging. Magnetic Resonance Materials in Physics, Biology and Medicine
Budelmann D, Qing C, Laue HOA, Albadry M, Dahmen U, Schwen LO (2023) Segmentation of Lipid Droplets in Histological Images. MIDL
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de Jager NS, van Oostenbrugge TJ, Pätz T, Jenniskens SFM, Fütterer JJ, Langenhuijsen JF, Overduin CG (2023) Intraoperative MRI-derived volumetric ablation margins and initial correlation with local outcome after MRI-guided cryoablation of renal tumors. Cancer Imaging 23(31)
Ezhov I, Scibilia K, Franitza K, Steinbauer F, Shit S, Zimmer L, Lipkova J, Kofler F, Paetzold JC, Canalini L, Waldmannstetter D, Menten MJ, Metz M, Wiestler B, Menze B (2023) Learn-Morph-Infer: A new way of solving the inverse problem for brain tumor modeling. Medical Image Analysis 83:102672
Fedorov A, Longabaugh WJR, Pot D, Clunie DA, Pieper SD, Gibbs DL, Bridge C, Herrmann MD, Homeyer A, Lewis R, Aerts HJWL, Krishnaswamy D, Thiriveedhi VK, Ciausu C, Schacherer DP, Bontempi D, Pihl T, Wagner U, Farahani K, Kim E, Kikinis R (2023) National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence. RadioGraphics 43(12):e230180
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Gerken A, Walluscheck S, Kohlmann P, Galinovic I, Villringer K, Fiebach JB, Klein J, Heldmann S (2023) Deep learning-based segmentation of brain parenchyma and ventricular system in CT scans in the presence of anomalies. Front. Neuroimaging 2:1228255
Guillemin PC, Sinden D, M’Rad Y, Schwenke M, Le Guevelou J, Uiterwijk JWE, Lorton O, Scheffler M, Poletti P-A, Jenne J, Zilli T, Salomir R (2023) A Novel Concept of Transperineal Focused Ultrasound Transducer for Prostate Cancer Local Deep Hyperthermia Treatments. Cancers 15(1):163
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Kazerouni A, Aghdam EK, Heidari M, Azad R, Fayyaz M, Hacihaliloglu I, Merhof D (2023) Diffusion models in medical imaging: A comprehensive survey. Medical Image Analysis 88:102846
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Kock F, Thielke F, Abolmaali N, Meine H, Schenk A (2023) Suitability of DNN-based vessel segmentation for SIRT planning. Int J CARS
Koplin C, Schwarz-Fischer E, Zschippang E, Löw YM, Czekalla M, Seibel A, Rörich A, Georgii J, Güttler F, Yarar-Schlickewei S, Kailer A (2023) Design of Reliable Remobilisation Finger Implants with Geometry Elements of a Triple Periodic Minimal Surface Structure via Additive Manufacturing of Silicon Nitride. J — Multidisciplinary Scientific Journal 6(1):180–197
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Laue HOA (2023) Editorial for “Detection of Treatment Response in Triple-Negative Breast Tumors to Paclitaxel Using MRI Cell Size Imaging”. J Magn Reson Imaging
Laue HOA, Persigehl T (2023) Editorial for “Computed DWI Results in Superior Capability for N-Stage Assessment of Non-Small Cell Lung Cancer than that of Actual DWI, STIR Imaging and FDG-PET/CT”. J Magn Reson Imaging 57(1):273–274
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Lindner T, Bolar DS, Achten E, Barkhof F, Bastos‐Leite AJ, Detre JA, Golay X, Günther M, Wang DJJ, Haller S, Ingala S, Jäger HR, Jahng G‐H, Juttukonda MR, Keil VC, Kimura H, Ho M‐L, Lequin M, Lou X, Petr J, Pinter N, Pizzini FB, Smits M, Sokolska M, Zaharchuk G, Mutsaerts HJMM (2023) Current state and guidance on arterial spin labeling perfusion MRIin clinical neuroimaging. Magn Reson Med 89(5):2024–2047
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Schreuder A, Jacobs C, Lessmann N, Broeders MJM, Silva M, Išgum I, de Jong PA, van den Heuvel MM, Sverzellati N, Prokop M, Pastorino U, Schaefer-Prokop CM, van Ginneken B (2022) Scan-based competing death risk model for re-evaluating lung cancer computed tomography screening eligibility. Eur Respir J 59(5):2101613
Schuppert C, v. Kruechten R, Hirsch JG, Rospleszcz S, Hoinkiss DC, Selder S, Köhn A, v. Stackelberg O, Peters A, Völzke H, Niendorf T, Forsting M, Hosten N, Hendel T, Pischon T, Jöckel K, Kaaks R, Bamberg F, Kauczor H, Günther M, Schlett C, the German National Cohort MRI Study Investigators (2022) Whole-Body Magnetic Resonance Imaging in the Large Population-Based German National Cohort Study. Invest Radiol 57(7):478–487
Schwen LO, Schacherer D, Geißler C, Homeyer A (2022) Evaluating generic AutoML tools for computational pathology. Inform Med Unlocked 29:100853
Sieren MM, Widmann C, Weiss N, Moltz JH, Link F, Wegner F, Stahlberg E, Horn M, Oechtering TH, Goltz JP, Barkhausen J, Frydrychowicz A (2022) Automated segmentation and quantification of the healthy and diseased aorta in CT angiographies using a dedicated deep learning approach. Eur Radiol 32:690–701
Sieren MM, Balks MF, Schlueter JK, Wegner F, Huellebrand M, Scharfschwerdt M, Barkhausen J, Frydrychowicz A, Gabbert DD, Oechtering TH (2022) Comprehensive analysis of haemodynamics in patients with physiologically curved prostheses of the ascending aorta. Eur J Cardiothorac Surg 62(1):ezab352
Sieren MM, Jäckle S, Eixmann T, Schulz-Hildebrandt H, Matysiak F, Preuss M, García-Vázquez V, Stahlberg E, Kleemann M, Barkhausen J, Goltz JP, Horn M (2022) Radiation-Free Thoracic Endovascular Aneurysm Repair with Fiberoptic and Electromagnetic Guidance: A Phantom Study. J Vasc Interv Radiol 33(4):384–391.e7
Ssali T, Narciso L, Hicks J, Liu L, Jesso S, Richardson L, Günther M, Konstandin S, Eickel K, Prato F, Anazodo UC, Finger E, St Lawrence K (2022) Concordance of regional hypoperfusion by pCASL MRI and 15O-water PET in frontotemporal dementia: Is pCASL an efficacious alternative? NeuroImage: Clinical 33:102950
Ssali T, Anazodo UC, Narciso L, Liu L, Jesso S, Richardson L, Günther M, Konstandin S, Eickel K, Prato F, Finger E, St. Lawrence K (2022) Sensitivity of Arterial Spin Labeling for Characterization of Longitudinal Perfusion Changes in Frontotemporal Dementia and Related Disorders. NeuroImage: Clinical 35:102853
Subramaniam P, Kossen T, Ritter K, Hennemuth A, Hildebrand K, Hilbert A, Sobesky J, Livne M, Galinovic I, Khalil AA, Fiebach JB, Frey D, Madai VI (2022) Generating 3D TOF-MRA volumes and segmentation labels using generative adversarial networks. Med Image Anal 78:102396
Thamm M, Rosenhain S, Leonardic K, Höfter A, Kiessling F, Osl F, Pöschinger T, Gremse F (2022) Intrinsic Respiratory Gating for Simultaneous Multi-Mouse μCT Imaging to Assess Liver Tumors. Front Med 9:878966
Vellguth K, Barbieri F, Reinthaler M, Kasner M, Landmesser U, Kuehne T, Hennemuth A, Walczak L, Goubergrits L (2022) Effect of transcatheter edge-to-edge repair device position on diastolic hemodynamic parameters: An echocardiography-based simulation study. Front Cardiovasc Med 9:915074
Walczak L, Georgii J, Tautz L, Neugebauer M, Wamala I, Sündermann S, Falk V, Hennemuth A (2022) Using Position‐Based Dynamics for Simulating Mitral Valve Closure and Repair Procedures. Comput Graph Forum 41(1):270–287
Weber CE, Krämer J, Wittayer M, Gregori J, Randoll S, Weiler F, Heldmann S, Roßmanith C, Platten M, Gass A, Eisele P (2022) Association of iron rim lesions with brain and cervical cord volume in relapsing multiple sclerosis. Eur Radiol 32(3):2012–2022
Weber J-PD, Spiro JE, Scheffler M, Wolf J, Nogova L, Tittgemeyer M, Maintz D, Laue H, Persigehl T, Baltzer PAT (2022) Reproducibility of dynamic contrast enhanced MRI derived transfer coefficient Ktrans in lung cancer. PLoS ONE 17(3):e0265056
Westphal M, Zapf A, Brannath W (2022) A multiple testing framework for diagnostic accuracy studies with co‐primary endpoints. Stat Med 41(5):891–909
Zanderigo E, Huck L, Distelmaier M, Dethlefsen E, Maywald M, Truhn D, Dirrichs T, Doneva M, Schulz V, Kuhl CK, Nolte T (2022) Feasibility study of 2D Dixon-Magnetic Resonance Fingerprinting (MRF) of breast cancer. Eur J Radiol Open 9:100453
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
Buchner B, Haber AC, Hahn HK, Prasser F, Kusch H, Sax U, Schmidt CO (2021) Das Modell der Datentreuhand in der medizinischen Forschung. Datenschutz Datensich 45(12):806–810
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
Cremer C, Merkes JM, Bub CL, Rommel D, Patureau FW, Banala S (2021) Leucomethylene blue probe detects a broad spectrum of reactive oxygen and nitrogen species. RSC Adv 11(51):32295–32299
Doleschel D, Hoff S, Koletnik S, Rix A, Zopf D, Kiessling F, Lederle W (2021) Regorafenib enhances anti-PD1 immunotherapy efficacy in murine colorectal cancers and their combination prevents tumor regrowth. J Exp Clin Cancer Res 40(1):288
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
Gebauer L, Moltz JH, Mühlberg A, Holch JW, Huber T, Enke J, Jäger N, Haas M, Kruger S, Boeck S, Sühling M, Katzmann A, Hahn H, Kunz WG, Heinemann V, Nörenberg D, Maurus S (2021) Quantitative Imaging Biomarkers of the Whole Liver Tumor Burden Improve Survival Prediction in Metastatic Pancreatic Cancer. Cancers 13(22):5732
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
Hering A, Häger S, Moltz J, Lessmann N, Heldmann S, van Ginneken B (2021) CNN-based lung CT registration with multiple anatomical constraints. Med Image Anal 72:102139
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 68(12):3466–3483
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 17(6):e2327
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):9166
Karstensen L, Paetz T, Mathis-Ullrich F, Stallkamp J (2021) Facile Testbed for Robotic X-ray based Endovascular Interventions. Curr Dir Biomed Eng 7(1):121–125
Kiessling F (2021) US Microbubbles as Smart Sensors of Portal Venous Pressure. Radiology 298(1):112–113
Klinkhammer BM, Lammers T, Mottaghy FM, Kiessling F, Floege J, Boor P (2021) Non-invasive molecular imaging of kidney diseases. Nat Rev Nephrol 17(10):688–703
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. Comput Biol Med 131:104254
Kraft V, Schumann C, Salzmann D, Nopper H, Lück T, Weyhe D, Schenk A (2021) Towards realistic organ models for 3D printing and visualization. Current Directions in Biomedical Engineering 7(1):166–170
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
Mahroo A, Buck M, Huber J, Breutigam N-J, Mutsaerts H, Craig M, Chappell M, Günther M (2021) Robust Multi-TE ASL-Based Blood–Brain Barrier Integrity Measurements. Front. Neurosci 15:719676
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
Merkes JM, Banala S (2021) Temperature‐Controlled Conversion of Boc‐Protected Methylene Blue: Advancing Solid‐State Time‐Temperature Indicators. ChemistryOpen 10(11):1129–1132
Merkes JM, Ostlender T, Wang F, Kiessling F, Sun H, Banala S (2021) Tuning the optical properties of BODIPY dyes by N-rich heterocycle conjugation using a combined synthesis and computational approach. New J Chem 45(42):19641–19645
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
Neumann K, Schidlowski M, Günther M, Stöcker T, Düzel E (2021) Reliability and Reproducibility of Hadamard Encoded Pseudo-Continuous Arterial Spin Labeling in Healthy Elderly. Front Neurosci 15:711898
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
Nolte T, Vaidya N, Baragona M, Elevelt A, Lavezzo V, Maessen R, Schulz V, Veroy K (2021) Study of flow effects on temperature‐controlled radiofrequency ablation using phantom experiments and forward simulations. Med Phys 48(9):4754–4768
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
Runte K, Brosien K, Schubert C, Nordmeyer J, Kramer P, Schubert S, Berger F, Hennemuth A, Kuehne T, Kelm M, Goubergrits L (2021) Image-Based Computational Model Predicts Dobutamine-Induced Hemodynamic Changes in Patients With Aortic Coarctation. Circ Cardiovasc Imaging 14(2)
Schmidt CO, Fluck J, Golebiewski M, Grabenhenrich L, Hahn H, Kirsten T, Klammt S, Löbe M, Sax U, Thun S, Pigeot I, Ahrens W, Darms J, Henke J, Hu X, Klopfenstein S, Langnickel L, Lassen-Schmidt B, Pohlabeln H, Lieser M, Näher A-F, Scholz M, Vorisek C, Waltemath D, Wünsche H (2021) Making COVID-19 research data more accessible—building a nationwide information infrastructure. Bundesgesundheitsbl 64(9):1084–1092
Schreuder A, Jacobs C, Lessmann N, Broeders MJM, Silva M, Išgum I, de Jong PA, Sverzellati N, Prokop M, Pastorino U, Schaefer-Prokop CM, van Ginneken B (2021) Combining pulmonary and cardiac computed tomography biomarkers for disease-specific risk modelling in lung cancer screening. Eur Respir J 58(3):2003386
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
Tonguc T, Strunk H, Gonzalez-Carmona MA, Recker F, Lütjohann D, Thudium M, Conrad R, Becher MU, Savchenko O, Davidova D, Luechters G, Mustea A, Strassburg CP, Attenberger U, Pieper CC, Jenne J, Marinova M (2021) US-guided high-intensity focused ultrasound (HIFU) of abdominal tumors: outcome, early ablation-related laboratory changes and inflammatory reaction. A single-center experience from Germany. Int J Hyperthermia 38(2):65–74
Walczak L, Tautz L, Neugebauer M, Georgii J, Wamala I, Sündermann S, Falk V, Hennemuth A (2021) Interactive editing of virtual chordae tendineae for the simulation of the mitral valve in a decision support system. Int J CARS 16(1):125–132
Zuo S, Al Rawashdeh W’el, Rosenhain S, Magnuska Z, Gyamfuah YG, Kiessling F, Gremse F (2021) Mixing Matrix-corrected Whole-body Pharmacokinetic Modeling Using Longitudinal Micro-computed Tomography and Fluorescence-mediated Tomography. Mol Imaging Biol 23(6):963–974
2020
Bauknecht H-C, Klingebiel R, Hein P, Wolf C, Bornemann L, Siebert E, Bohner G (2020) Effect of MRI-based semiautomatic size-assessment in cerebral metastases on the RANO-BM classification. Clin Neuroradiol 30(2):263–270
Beyer T, Bidaut L, Dickson J, Kachelriess M, Kiessling F, Leitgeb R, Ma J, Shiyam Sundar LK, Theek B, Mawlawi O (2020) What scans we will read: imaging instrumentation trends in clinical oncology. Cancer Imaging 20(1):38
Borovec J, Kybic J, Arganda-Carreras I, Sorokin DV, Bueno G, Khvostikov AV, Bakas S, I-Chao Chang E, Heldmann S, Kartasalo K, Latonen L, Lotz J, Noga M, Pati S, Punithakumar K, Ruusuvuori P, Skalski A, Tahmasebi N, Valkonen M, Venet L, Wang Y, Weiss N, Wodzinski M, Xiang Y, Xu Y, Yan Y, Yushkevic P, Zhao S, Muñoz-Barrutia A (2020) ANHIR: Automatic Non-rigid Histological Image Registration Challenge. IEEE Trans Med Imaging 39(10):3042–3052
Bukowski M, Farkas R, Beyan O, Moll L, Hahn H, Kiessling F, Schmitz-Rode T (2020) Implementation of eHealth and AI integrated diagnostics with multidisciplinary digitized data: are we ready from an international perspective? Eur Radiol 30:5510–5524
Canalini L, Klein J, Miller D, Kikinis R (2020) Enhanced registration of ultrasound volumes by segmentation of resection cavity in neurosurgical procedures. Int J CARS 15(12):1963–1974
Chen Y, Shah NY, Goswami SS, Lange A, von Haxthausen F, Sieren MM, Hagenah J, Ernst F, García-Vázquez V (2020) Localization of endovascular tools in X-ray images using a motorized C-arm: visualization on HoloLens. Curr Dir Biomed Eng 6(1):20200029
Cordes C, Konstandin S, Porter D, Günther M (2020) Portable and platform‐independent MR pulse sequence programs. Magn Reson Med 83(4):1277–1290
Darguzyte M, Drude N, Lammers T, Kiessling F (2020) Riboflavin-Targeted Drug Delivery. Cancers 12(2):295
Epprecht L, Qureshi A, Kozin ED, Vachicouras N, Huber AM, Kikinis R, Makris N, Brown MC, Reinshagen KL, Lee DJ (2020) Human Cochlear Nucleus on 7 Tesla Diffusion Tensor Imaging: Insights Into Micro-anatomy and Function for Auditory Brainstem Implant Surgery. Otol Neurotol 41(4):e484–e493
García-Vázquez V, Matysiak F, Jäckle S, Eixmann T, Sieren MM, von Haxthausen F, Ernst F (2020) Catheter pose-dependent virtual angioscopy images for endovascular aortic repair: validation with a video graphics array (VGA) camera. Curr Dir Biomed Eng 6(1):20200010
Goehler A, Harry Hsu T-M, Lacson R, Gujrathi I, Hashemi R, Chlebus G, Szolovits P, Khorasani R (2020) Three-Dimensional Neural Network to Automatically Assess Liver Tumor Burden Change on Consecutive Liver MRIs. JACR 17(11):1475–1484
Haarburger C, Müller-Franzes G, Weninger L, Kuhl C, Truhn D, Merhof D (2020) Radiomics feature reproducibility under inter-rater variability in segmentations of CT images. Sci Rep 10:12688
Hallen P, Schug D, Schulz V (2020) Comments on the NEMA NU 4-2008 Standard on Performance Measurement of Small Animal Positron Emission Tomographs. EJNMMI Phys 7(1):1–20
Han T, Nebelung S, Haarburger C, Horst N, Reinartz S, Merhof D, Kiessling F, Schulz V, Truhn D (2020) Breaking medical data sharing boundaries by using synthesized radiographs. Sci Adv 6(49):eabb7973
Hänsch A, Moltz JH, Geisler B, Engel C, Klein J, Genghi A, Schreier J, Morgas T, Haas B (2020) Hippocampus segmentation in CT using deep learning: impact of MR versus CT-based training contours. J Med Imaging 7(6):064001
Hetzel R, Mueller F, Grahe J, Honné A, Schug D, Schulz V (2020) Characterization and Simulation of an Adaptable Fan Beam Collimator for Fast Calibration of Radiation Detectors for PET. IEEE TRPMS 4(5):538–545
Huellebrand M, Messroghli D, Tautz L, Kuehne T, Hennemuth A (2020) An Extensible Software Platform for Interdisciplinary Cardiovascular Imaging Research. Comput Methods Programs Biomed 184:105277
Ivantsits M, Tautz L, Sündermann S, Wamala I, Kempfert J, Kuehne T, Falk V, Hennemuth A (2020) DL-based segmentation of endoscopic scenes for mitral valve repair. Curr Dir Biomed Eng 6(1):20200017
Izadpanah K, Meine H, Kubosch J, Lang G, Fuchs A, Maier D, Ogon P, Südkamp NP, Feucht MJ (2020) Fluoroscopic guided tunnel placement during medial patellofemoral ligament reconstruction is not accurate in patients with severe trochlear dysplasia. Knee Surg Sports Traumatol Arthrosc 28(3):759–766
Jäckle S, García-Vázquez V, Eixmann T, Matysiak F, von Haxthausen F, Sieren MM, Schulz-Hildebrandt H, Hüttmann G, Ernst F, Kleemann M, Pätz T (2020) Three-dimensional guidance including shape sensing of a stentgraft system for endovascular aneurysm repair. Int J CARS 15:1033–1042
Kharabish A, Belker K, Martinoff S, Ewert P, Hennemuth A, Huellebrand M, Stern H, Meierhofer C (2020) Intraindividual validation of 4D flow measurement against 2D flow measurements in complex flow patterns in routine clinical cardiovascular magnetic resonance of bicuspid aortic valve. Egypt J Radiol Nucl Med 51:222
May J-N, Golombek SK, Baues M, Dasgupta A, Drude N, Rix A, Rommel D, von Stillfried S, Appold L, Pola R, Pechar M, van Bloois L, Storm G, Kuehne AJC, Gremse F, Theek B, Kiessling F, Lammers T (2020) Multimodal and multiscale optical imaging of nanomedicine delivery across the blood-brain barrier upon sonopermeation. Theranostics 10(4):1948–1959
Mutsaerts HJMM, Petr J, Groot P, Vandemaele P, Ingala S, Robertson AD, Václavů L, Groote I, Kuijf H, Zelaya F, O’Daly O, Hilal S, Wink AM, Kant I, Caan MWA, Morgan C, de Bresser J, Lysvik E, Schrantee A, Bjørnebekk A, Clement P, Shirzadi Z, Kuijer JPA, Wottschel V, Anazodo UC, Pajkrt D, Richard E, Bokkers RPH, Reneman L, Masellis M, Günther M, MacIntosh BJ, Achten E, Chappell MA, van Osch MJP, Golay X, Thomas DL, De Vita E, Bjørnerud A, Nederveen A, Hendrikse J, Asllani I, Barkhof F (2020) ExploreASL: An image processing pipeline for multi-center ASL perfusion MRI studies. NeuroImage 219:117031
Oechtering TH, Sieren MM, Hunold P, Hennemuth A, Huellebrand M, Scharfschwerdt M, Richardt D, Sievers H-H, Barkhausen J, Frydrychowicz A (2020) Time-resolved 3-dimensional magnetic resonance phase contrast imaging (4D Flow MRI) reveals altered blood flow patterns in the ascending aorta of patients with valve-sparing aortic root replacement. J Thorac Cardiovasc Surg 159(3):798–810
Riba A, Hassani K, Walker A, van Best N, von Zeschwitz D, Anslinger T, Sillner N, Rosenhain S, Eibach D, Maiga-Ascofaré O, Rolle-Kampczyk U, Basic M, Binz A, Mocek S, Sodeik B, Bauerfeind R, Mohs A, Trautwein C, Kiessling F, May J, Klingenspor M, Gremse F, Schmitt-Kopplin P, Bleich A, Torow N, von Bergen M, Hornef MW (2020) Disturbed gut microbiota and bile homeostasis in Giardia-infected mice contributes to metabolic dysregulation and growth impairment. Sci Transl Med 12(565):eaay7019
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Sieren MM, Schultz V, Fujita B, Wegner F, Huellebrand M, Scharfschwerdt M, Sievers H-H, Barkhausen J, Frydrychowicz A, Oechtering TH (2020) 4D flow CMR analysis comparing patients with anatomically shaped aortic sinus prostheses, tube prostheses and healthy subjects introducing the wall shear stress gradient: a case control study. J Cardiovasc Magn Reson 22:59
Song L, Leppig JA, Hubner RH, Lassen-Schmidt BC, Neumann K, Theilig DC, Feldhaus FW, Fahlenkamp UL, Hamm B, Song W, Jin Z, Doellinger F (2020) Quantitative CT Analysis in Patients with Pulmonary Emphysema: Do Calculated Differences Between Full Inspiration and Expiration Correlate with Lung Function? Int J Chron Obstruct Pulmon Dis 15:1877–1886
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Sun Q, Bai X, Sofias AM, van der Meel R, Ruiz-Hernandez E, Storm G, Hennink WE, De Geest B, Kiessling F, Yu H-jun, Lammers T, Shi Y (2020) Cancer nanomedicine meets immunotherapy: opportunities and challenges. Acta Pharmacol Sin 41(7):954–958
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Tautz L, Zhang H, Hüllebrand M, Ivantsits M, Kelle S, Kuehne T, Falk V, Hennemuth A (2020) Cardiac radiomics: an interactive approach for 4D data exploration. Curr Dir Biomed Eng 6(1):20200008
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2019
Berker Y, Schulz V, Karp JS (2019) Algorithms for joint activity–attenuation estimation from positron emission tomography scatter. EJNMMI Phys 6(1):18
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Canalini L, Klein J, Miller D, Kikinis R (2019) Segmentation-based registration of ultrasound volumes for glioma resection in image-guided neurosurgery. Int J CARS 14(10):1697–1713
Chlebus G, Meine H, Thoduka S, Abolmaali N, van Ginneken B, Hahn HK, Schenk A (2019) Reducing inter-observer variability and interaction time of MR liver volumetry by combining automatic CNN-based liver segmentation and manual corrections. PLoS ONE 14(5):e0217228
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Höfener H, Homeyer A, Förster M, Drieschner N, Schildhaus H-U, Hahn HK (2019) Automated Density-based Counting of FISH Amplification Signals for HER2 Status Assessment. Comput Methods Programs Biomed 173:77–85
Hering A, Kuckertz S, Heldmann S, Heinrich MP (2019) Memory-efficient 2.5D convolutional transformer networks for multi-modal deformable registration with weak label supervision applied to whole-heart CT and MRI scans. Int J CARS 14(11):1901–1912
Hofmann B (2019) Linking Science and Technology with Arts and the Next Generation—The Experimental Artist Residency “STEAM Imaging”. Leonardo 1–10
Hoinkiss DC, Erhard P, Breutigam NJ, von Samson-Himmelstjerna F, Guenther M, Porter DA (2019) Prospective Motion Correction in Functional MRI Using Simultaneous Multislice Imaging and Multislice-to-Volume Image Registration. NeuroImage 200:159–173
Jäckle S, Eixmann T, Schulz-Hildebrandt H, Hüttmann G, Pätz T (2019) Fiber optical shape sensing of flexible instruments for endovascular navigation. Int J CARS 14(12):2137–2145
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Kocev B, Hahn HK, Linsen L, Wells WM, Kikinis R (2019) Uncertainty-aware asynchronous scattered motion interpolation using Gaussian process regression. Comput Med Imaging Graph 72:1–12
Lange T, Taghizadeh E, Knowles BR, Südkamp NP, Zaitsev M, Meine H, Izadpanah K (2019) Quantification of patellofemoral cartilage deformation and contact area changes in response to static loading via high‐resolution MRI with prospective motion correction. J Magn Reson Imaging 50(5):1561–1570
Lemaire J-J, De Salles A, Coll G, El Ouadih Y, Chaix R, Coste J, Durif F, Makris N, Kikinis R (2019) MRI Atlas of the Human Deep Brain. Front Neurol 10:851
Münnich T, Klein J, Hattingen E, Noack A, Seifert V, Senft C, Herrmann E, Forster MT (2019) Tractography verified by Intraoperative Magnetic Resonance Imaging and Subcortical Stimulation during Tumor Resection near the Corticospinal Tract. Oper Neurosurg 16(2):197–210
Meyer MM, Haneder S, Konstandin S, Budjan J, Morelli JN, Schad LR, Kerl HU, Schoenberg SO, Kabbasch C (2019) Repeatability and reproducibility of cerebral 23Na imaging in healthy subjects. BMC Med Imaging 19(1):26
Meyer MM, Schmidt A, Benrath J, Konstandin S, Pilz LR, Harrington MG, Budjan J, Meyer M, Schad LR, Schoenberg SO, Haneder S (2019) Cerebral sodium (23Na) magnetic resonance imaging in patients with migraine – A case-control study. Eur Radiol 29(12):7055–7062
Miller K, Joldes GR, Bourantas G, Warfield SK, Hyde DE, Kikinis R, Wittek A (2019) Biomechanical modeling and computer simulation of the brain during neurosurgery. Int J Numer Meth Biomed Engng 35(10):e3250
Neugebauer M, Tautz L, Hüllebrand M, Sündermann S, Degener F, Goubergrits L, Kühne T, Falk V, Hennemuth A (2019) Virtual downsizing for decision support in mitral valve repair. Int J CARS 14(2):357–371
Nitsch J, Klein J, Dammann D, Wrede K, Gembruch O, Moltz J, Meine H, Sure U, Kikinis R, Miller D (2019) Automatic and Efficient MRI-US Segmentations for Improving Intraoperative Image Fusion in Image-Guided Neurosurgery. Neuroimage Clin 22:101766
Oeltze‐Jafra S, Meuschke M, Neugebauer M, Saalfeld S, Lawonn K, Janiga G, Hege H‐C, Zachow S, Preim B (2019) Generation and Visual Exploration of Medical Flow Data: Survey, Research Trends and Future Challenges. Comput Graph Forum 38(1):87–125
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Schröder J, Heinze M, Günther M, Cheng B, Nickel A, Schröder T, Fischer F, Kessner SS, Magnus T, Fiehler J, Larena-Avellaneda A, Gerloff C, Thomalla G (2019) Dynamics of brain perfusion and cognitive performance in revascularization of carotid artery stenosis. Neuroimage Clin 22:101779
Schreuder A, Jacobs C, Gallardo-Estrella L, Prokop M, Schaefer-Prokop CM, van Ginneken B, Bagci U (2019) Predicting all-cause and lung cancer mortality using emphysema score progression rate between baseline and follow-up chest CT images: A comparison of risk model performances. PLoS ONE 14(2):e0212756
Schwier M, van Griethuysen J, Vangel MG, Pieper S, Peled S, Tempany C, Aerts HJWL, Kikinis R, Fennessy FM, Fedorov A (2019) Repeatability of Multiparametric Prostate MRI Radiomics Features. Sci Rep 9:9441
Shukla-Dave A, Obuchowski NA, Chenevert TL, Jambawalikar S, Schwartz LH, Malyarenko D, Huang W, Noworolski SM, Young RJ, Shiroishi MS, Kim H, Coolens C, Laue H, Chung C, Rosen M, Boss M, Jackson EF (2019) Quantitative imaging biomarkers alliance (QIBA) recommendations for improved precision of DWI and DCE-MRI derived biomarkers in multicenter oncology trials. J Magn Reson Imaging 49(7):e101–e121
Spahr N, Thoduka S, Abolmaali N, Kikinis R, Schenk A (2019) Multimodal image registration for liver radioembolization planning and patient assessment. Int J CARS 14(2):215–225
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van den Heuvel TLA, Petros H, Santini S, de Korte CL, van Ginneken B (2019) Automated Fetal Head Detection and Circumference Estimation from Free-Hand Ultrasound Sweeps Using Deep Learning in Resource-Limited Countries. Ultrasound Med Biol 45(3):773–785
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von Haxthausen F, Jäckle S, Strehlow J, Ernst F, García-Vázquez V (2019) Catheter pose-dependent virtual angioscopy images visualized on augmented reality glasses. Current Directions in Biomedical Engineering 5(1):289–291
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Wenzel M, Milletari F, Krüger J, Lange C, Schenk M, Apostolova I, Klutmann S, Ehrenburg M, Buchert R (2019) Automatic classification of dopamine transporter SPECT: deep convolutional neural networks can be trained to be robust with respect to variable image characteristics. Eur J Nucl Med Mol Imaging 46(13):2800–2811
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2018
Anazodo UC, Finger E, Kwan BYM, Pavlosky W, Warrington JC, Guenther M, Prato FS, Thiessen JD, St Lawrence KS (2018) Using simultaneous PET/MRI to compare the accuracy of diagnosing frontotemporal dementia by arterial spin labelling MRI and FDG-PET. Neuroimage Clin 17:405–414
Black D, Hahn HK, Kikinis R, Wardell K, Haj-Hosseini N (2018) Auditory display for fluorescence-guided open brain tumor surgery. Int J CARS 13(1):25–35
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Chlebus G, Schenk A, Moltz JH, van Ginneken B, Hahn HK, Meine H (2018) Automatic liver tumor segmentation in CT with fully convolutional neural networks and object-based postprocessing. Sci Rep 8:15497
Dettmer S, Suhling H, Klingenberg I, Otten O, Kaireit T, Fuge J, Kuhnigk JM, Gottlieb J, Haverich A, Welte T, Wacker F, Vogel-Claussen J, Shin HO (2018) Lobe-wise assessment of lung volume and density distribution in lung transplant patients and value for early detection of bronchiolitis obliterans syndrome. Eur J Radiol 106:137–144
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Fedorov A, Schwier M, Clunie D, Herz C, Pieper S, Kikinis R, Tempany C, Fennessy F (2018) An annotated test-retest collection of prostate multiparametric MRI. Sci Data 5:180281
Fernandes JF, Alves R, Silva TF da, Nordmeyer S, Hellmeier F, Goubergrits L, Hennemuth A, Berger F, Schubert S, Kuehne T, Kelm M (2018) CMR-Based and Time-Shift Corrected Pressure Gradients Provide Good Agreement to Invasive Measurements in Aortic Coarctation. JACC Cardiovasc Imaging 11(11):1725–1727
Flechsig P, Walker C, Kratochwil C, Konig L, Iagura A, Moltz J, Holland-Letz T, Kauczor H-U, Haberkorn U, Giesel FL (2018) Role of CT Density in PET/CT-Based Assessment of Lymphoma. Mol Imaging Biol 20(4):641–649
Galinovic I, Dicken V, Heitz J, Klein J, Puig J, Guibernau J, Kemmling A, Gellissen S, Villringer K, Neeb L, Gregori J, Weiler F, Pedraza S, Thomalla G, Fiehler J, Gerloff C, Fiebach JB (2018) Homogeneous application of imaging criteria in a multicenter trial supported by investigator training: A report from the WAKE-UP study. Eur J Radiol 104:115–119
García-Vázquez V, von Haxthausen F, Jäckle S, Schumann C, Kuhlemann I, Bouchagiar J, Höfer AC, Matysiak F, Hüttmann G, Goltz JP, Kleemann M, Ernst F, Horn M (2018) Navigation and visualisation with HoloLens in endovascular aortic repair. Innov Surg Sci 3(3):167–177
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Hanken K, Francis Y, Kastrup A, Eling P, Klein J, Hildebrandt H (2018) On the role of the amygdala for experiencing fatigue in patients with multiple sclerosis. Mult Scler Relat Disord 20:67–72
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Hänsch A, Schwier M, Gass T, Morgas T, Haas B, Dicken V, Meine H, Klein J, Hahn HK (2018) Evaluation of deep learning methods for parotid gland segmentation from CT images. J Med Imag 6(1):011005
Höfener H, Homeyer A, Weiss N, Molin J, Lundström CF, Hahn HK (2018) Deep learning nuclei detection: A simple approach can deliver state-of-the-art results. Comput Med Imaging Graph 70:43–52
Homeyer A, Hammad S, Schwen LO, Dahmen U, Höfener H, Gao Y, Dooley S, Schenk A (2018) Focused scores enable reliable discrimination of small differences in steatosis. Diagn Pathol 13(76):1–9
Humpire-Mamani GE, Setio AAA, van Ginneken B, Jacobs C (2018) Efficient organ localization using multi-label convolutional neural networks in thorax-abdomen CT scans. Phys Med Biol 63(8):085003
Kaufhold L, Harloff A, Schumann C, Krafft AJ, Hennig J, Hennemuth A (2018) Image-based assessment of uncertainty in quantification of carotid lumen. JMI 5(3):1–9
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Kiessling F (2018) Molecular ultrasound imaging of JAM-A depicts early arterial inflammation (Editorial). Aging 10(9):2222–2223
Kitajima T, Kaido T, Tajima T, Uemura T, Fujimoto Y, Schenk A, Uemoto S (2018) Younger Age is an Independent Factor for Graft Weight Overestimation: Analysis of the Clinical Impact on Recipient Outcomes in 340 Japanese Living Liver Donors. World J Surg 42(1):218–224
Klein O, Strohschein K, Nebrich G, Fuchs M, Thiele H, Giavalisco P, Duda GN, Winkler T, Kobarg JH, Trede D, Geissler S (2018) Unraveling local tissue changes within severely injured skeletal muscles in response to MSC-based intervention using MALDI Imaging mass spectrometry. Sci Rep 8:12677
Klein O, Hanke T, Nebrich G, Yan J, Schubert B, Giavalisco P, Noack F, Thiele H, Mohamed SA (2018) Imaging Mass Spectrometry for Characterization of Atrial Fibrillation Subtypes. Prot Clin Appl 12(6):1700155
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Lasso A, Nam HH, Dinh PV, Pinter C, Fillion-Robin J-C, Pieper S, Jhaveri S, Vimort J-B, Martin K, Asselin M, McGowan FX, Kikinis R, Fichtinger G, Jolley MA (2018) Interaction with Volume-Rendered Three-Dimensional Echocardiographic Images in Virtual Reality. J Am Soc Echocardiogr 31(10):1158–1160
Lessmann N, van Ginneken B, Zreik M, de Jong PA, de Vos BD, Viergever MA, Isgum I (2018) Automatic Calcium Scoring in Low-Dose Chest CT Using Deep Neural Networks With Dilated Convolutions. IEEE Trans Med Imaging 37(2):615–625
Liu Y, Duan Y, Huang J, Ren Z, Liu Z, Dong H, Weiler F, Hahn HK, Shi F-D, Butzkueven H, Barkhof F, Li K (2018) Different patterns of longitudinal brain and spinal cord changes and their associations with disability progression in NMO and MS. Eur Radiol 28(1):96–103
Oei MTH, Meijer FJA, Mordang J-J, Smit EJ, Idema AJS, Goraj BM, Laue HOA, Prokop M, Manniesing R (2018) Observer variability of reference tissue selection for relativecerebral blood volume measurements in glioma patients. Eur Radiol 28(9):3902–3911
Oldhafer KJ, Peterhans M, Kantas A, Schenk A, Makridis G, Pelzl S, Wagner KC, Weber S, Stavrou GA, Donati M (2018) Navigierte Leberchirurgie: Aktueller Stand und Bedeutung in der Zukunft. Chirurg 89(10):769–776
Poch FGM, Neizert CA, Gemeinhardt O, Geyer B, Eminger K, Rieder C, Niehues SM, Vahldiek J, Thieme SF, Lehmann KS (2018) Intermittent Pringle maneuver may be beneficial for radiofrequency ablations in situations with tumor-vessel proximity. Innov Surg Sci 3(4):245–251
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Schreuder A, van Ginneken B, Scholten ET, Jacobs C, Prokop M, Sverzellati N, Desai SR, Devaraj A, Schaefer-Prokop CM (2018) Classification of CT Pulmonary Opacities as Perifissural Nodules: Reader Variability. Radiology 288(3):867–875
Schwen LO, Rueschenbaum S (2018) Ten quick tips for getting the most scientific value out of numerical data. Plos Comp Biol 14(10):e1006141
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2017
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