Publications in the NUM

Schädler J, Azeke AT, Ondruschka B, Steurer S, Lütgehetmann M, Fitzek A, Möbius D. Concordance between MITS and conventional autopsies for pathological and virological diagnoses. International Journal of Legal Medicine. 2023 Oct.;      [DOI]      [File] 

Yusuf KO, Schoneberg A, Hanß S, Wiesenfeldt M, Stecher M, Mitrov L, Hopff SM, Steinbrecher S, Kurth F, Bahmer T, Schreiber S, Pape D, Hofmann A, Kohls M, Störk S, Stubbe HC, Tebbe JJ, Hellmuth JC, Erber J, Krist L, Rieg S, Pilgram L, Vehreschild JJ, Reese J, Krefting D. Consistency as a Data Quality Measure for German Corona Consensus Items Mapped from National Pandemic Cohort Network Data Collections. Methods Inf Med. 2023 Jan.; 62(S 01):e47—e56.      [DOI] 

S M, F P, A M, Q S, G S, J R, C S, M P, O H. CT findings in "Post-Covid": residua from acute pneumonia or "Post-Covid-ILD"?. Sarcoidosis, vasculitis, and diffuse lung diseases : official journal of WASOG. 2023 Jun.;      [DOI] 

Stanelle-Bertram S, Beck S, Mounogou NK, Schaumburg B, Stoll F, Schmal Z, Bai T, Zickler M, Beythien G, Becker K, Roi M, Heinrich F, Schulz C, Sauter M, Krasemann S, Lange P, Heinemann A, Riel D, Leijten L, Bauer L, Bosch TPP, Lopuhaä B, Busche T, Wibberg D, Schaudien D, Goldmann T, Lüttjohann A, Ruschinski J, Jania H, Müller Z, Reis V, Krupp-Buzimkic V, Wolff M, Fallerini C, Baldassarri M, Furini S, Norwood K, Käufer C, Schützenmeister N, Köckritz-Blickwede M, Schroeder M, Jarczak D, Nierhaus A, Welte T, Kluge S, McHardy AC, Sommer F, Kalinowski J, Krauss-Etschmann S, Richter F, Thüsen J, Baumgärtner W, Klingel K, Ondruschka B, Renieri A, Gabriel G. CYP19A1 mediates severe SARS-CoV-2 disease outcome in males. Cell Reports Medicine. 2023 Aug.; 101152.      [DOI]      [File] 

M T, W B, JA L, UI A, S N, AM S. Direct deep learning-based survival prediction from pre-interventional CT prior to transcatheter aortic valve replacement.. European journal of radiology. 2023 Nov.;      [DOI] 

Lebedin M, García CV, Spatt L, Ratswohl C, Thibeault C, Ostendorf L, Paul F, Sander LE, Kurth F, Rosa K. Discriminating promiscuous from target-specific autoantibodies in COVID-19. European Journal of Immunology. 2023; 53(5):2250210.      [DOI]  [Pubmed]      [File] 

Kolabas ZI, Kuemmerle LB, Perneczky R, Förstera B, Ulukaya S, Kapoor S, Bartos LM, Büttner M, Caliskan OS, Rong Z, Mai H, Höher L, Jeridi D, Molbay M, Khalin I, Deligiannis IK, Negwer M, Roberts K, Simats A, Carofiglio O, Todorov MI, Horvath I, Ozturk F, Hummel S, Biechele G, Zatcepin A, Unterrainer M, Gnörich J, Roodselaar J, Shrouder J, Khosravani P, Tast B, Richter L, Díaz-Marugán L, Kaltenecker D, Lux L, Chen Y, Zhao S, Rauchmann B, Sterr M, Kunze I, Stanic K, Kan VWY, Besson-Girard S, Katzdobler S, Palleis C, Schädler J, Paetzold JC, Liebscher S, Hauser AE, Gokce O, Lickert H, Steinke H, Benakis C, Braun C, Martinez-Jimenez CP, Buerger K, Höglinger G, Levin J, Haass C, Kopczak A, Dichgans M, Havla J, Kümpfel T, Kerschensteiner M, Schifferer M, Simons M, Liesz A, Krahmer N, Bayraktar OA, Franzmeier N, Plesnila N, Erener S, Puelles VG, Delbridge C, Bhatia HS, Hellal F, Elsner M, Bechmann I, Ondruschka B, Brendel M, Theis FJ, Erturk A. Distinct molecular profiles of skull bone marrow in health and neurological disorders. Cell. 2023 Aug.; S0092867423007420.      [DOI]      [File] 

Mothes R, Pascual-Reguant A, Koehler R, Liebeskind J, Liebheit A, Bauherr S, Philipsen L, Dittmayer C, Laue M, Von Manitius R, Elezkurtaj S, Durek P, Heinrich F, Heinz GA, Guerra GM, Obermayer B, Meinhardt J, Ihlow J, Radke J, Heppner FL, Enghard P, Stockmann H, Aschman T, Schneider J, Corman VM, Sander LE, Mashreghi M, Conrad T, Hocke AC, Niesner RA, Radbruch H, Hauser AE. Distinct tissue niches direct lung immunopathology via CCL18 and CCL21 in severe COVID-19. Nature Communications. 2023 Feb.; 14(1):791.      [DOI]      [File] 

S TA, C K, MJ S, P I, D T, S N. Enhancing domain generalization in the AI-based analysis of chest radiographs with federated learning.. Scientific reports. 2023 Dec.;      [DOI] 

Fuchs T, Kaiser L, Müller D, Papp L, Fischer R, Tran-Gia J. Enhancing interoperability and harmonisation of nuclear medicine image data and associated clinical data. Nuklearmedizin. 2023; 62(6):389-398.      [DOI]  [Weblink] 

Lange B, Jaeger VK, Harries M, R"ucker V, Streeck H, Blaschke S, Petersmann A, Toepfner N, Nauck M, Hassenstein MJ, Dreier M, Holt I, Budde A, Bartz A, Ortmann J, Kurosinski M, Berner R, Borsche M, Brandhorst G, Brinkmann M, Budde K, Deckena M, Engels G, Fenzlaff M, Härtel C, Hovardovska O, Katalinic A, Kehl K, Kohls M, Krüger S, Lieb W, Meyer-Schlinkmann KM, Pischon T, Rosenkranz D, R"ubsamen N, Rupp J, Schäfer C, Schattschneider M, Schlegtendal A, Schlinkert S, Schmidbauer L, Schulze-Wundling K, Störk S, Tiemann C, V"olzke H, Winter T, Klein C, Liese J, Brinkmann F, Ottensmeyer PF, Reese J, Heuschmann P, Karch A. Estimates of protection levels against SARS-CoV-2 infection and severe COVID-19 in Germany before the 2022/2023 winter season: the IMMUNEBRIDGE project. Infection. 2023 Aug.;      [DOI] 

Scheithauer S, Dilthey A, Bludau A, Ciesek S, Corman V, Donker T, Eckmanns T, Egelkamp R, Grundmann H, Häcker G, Kaase M, Lange B, Mellmann A, Mielke M, Pletz M, Salzberger B, Thürmer A, Widmer A, Wieler LH, Wolff T, Gatermann S, Semmler T. Etablierung der Genomischen Erreger-Surveillance zur Stärkung des Pandemie- und Infektionsschutzes in Deutschland. Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz. 2023; 66(4):443—449.      [DOI] 

Tilch K, Hopff SM, Appel KS, Kraus M, Lorenz-Depiereux B, Pilgram L, Anton G, Berger S, Geisler R, Haas K, Illig T, Krefting D, Lorbeer R, Mitrov L, Muenchhoff M, Nauck M, Pley C, Reese J, Rieg S, Scherer M, Stecher M, Stellbrink C, Valentin H, Winter C, Witzenrath M, Vehreschild JJ. Ethical and coordinative challenges in setting up a national cohort study during the COVID-19 pandemic in Germany. BMC Med. Ethics. 2023 Oct.; 24(1):84.

H C, A M, F M, D D, F S, C G, H K, T P, J F, U H, A D, J N. External Validation and Retraining of DeepBleed: The First Open-Source 3D Deep Learning Network for the Segmentation of Spontaneous Intracerebral and Intraventricular Hemorrhage.. Journal of clinical medicine. 2023 Jun.;      [DOI] 

Schulze-Wundling K, Ottensmeyer PF, Meyer-Schlinkmann KM, Deckena M, Krüger S, Schlinkert S, Budde A, Münstermann D, Töpfner N, Petersmann A, Nauck M, Karch A, Lange B, Blaschke S, Tiemann C, Streeck H. Immunity against SARS-CoV-2 in the German population. Dtsch. Arztebl. Int.. 2023 May; 120(19):337—344.      [DOI] 

Yusuf KO, Chaplinskaya-Sobol I, Schoneberg A, Hanß S, Valentin H, Lorenz-Depiereux B, Hansch S, Fiedler K, Scherer M, Sikdar S, Miljukov O, Reese J, Wagner P, Bröhl I, Geisler R, Vehreschild JJ, Blaschke S, Bellinghausen C, Milovanovic M, Krefting D. Impact of clinical study implementation on data quality assessments - using contradictions within interdependent health data items as a pilot indicator. Stud. Health Technol. Inform.. 2023 Sep.; 307152—158.      [DOI] 

Pappe E, Hammerich R, Saccomanno J, Sgarbossa T, Pohrt A, Schmidt B, Grah C, Eisenmann S, Holland A, Eggeling S, Stanzel F, Witzenrath M, Hübner R. Impact of Coronavirus disease 2019 on hospital admissions, health status, and behavioral changes of patients with COPD. Chronic Obstr. Pulm. Dis.. 2023 Jul.; 10(3):211—223.      [DOI] 

Granai M, Warm V, Vogelsberg A, Milla J, Greif K, Vogel U, Bakchoul T, Rosenberger P, Quintanilla-Martinez L, Schürch C, Klingel K, Fend F, Bösmüller H. Impact of P-selectin-PSGL-1 Axis on Platelet-Endothelium-Leucocyte Interactions in Fatal COVID-19. Laboratory Investigation; a Journal of Technical Methods and Pathology. 2023 May; 100179.      [DOI]      [File] 

Liu Z, Hollmann C, Kalanidhi S, Grothey A, Keating S, Mena-Palomo I, Lamer S, Schlosser A, Kaiping A, Scheller C, Sotzny F, Horn A, Nürnberger C, Cejka V, Bahmer T, Schreiber S, Vehreschild JJ, Miljukov O, Schäfer C, Kretzler L, Keil T, Reese J, Eichner FA, Schmidbauer L, Heuschmann PU, Störk S, Morbach C, Riemekasten G, Beyersdorf N, Scheibenbogen C, Naviaux RK, Williams M, Ariza ME, Prusty BK. Increased circulating fibronectin, depletion of natural IgM and heightened EBV, HSV-1 reactivation in ME/CFS and long COVID. medRxiv. 2023 Jun.; Online ahead of print      [DOI]  [Pubmed] 

J K, ZA R, NL B, TA A, LK S, C P, T P, U F, D G. Intermittent body composition analysis as monitoring tool for muscle wasting in critically ill COVID-19 patients.. Annals of intensive care. 2023 Jul.;      [DOI] 

Lichtner G, Haese T, Brose S, Röhrig L, Lysyakova L, Rudolph S, Uebe M, Sass J, Bartschke A, Hillus D, Kurth F, Sander LE, Eckart F, Toepfner N, Berner R, Frey A, Dörr M, Vehreschild JJ, Kalle C, Thun S. Interoperable, domain-specific extensions for the German Corona Consensus (GECCO) COVID-19 research data set using an interdisciplinary, consensus-based workflow: Data set development study. JMIR Med. Inform.. 2023 Jul.; 11e45496.      [DOI]  [Pubmed] 

AA D, A J, E F, TJ V, J D, AM B. Lightweight Techniques to Improve Generalization and Robustness of U-Net Based Networks for Pulmonary Lobe Segmentation.. Bioengineering (Basel, Switzerland). 2023 Dec.;      [DOI] 

F K, JN K, G M, T W, T H, S TA, K H, K B, C H, J S, C K, S N, D T. Medical transformer for multimodal survival prediction in intensive care: integration of imaging and non-imaging data.. Scientific reports. 2023 Jul.;      [DOI] 

GL B, CA H, S S, R R, NL B, M R, F D, KP F, H P, J L, F B, T P. Metadata-independent classification of MRI sequences using convolutional neural networks: Successful application to prostate MRI.. European journal of radiology. 2023 Sep.;      [DOI] 

Azeke AT, Schädler J, Ondruschka B, Steurer S, Möbius D, Fitzek A. Minimally Invasive Tissue Sampling via Post Mortem Ultrasound: A Feasible Tool (Not Only) in Infectious Diseases-A Case Report. Diagnostics (Basel, Switzerland). 2023 Aug.; 13(16):2643.      [DOI]      [File] 

J K, P F, S G, RJ G, J B, M R, M W, R S, D M, T P. Morphological appearance of the B.1.1.7 mutation of the novel coronavirus 2 (SARS-CoV-2) in chest CT.. Quantitative imaging in medicine and surgery. 2023 Feb.;      [DOI] 

Heinrich F, Huter T, Mertens S, Lange P, Vering J, Heinemann A, Nörz DS, Hoffmann A, Ondruschka B, Krasemann S, Lütgehetmann M. New Postmortem Perspective on Emerging SARS-CoV-2 Variants of Concern, Germany. Emerging Infectious Diseases. 2023 Mar.; 29(3):652—656.      [DOI] 

J N, F S, A D, S E, F M, D D, L V, E V, H C, MFH B, BH A, PB S, M P, U J, G B, T P, J F, A P, U H, A M. Non-contrast computed tomography features predict intraventricular hemorrhage growth.. European radiology. 2023 Nov.;      [DOI] 

Hoffmann M, Wong LR, Arora P, Zhang L, Rocha C, Odle A, Nehlmeier I, Kempf A, Richter A, Halwe NJ, Schön J, Ulrich L, Hoffmann D, Beer M, Drosten C, Perlman S, Pöhlmann S. Omicron subvariant BA.5 efficiently infects lung cells. Nature communications. 2023; 14(1):3500.      [DOI] 

Shi Y, Strobl R, Apfelbacher C, Bahmer T, Geisler R, Heuschmann P, Horn A, Hoven H, Keil T, Krawczak M, Krist L, Lemhöfer C, Lieb W, Lorenz-Depiereux B, Mikolajczyk R, Montellano FA, Reese JP, Schreiber S, Skoetz N, Störk S, Vehreschild JJ, Witzenrath M, Grill E, NAPKON Study Group . Persistent symptoms and risk factors predicting prolonged time to symptom-free after SARS‑CoV‑2 infection: an analysis of the baseline examination of the German COVIDOM/NAPKON-POP cohort. Infection. 2023 May; 51(6):1679–1694.      [DOI]  [Pubmed] 

Winkelmann S, Korth A, Voss B, Nasr MA, Behrend N, Pudszuhn A, Hofmann VM, Schendzielorz P, Maetzler C, Hermes A, Borzikowsky C, Bahmer T, Lieb W, Schreiber S, Störk S, Montellano FA, Witzenrath M, Keil T, Krawczak M, Laudien M, On Behalf Of The Napkon Study Group . Persisting chemosensory dysfunction in COVID-19 - a cross-sectional population-based survey. Rhinology. 2023 Feb.; 61(1):12—23.      [DOI] 

P F, F F, M R, M W, J K, R R, D Z, E C, D M, N G, T P. Physiological iodine uptake of the spine's bone marrow in dual-energy computed tomography - using artificial intelligence to define reference values based on 678 CT examinations of 189 individuals.. Frontiers in endocrinology. 2023;      [DOI] 

A S, H K, G B, M P, M O, MR O, F A, AG E, E H, Ö Y, E I, E C, M C, M D, İ K, Ç O, A S, A W, M P. Prognostic Role of the Pectoralis Musculature in Patients with COVID-19. A Multicenter Study.. Academic radiology. 2023 Jan.;      [DOI] 

Lutter M, Kniep I, Ondruschka B, Heinemann A. Pulmonale Befunde in der postmortalen Computertomographie bei COVID-19-assoziierten Todesfällen. Rechtsmedizin. 2023 Dec.; 3417—23.      [DOI]      [File] 

U E, SM B, SA S, F F, P K, L P, B G, S S, T S, H K, M B, C K. Quantitative Evaluation of COVID-19 Pneumonia CT Using AI Analysis-Feasibility and Differentiation from Other Common Pneumonia Forms.. Diagnostics (Basel, Switzerland). 2023 Jun.;      [DOI] 

CS L, S M, D W, CG L, SA S, M B, W T, C B, F Z, M G. Radiomics and Clinicopathological Characteristics for Predicting Lymph Node Metastasis in Testicular Cancer.. Cancers. 2023 Nov.;      [DOI] 

G E, AL O, A S, C M, S H, A S, B L, A K, A P, H S, S B, C H, H S, R , R B, J L, F B, N T. SARS-CoV-2 sero-immunity and quality of life in children and adolescents in relation to infections and vaccinations: the IMMUNEBRIDGE KIDS cross-sectional study, 2022.. Infection. 2023 Oct.;      [DOI] 

D W, T P, CS L, CG L, M B, M G, T R. Self-supervised pre-training with contrastive and masked autoencoder methods for dealing with small datasets in deep learning for medical imaging.. Scientific reports. 2023 Nov.;      [DOI] 

Thibeault C, Bardtke L, Vanshylla K, Cristanziano V, Eberhardt KA, Stubbemann P, Hillus D, Tober-Lau P, Mukherjee P, Münn F, Lippert LJ, Helbig ET, Lingscheid T, Steinbeis F, Mittermaier M, Witzenrath M, Zoller T, Group P, Klein F, Sander LE, Kurth F. Short- and long-term T cell and antibody responses following dexamethasone treatment in COVID-19. JCI Insight. 2023 Apr.; 8(8):      [DOI]  [Pubmed] 

J L, C G, A P, D S, J K, J E. Sparse convolutional neural network for high-resolution skull shape completion and shape super-resolution.. Scientific reports. 2023 Nov.;      [DOI] 

Miederer I, Rogasch JMM, Fischer R, Fuchs T, Lapa C, Lohmann P, Shi K, Tran-Gia J, Wendler T, Hellwig D. The Medical Informatics Initiative and the Network University Medicine - Perspectives for Nuclear Medicine. Nuklearmedizin. 2023; 62(5):276—283.      [DOI]  [Weblink] 

K G, S F, D K, F S, T G, D W. The Status of Data Management Practices Across German Medical Data Integration Centers: Mixed Methods Study.. Journal of medical Internet research. 2023 Nov.;      [DOI] 

Lücke J, Nawrocki M, Schnell J, Meins N, Heinrich F, Zhang T, Bertram F, Sabihi M, Böttcher M, Blankenburg T, Pfaff M, Notz S, Kempski J, Reeh M, Wolter S, Mann O, Izbicki JR, Lütgehetmann M, Duprée A, Giannou AD, Ondruschka B, Huber S. TNFα aggravates detrimental effects of SARS-CoV-2 infection in the liver. Frontiers in Immunology. 2023; 141151937.      [DOI] 

P T, L L, C K, D B, A L, M B, HA K. Unsupervised domain adaptation for the detection of cardiomegaly in cross-domain chest X-ray images.. Frontiers in artificial intelligence. 2023;      [DOI] 

Woo MS, Shafiq M, Fitzek A, Dottermusch M, Mohammadi B, Mayer C, Bal LC, Raich L, Matschke J, Krasemann S, Pfefferle S, Brehm TT, Lütgehetmann M, Schädler J, Wiesch J, Ondruschka B, Friese MA, Glatzel M. Vagus nerve inflammation contributes to dysautonomia in COVID-19. Acta Neuropathologica. 2023 Sep.; 146(3):387—394.      [DOI]      [File] 

A S, M T, C B, A W, J B. Validation of clinical-radiological scores for prognosis of mortality in acute pulmonary embolism.. Respiratory research. 2023 Aug.;      [DOI] 

A S, M T, H K, M H, J O, E C, M C, M D, İ K, Ç O, Ö Y, E H, E I, H Ö, H E, O C, H S, KA G, M P, A W. Visceral to subcutaneous fat ratio predicts short-term mortality in patients with Covid 19. A multicenter study.. The British journal of radiology. 2023 Mar.;      [DOI] 

Mieling R, Neidhardt M, Latus S, Stapper C, Gerlach S, Kniep I, Heinemann A, Ondruschka B, Schlaefer A. Collaborative Robotic Biopsy with Trajectory Guidance and Needle Tip Force Feedback. In: 2023 IEEE International Conference on Robotics and Automation (ICRA). 2023 May. p. 6893—6900.      [DOI] 

Triefenbach L, Otto R, Bienzeisler J, Kombeiz A, Ehrentreich S, Röhrig R, Majeed RW. Establishing a data quality baseline in the AKTIN Emergency Department Data Registry – A secondary use perspective. Stud Health Technol Inform.. 2022 May 25; 294(25):209-213.      [DOI]  [Pubmed] 

Wang Z, Cryar A, Lemke O, Tober-Lau P, Ludwig D, Helbig E, Hippenstiel S, Sander L, Blake D, Lane C, Stahl D. A multiplex protein panel assay for severity prediction and outcome prognosis in patients with COVID-19: An observational multi-cohort study. EClinicalMedicine. 2022; 49101495.      [DOI]