Publications in the NUM

Schwabenland M, Hasavci D, Frase S, Wolf K, Deigendesch N, Buescher JM, Mertz KD, Ondruschka B, Matschke J, Glatzel M, Frank S, Thimme R, Beck J, Hosp JA, Blank T, Bengsch B, Prinz M. High throughput spatial immune mapping reveals an innate immune scar in post-COVID-19 brains. Acta Neuropathologica. 2024 Jul.; 148(1):11.      [DOI] 

Hofmann A, Vehreschild JJ, Witzenrath M, Hoffmann W, Illig T, Schreiber S, Anton G, Hellmuth JC, Muenchhoff M, Scherer C, Pley C, Thibeault C, Kurth F, Berger S, Hummel M, Hopff SM, Stecher M, Appel K, Stahl D, Kraus M, Lorenz-Depiereux B, Hanß S, Kielmansegg S, Schlünder I, Niemeyer A, Heuschmann P, Krawczak M, Reese J. Integration von Bestandsdaten aus Kohorten- und Registerstudien in ein existierendes Forschungsnetzwerk: Nationales Pandemie Kohorten Netz (NAPKON). Gesundheitswesen (Bundesverband der Arzte des Offentlichen Gesundheitsdienstes (Germany)). 2024; 86(10):647—654.      [DOI] 

Orban E, Li LY, Gilbert M, Napp A, Kaman A, Topf S, Boecker M, Devine J, Reiß F, Wendel F, Jung-Sievers C, Ernst VS, Franze M, Möhler E, Breitinger E, Bender S, Ravens-Sieberer U. Mental health and quality of life in children and adolescents during the COVID-19 pandemic: a systematic review of longitudinal studies. Front Public Health. 2024 Jan.; 111275917.      [DOI] 

J E, V S, G P, N B, T K, M G, N K, S H, A P, AM B, G H, P B, G H, F W, J V, M W, DM R. Multiparametric Cardiovascular MRI Assessment of Post-COVID Syndrome in Children in Comparison to Matched Healthy Individuals.. Investigative radiology. 2024 Jun.;      [DOI] 

T R, C M, A T, A H, A S, B L, A P, R D, N T, N T, E V, S P, T L, F B. Natural and hybrid immunity after SARS-CoV-2 infection in children and adolescents.. Infection. 2024 Aug.;      [DOI] 

Lücke J, Böttcher M, Nawrocki M, Meins N, Schnell J, Heinrich F, Bertram F, Sabihi M, Seeger P, Pfaff M, Notz S, Blankenburg T, Zhang T, Kempski J, Reeh M, Wolter S, Mann O, Lütgehetmann M, Hackert T, Izbicki JR, Duprée A, Huber S, Ondruschka B, Giannou AD. Obesity and diabetes mellitus are associated with SARS-CoV-2 outcomes without influencing signature genes of extrapulmonary immune compartments at the RNA level. Heliyon. 2024; 10(2):e24508.      [DOI]      [File] 

Rong Z, Mai H, Ebert G, Kapoor S, Puelles VG, Czogalla J, Hu S, Su J, Prtvar D, Singh I, Schädler J, Delbridge C, Steinke H, Frenzel H, Schmidt K, Braun C, Bruch G, Ruf V, Sühs K, Nemati M, Hopfner F, Ulukaya S, Jeridi D, Mistretta D, Caliskan OS, Wettengel JM, Cherif F, Kolabas ZI, Molbay M, Horvath I, Zhao S, Krahmer N, Yildirim AÖ, Ussar S, Herms J, Huber TB, Tahirovic S, Schwarzmaier SM, Plesnila N, Höglinger G, Ondruschka B, Bechmann I, Protzer U, Elsner M, Bhatia HS, Hellal F, Erturk A. Persistence of spike protein at the skull-meninges-brain axis may contribute to the neurological sequelae of COVID-19. Cell Host & Microbe. 2024 Nov.;      [DOI]      [File] 

Schädler J, Lütgehetmann M, Schröder AS, Edler C, Püschel K, Ondruschka B, Fitzek A. Pilot study in Hamburg on the prevalence of SARS-CoV-2 infections and pandemic survey in the German funeral industry. Forensic Science, Medicine and Pathology. 2024; 20500—507.      [DOI]      [File] 

Gaertner F, Ishikawa-Ankerhold H, Stutte S, Fu W, Weitz J, Dueck A, Nelakuditi B, Fumagalli V, Van Den Heuvel D, Belz L, Sobirova G, Zhang Z, Titova A, Navarro AM, Pekayvaz K, Lorenz M, Von Baumgarten L, Kranich J, Straub T, Popper B, Zheden V, Kaufmann WA, Guo C, Piontek G, Von Stillfried S, Boor P, Colonna M, Clauß S, Schulz C, Brocker T, Walzog B, Scheiermann C, Nerlov C, Stark K, Petzold T, Engelhardt S, Sixt M, Hauschild R, Rudelius M, Oostendorp RAJ, Iannacone M, Heinig M, Massberg S. Plasmacytoid dendritic cells control homeostasis of megakaryopoiesis. Nature. 2024 Jul.; 631(8021):645—653.      [DOI]      [File] 

A S, C M, J S, J H, A P, D D, R B, T L, N T, F B. Post-coronavirus disease 2019-associated symptoms among children and adolescents in the SARS-CoV-2 Omicron era.. European journal of pediatrics. 2024 Dec.;      [DOI] 

Lahmer T, Weirich G, Porubsky S, Rasch S, Kammerstetter FA, Schustetter C, Schüffler P, Erber J, Dibos M, Delbridge C, Kuhn PH, Jeske S, Steinhardt M, Chaker A, Heim M, Heemann U, Schmid RM, Weichert W, Stock KF, Slotta-Huspenina J. Postmortem Minimally Invasive Autopsy in Critically Ill COVID-19 Patients at the Bedside: A Proof-of-Concept Study at the ICU. Diagnostics. 2024 Jan.; 14(3):294.      [DOI]      [File] 

J S, C S, BH A, W H, T B, M M, M M. Prediction of Seropositivity in Suspected Autoimmune Encephalitis by Use of Radiomics: A Radiological Proof-of-Concept Study.. Diagnostics (Basel, Switzerland). 2024 May;      [DOI] 

S TA, A Z, C K, M M, S N, R B, D R, D T, G K. Preserving fairness and diagnostic accuracy in private large-scale AI models for medical imaging.. Communications medicine. 2024 Mar.;      [DOI] 

Brinkmann F, Friedrichs A, Behrens GM, Behrens P, Berner R, Caliebe A, Denkinger CM, Giesbrecht K, Gussew A, Hoffmann AT, Hojenski L, Hovardovska O, Dopfer-Jablonka A, Kaasch AJ, Kobbe R, Kraus M, Lindner A, Maier C, Mitrov L, Nauck M, Miranda SN, Scherer M, Schmiedel Y, Stahl D, Timmesfeld N, Toepfner N, Vehreschild J, Wohlgemuth WA, Petersmann A, Vehreschild MJGT. Prevalence of infectious diseases, immunity to vaccine-preventable diseases and chronic medical conditions among Ukrainian refugees in Germany - A cross sectional study from the German Network University Medicine (NUM). Journal of infection and public health. 2024; 17(4):642—649.      [DOI] 

Brinkmann F, Friedrichs A, Behrens GM, Behrens P, Berner R, Caliebe A, Denkinger CM, Giesbrecht K, Gussew A, Hoffmann AT, Hojenski L, Hovardovska O, Dopfer-Jablonka A, Kaasch AJ, Kobbe R, Kraus M, Lindner A, Maier C, Mitrov L, Nauck M, Miranda SN, Scherer M, Schmiedel Y, Stahl D, Timmesfeld N, Toepfner N, Vehreschild J, Wohlgemuth WA, Petersmann A, Vehreschild MJGT. Prevalence of infectious diseases, immunity to vaccine-preventable diseases and chronic medical conditions among Ukrainian refugees in Germany – a cross sectional study from the German Network University Medicine (NUM). Journal of Infection and Public Health. 2024; Online ahead of print      [DOI]      [File] 

T P. Prostate MRI: what to consider when shopping for AI tools.. European radiology. 2024 Dec.;      [DOI] 

T P. Prostate-MRI reporting should be done with the aid of AI systems: Pros.. European radiology. 2024 Dec.;      [DOI] 

Radke J, Meinhardt J, Aschman T, Chua RL, Farztdinov V, Lukassen S, Ten FW, Friebel E, Ishaque N, Franz J, Huhle VH, Mothes R, Peters K, Thomas C, Schneeberger S, Schumann E, Kawelke L, Jünger J, Horst V, Streit S, Manitius R, Körtvélyessy P, Vielhaber S, Reinhold D, Hauser AE, Osterloh A, Enghard P, Ihlow J, Elezkurtaj S, Horst D, Kurth F, Müller MA, Gassen NC, Melchert J, Jechow K, Timmermann B, Fernandez-Zapata C, Böttcher C, Stenzel W, Krüger E, Landthaler M, Wyler E, Corman V, Stadelmann C, Ralser M, Eils R, Heppner FL, Mülleder M, Conrad C, Radbruch H. Proteomic and transcriptomic profiling of brainstem, cerebellum and olfactory tissues in early- and late-phase COVID-19. Nat Neurosci. Online ahead of print. 2024 Feb.;      [DOI] 

L C, EG B, F R, S B, S H, J B, K R, C S, T K, JA D. Radiomics Feature Stability in True and Virtual Non-Contrast Reconstructions from Cardiac Photon-Counting Detector CT Datasets.. Diagnostics (Basel, Switzerland). 2024 Nov.;      [DOI] 

A S, S Z, M H, HJ M, A A, J B. Radiomics parameters of epicardial adipose tissue predict mortality in acute pulmonary embolism.. Respiratory research. 2024 Oct.;      [DOI] 

K S, E B, SB S, VD V, J S, AG W, GA K. Re-identification of anonymised MRI head images with publicly available software: investigation of the current risk to patient privacy.. EClinicalMedicine. 2024 Dec.;      [DOI] 

Misailovski M, Koller D, Blaschke S, Berens M, Köster AM, Strobl R, Berner R, Boor P, Eisenmann M, Stillfried S, Krefting D, Krone M, Liese J, Meybohm P, Ulrich- Merzenich G, Zenker S, Scheithauer S, Grill E. Refining the hospitalization rate: A mixed methods approach to differentiate primary COVID-19 from incidental cases. Infection Prevention in Practice. 2024 Sep.; 6(3):100371.      [DOI]      [File] 

Zhang L, Kempf A, Nehlmeier I, Cossmann A, Richter A, Bdeir N, Graichen L, Moldenhauer A, Dopfer-Jablonka A, Stankov MV, Simon-Loriere E, Schulz SR, Jäck H, Cičin-Šain L, Behrens GMN, Drosten C, Hoffmann M, Pöhlmann S. SARS-CoV-2 BA.2.86 enters lung cells and evades neutralizing antibodies with high efficiency. Cell. 2024;      [DOI] 

Mohme M, Schultheiß C, Piffko A, Fitzek A, Paschold L, Thiele B, Püschel K, Glatzel M, Westphal M, Lamszus K, Matschke J, Binder M. SARS-CoV-2-associated T-cell infiltration in the central nervous system. Clinical & Translational Immunology. 2024 Jan.; 13(2):e1487.      [DOI]      [File] 

J G, DJ S, K H, M B, L Q, S A, S B, A G, M B, A G, S L, T P, T Z, O B. Seeing the primary tumor because of all the trees: Cancer type prediction on low-dimensional data.. Frontiers in medicine. 2024 Aug.;      [DOI] 

P T, C K, D B, A L, M B, HA K. Segmentation-based cardiomegaly detection based on semi-supervised estimation of cardiothoracic ratio.. Scientific reports. 2024 Mar.;      [DOI] 

J E, CM J, S S, I M, H C, M M, K M, E C, GK L, S B, G A, E T. Sex-specific ventricular morphology, function, and tissue characteristics in arterial hypertension: a magnetic resonance study of the Hamburg city health cohort.. European radiology. 2024 Nov.;      [DOI] 

I S, A Z, LJ F, D S, HJ M, M H, C M, JH N, JR K, J B, A S. Short-term mortality prediction in acute pulmonary embolism: Radiomics values of skeletal muscle and intramuscular adipose tissue.. Journal of cachexia, sarcopenia and muscle. 2024 Aug.;      [DOI] 

A S, B K, S A, A A, S A, EG B, J B, E B, A B, SM B, C E, M G, S G, A G, F G, A H, P J, C K, J K, MD K, C L, N L, M M, FG M, HJ M, A M, T P, LP S, M S, G A, B V. Standardization of a CT Protocol for Imaging Patients with Suspected COVID-19-A RACOON Project.. Bioengineering (Basel, Switzerland). 2024 Feb.;      [DOI] 

Meinhardt J, Streit S, Dittmayer C, Manitius Rv, Radbruch H, Heppner FL. The neurobiology of SARS-CoV-2 infection. Nature Reviews Neuroscience. 2024 Jan.; 25(1):30—42.      [DOI]      [File] 

J K, P F, MF F, JP G, C B, AI I, D M, C H, T P, N GH. The worldwide COVID-19 pandemic caused a decline in sonographic examinations - is this a continuing trend?. RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin. 2024 Dec.;      [DOI] 

Y P, F B, R G, R G, A H, E H, D K, S L, A V, M S. Use of Metadata-Driven Approaches for Data Harmonization in the Medical Domain: Scoping Review.. JMIR medical informatics. 2024 Feb.;      [DOI] 

S S, V S, JJM R, VA Z, R B, TT M, D R. Using UK Biobank data to establish population-specific atlases from whole body MRI.. Communications medicine. 2024 Nov.;      [DOI] 

AM B, J E, J D, R S, T H, E F, M W, T P, B H, FK C, T V, J K, M B. Value of MRI - T2 Mapping to Differentiate Clinically Significant Prostate Cancer.. Journal of imaging informatics in medicine. 2024 Dec.;      [DOI] 

Donker T, Papathanassopoulos A, Ghosh H, Kociurzynski R, Felder M, Grundmann H, Reuter S. Estimation of SARS-CoV-2 fitness gains from genomic surveillance data without prior lineage classification. 2024.      [DOI] 

JMM R, L M, GL B, N F, JC R, J N, S O, M G, B S, P S, H A, C F, T P. A machine learning tool to improve prediction of mediastinal lymph node metastases in non-small cell lung cancer using routinely obtainable [¹⁸F]FDG-PET/CT parameters.. European journal of nuclear medicine and molecular imaging. 2023 Jun.;      [DOI] 

Appel KS, Geisler R, Maier D, Miljukov O, Hopff SM, Vehreschild JJ. A systematic review of predictor composition, outcomes, risk of bias, and validation of COVID-19 prognostic scores. Clin. Infect. Dis.. 2023 Oct.;      [DOI]  [Pubmed] 

M K, M I, U T, F G. Added value of chest CT in a machine learning-based prediction model to rule out COVID-19 before inpatient admission: A retrospective university network study.. European journal of radiology. 2023 Jun.;      [DOI] 

AS S, S P, A K, S A, D K, M S, H S, AG C, CM F. Admission rates and clinical profiles of children and youth with eating disorders treated as inpatients before and during the COVID-19 pandemic in a German university hospital.. Frontiers in public health. 2023;      [DOI] 

F M, J K, R S, H L, P F, Y J, M R, D L, M W, W L, M N, Y S, L A, X H, D M, A G, I K, A B, D M, L Z, F T, M L, M P, H Z, T P. AI support for accurate and fast radiological diagnosis of COVID-19: an international multicenter, multivendor CT study.. European radiology. 2023 Jun.;      [DOI] 

Salzberger B, Mellmann A, Bludau A, Ciesek S, Corman V, Dilthey A, Donker T, Eckmanns T, Egelkamp R, Gatermann SG, Grundmann H, Häcker G, Kaase M, Lange B, Mielke M, Pletz MW, Semmler T, Thürmer A, Wieler LH, Wolff T, Widmer AF, Scheithauer S. An appeal for strengthening genomic pathogen surveillance to improve pandemic preparedness and infection prevention: the German perspective. Infection. 2023 Aug.; 51(4):805—811.

Steinbeis F, Thibeault C, Steinbrecher S, Haack IA, August D, Balzuweit B, Bellinghausen C, Berger S, Chaplinskaya-Sobol I, Cornely O, Doeblin P, Endres M, Fink C, Finke C, Frank S, Hanß S, Hartung T, Hellmuth JC, Herold S, Heuschmann P, Heyckendorf J, Heyder R, Hippenstiel S, Hoffmann W, Kelle SU, Knape P, Koehler P, Kretzler L, Leistner DM, Lienau J, Lorbeer R, Lorenz-Depiereux B, Lüttke CD, Mai K, Merle U, Meyer-Arndt LA, Miljukov O, Muenchhoff M, Müller-Plathe M, Neuhann J, Neuhauser H, Nieters A, Otte C, Pape D, Pinto RM, Pley C, Pudszuhn A, Reuken P, Rieg S, Ritter P, Rohde G, Rönnefarth M, Ruzicka M, Schaller J, Schmidt A, Schmidt S, Schwachmeyer V, Schwanitz G, Seeger W, Stahl D, Stobäus N, Stubbe HC, Suttorp N, Temmesfeld B, Thun S, Triller P, Trinkmann F, Vadasz I, Valentin H, Vehreschild M, Kalle C, Lilienfeld-Toal M, Weber J, Welte T, Wildberg C, Wizimirski R, Zvork S, Sander LE, Vehreschild J, Zoller T, Kurth F, Witzenrath M. Analysis of acute COVID-19 including chronic morbidity: protocol for the deep phenotyping National Pandemic Cohort Network in Germany (NAPKON-HAP). Infection. 2023 Jul.; 52(1):93-104.      [DOI]  [Pubmed] 

Hellwig D, Hellwig NC, Boehner S, Fuchs T, Fischer R, Schmidt D. Artificial intelligence and deep learning for advancing PET image reconstruction: State-of-the-art and future directions. Nuklearmedizin. 2023; 62(6):334—342.      [DOI]  [Weblink] 

Harries M, Jaeger VK, Rodiah I, Hassenstein MJ, Ortmann J, Dreier M, Holt I, Brinkmann M, Dulovic A, Gornyk D, Hovardovska O, Kuczewski C, Kurosinski MA, Schlotz M, Schneiderhan-Marra N, Strengert M, Krause G, Sester M, Klein F, Petersmann A, Karch A, Lange B. Bridging the gap - estimation of 2022/2023 SARS-CoV-2 healthcare burden in Germany based on multidimensional data from a rapid epidemic panel. Int. J. Infect. Dis.. 2023 Nov.;

PP J, C E, AM B, T P, M L, J K, T D. Challenges in Implementing the Local Node Infrastructure for a National Federated Machine Learning Network in Radiology.. Healthcare (Basel, Switzerland). 2023 Aug.;      [DOI] 

M E, M D, N N, CO S, M L, M S. Classifying sex with volume-matched brain MRI.. Neuroimage. Reports. 2023 Sep.;      [DOI] 

HJ M, B M, A W, A S. Clinical importance of thoracal lymphadenopathy in COVID-19.. Journal of infection and public health. 2023 Aug.;      [DOI] 

Gagiannis D, Hackenbroch C, Bloch W, Zech F, Kirchhoff F, Djudjaj S, Stillfried S, Bülow R, Boor P, Steinestel K. Clinical, Imaging, and Histopathological Features of Pulmonary Sequelae Following Mild COVID-19. American Journal of Respiratory and Critical Care Medicine. 2023 Jun.;      [DOI]      [File] 

S TA, P I, M S, G M, F K, JN K, C K, S N, D T. Collaborative training of medical artificial intelligence models with non-uniform labels.. Scientific reports. 2023 Apr.;      [DOI] 

Bräutigam K, Reinhard S, Wartenberg M, Forster S, Greif K, Granai M, Bösmüller H, Klingel K, Schürch CM. Comprehensive analysis of SARS-CoV-2 receptor proteins in human respiratory tissues identifies alveolar macrophages as potential virus entry site. Histopathology. 2023 May; 82(6):846—859.      [DOI]