Publications in the NUM

K S, E B, Schäfer 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 A, 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 M, Simon-Loriere E, Schulz S, Jäck H, Cičin-Šain L, Behrens G, 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] 

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, Jaeck H, Čičin-Šain L, Behrens GMN, Drosten C, Hoffmann M, Poehlmann S. SARS-CoV-2 BA.2.86 enters lung cells and evades neutralizing antibodies with high efficiency. Cell. 2024;      [DOI]      [File] 

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, Liebold A, Beer M, 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, Gebler R, 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, Beeres M. Value of MRI - T2 Mapping to Differentiate Clinically Significant Prostate Cancer.. Journal of imaging informatics in medicine. 2024 Dec.;      [DOI] 

Kombeiz A, Bienzeisler J, Majeed RW, Röhrig R, Group AR. Designing a User-Friendly Data Request Management System for a Growing Health Data Network – A Case Study in the AKTIN Registry. In: Stoicu-Tivadar, Lăcrămioara and Benis, Arriel and Deserno, Thomas M. and Bolboacă, Sorana D. and Saranto, Kaija and Crişan-Vida, Mihaela and Gallos, Parisis and Chirila, Oana S. and Weber, Patrick and Mihalaş, George and Tamburis, Oscar, editors. Studies in Health Technology and Informatics. IOS Press; 2024 Nov..      [DOI]      [File] 

J E, N A, C M, R H, O S, L H, L R, A S, J S, M G. Entwicklung eines Kerndatensatzes von Qualitätsindikatoren für Qualität und Patientensicherheit während Pandemien in Universitätskliniken in Deutschland.. In: 23. Deutscher Kongress für Versorgungsforschung (DKVF), Potsdam. 2024.      [DOI]      [File] 

TODO

JMM R, L M, Baumgärtner G, N F, JC R, J N, S O, M G, Schmidt B, 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, Zhang L, F T, M L, M P, Zhang H, 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 S, Grundmann H, Häcker G, Kaase M, Lange B, Mielke M, Pletz M, Semmler T, Thürmer A, Wieler L, Wolff T, Widmer A, 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.      [DOI] 

Salzberger B, Mellmann A, Bludau A, Ciesek S, Corman V, Dilthey A, Donker T, Eckmanns T, Egelkamp R, Gaterman SG, Grundmann H, Haecker G, Kaase M, Lange B, Mielke M, Pletz MW, Semmler T, Thuermer 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;      [DOI]      [File] 

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 R, 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] 

PP J, C E, AM B, T P, Lukas M, 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, Schmidt C, 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, Kuhl C, 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] 

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 V, Sander LE, Mashreghi M, Conrad T, Hocke A, 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, Kuhl C, 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 V, Harries M, R"ucker V, Streeck H, Blaschke S, Petersmann A, Toepfner N, Nauck M, Hassenstein MJ, Dreier M, von 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, Rübsamen 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, Haecker G, Kaase M, Lange B, Mellmann A, Mielke M, Pletz M, Salzberger B, Thuermer A, Widmer A, Wieler LH, Wolff T, Gatermann S, Semmler T. Etablierung der Genomischen Erreger-Surveillance zur Stärkung des Pandemie- und Infektionsschutzes in Deutschland. [Establishment of genomic pathogen surveillance to strengthen pandemic preparedness and infection prevention in Germany].. Bundesgesundheitsblatt -Gesundheitsforschung - Gesundheitsschutz. 2023;      [DOI]      [File] 

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]