Publications in the NUM

Wiegand HF, Adorjan K, Stoffers-Winterling J, Scheithauer S, Schmitt J, Tuescher O, Falkai P, Lieb K. Psychische Gesundheit und psychiatrisch-psychotherapeutische Versorgung als Elemente von „pandemic and crisis preparedness“ [Mental health and mental healthcare as elements of pandemic and crisis preparedness]. Der Nervenarzt. 2025;      [DOI]      [File] 

MR B, Ü A, S D, P N, M Z, E F, A J, M K, NR K, M N, R R, M B, F D, M O, T P, J K, T P, K M, A B, R B. Real-world federated learning in radiology: hurdles to overcome and benefits to gain.. Journal of the American Medical Informatics Association : JAMIA. 2025 Jan.;      [DOI] 

Märkl B, Schaller T. Rechtliche und organisatorische Aspekte der Obduktion in Deutschland. Die Pathologie. 2025 Jul.; 46(4):230-234.      [DOI]      [File] 

M M, FC L, B B, AC K, Weber M, B B, FG M. Repeatability of radiomic features in myocardial T1 and T2 mapping.. European radiology. 2025 Mar.;      [DOI] 

Petrov L, Brumhard S, Wisniewski S, Georg P, Hillus D, Hiller A, Astaburuaga-García R, Blüthgen N, Wyler E, Vogt K, Dey H, Stillfried Sv, Iwert C, Bülow RD, Märkl B, Maas L, Langner C, Meyer T, Loske J, Eils R, Lehmann I, Ondruschka B, Ralser M, Trimpert J, Boor P, Bedoui S, Meisel C, Mall M, Corman V, Sander LE, Röhmel J, Sawitzki B. Rewired type I IFN signaling is linked to age-dependent differences in COVID-19. Cell Reports Medicine. 2025 Aug.; 6(8):102285.      [DOI]      [File] 

N T, C K, SM B, N E, D W, SA S, D V, N S, F F, L P, B G, B J, S S, T S, Beer M. Semi-quantitative software evaluation of COVID-19 CT examinations-correlation with clinical parameters.. Journal of thoracic disease. 2025 Oct.;      [DOI] 

OL S, Zhu J, G M, ZI C, NR P, L ES, PC V, S K, NG L, K P, M L, J B, KA A, G A, C K, A K, M K, C R, S N, A A, R P, R M, W V, J C, Schulz V, M W, S M, A C, Kuhl C, FJ G, D T, JN K. Swarm learning with weak supervision enables automatic breast cancer detection in magnetic resonance imaging.. Communications medicine. 2025 Feb.;      [DOI] 

Hoffmann T, U T, LB B, Lassen-Schmidt B, D R, T W, M K, P O, J B, F G, G W, A P. The association of symptoms, pulmonary function test and computed tomography in interstitial lung disease at the onset of connective tissue disease: an observational study with artificial intelligence analysis of high-resolution computed tomography.. Rheumatology international. 2025 Aug.;      [DOI] 

Herrmann T, Mallow J, Plaumann M, Lehmann R, Baecke S, Berger J, Rak M, Franke M, Heinrich P, Tiller D, Pirkl A, Bernarding J, Bruns C. The implementation of broad consent at university hospitals. Dtsch. Arztebl. Int.. 2025 Jun.; 122(12):338—339.

T P, P F, A B, P I, D M, T P, M S, T V, J K, F D. The RACOON viral pneumonia score for structured reporting of pre-existing, acute, and post-pneumonic findings on chest CT.. Frontiers in medicine. 2025;      [DOI] 

Bludau A, Jack A, Fischer N, Dreesman J, Drosten C, Egelkamp R, Ehlkes L, Feil F, Grundhoff A, Grundmann H, Kreuzer P, Monazahian M, Overesch I, Schmitt D, Troeger M, Reiswitz A, Weber J, Dilthey A, Hornberg C, Reuter S, Scheithauer S. Use of integrated genomic surveillance by local public health authorities: Recommendations based on a mixed-methods study of current adoption, applications and success factors, Germany, 2023. Eurosurveillance. 2025;      [DOI]      [File] 

Liebl ME, Reisshauer A, Loudovici-Krug D, Baumbach P, Appel KS, Blaschke S, Erber J, Grewe I, Hagen M, Heim E, Pütz SM, Lehnert K, Meybohm P, Miljukov O, Milovanovic M, Miranda SM, Römmele C, Tepasse P, Vehreschild JJ, Weinert N, Weigl M, Wendel J, Lemhöfer C. Utilization of interdisciplinary in-hospital early rehabilitation in COVID-19 patients - a multicenter cohort study in the National Pandemic Cohort Network (NAPKON) in Germany. PloS one. 2025; 20(10):e0334941.      [DOI] 

M G, A E, M R, F U, R H, J S, S L, O T, LP H, K L, K A, HF W. Utilization of mental health services during the first year of the COVID-19 pandemic - a systematic review and meta-analysis. Eur Psychiatry. 2025;      [DOI]      [File] 

Von Stillfried S. Von der Obduktion zur Translation. Die Pathologie. 2025 Nov.; 47(Suppl 1):62-67.      [DOI]      [File] 

Bienzeisler J, Kombeiz A, Heidemeyer H, Hertwig M, Erdmann B, Pegoraro M, Ehrentreich S, Eder PA, Mosebach J, Rashid A, Majeed RW. Embedding FHIR in Medical PDF: A Migration Path for Interoperable Documentation. In: Röhrig, Rainer and Ganslandt, Thomas and Jung, Klaus and Kock-Schoppenhauer, Ann-Kristin and König, Jochem and Sax, Ulrich and Sedlmayr, Martin and Spreckelsen, Cord and Zapf, Antonia, editors. Studies in Health Technology and Informatics. IOS Press; 2025 Sep..      [DOI]      [File] 

Heming M, B"orsch A, Melnik S, Gmahl N, M"uller-Miny L, Dambietz C, Fisch L, Kühnel T, Brix TJ, Janssen A, Schumann E, Gross CC, Varghese J, Hahn T, Wiendl H, Meyer Zu H"orste G. Atlas of Cerebrospinal Fluid Immune Cells Across Neurological Diseases. Ann Neurol. 2024 Dec. 12; 97(4):779—790.

Hoffmann T, U T, Lassen-Schmidt B, C K, M K, M F, D R, P O, J B, M F, G W, F G, A P. [Is JAK inhibition an option in the treatment of interstitial lung disease in rheumatoid arthritis?].. Zeitschrift fur Rheumatologie. 2024 Aug.;      [DOI] 

Steinbeis F, Kedor C, Meyer H, Thibeault C, Mittermaier M, Knape P, Ahrens K, Rotter G, Temmesfeld-Wollbrück B, Sander LE, Kurth F, Witzenrath M, Scheibenbogen C, Zoller T. A new phenotype of patients with post-COVID-19 condition is characterised by a pattern of complex ventilatory dysfunction, neuromuscular disturbance and fatigue symptoms. ERJ Open Research. 2024; 10(5):      [DOI]      [File] 

Bialke M, Hampf C, Blumentritt A, Moser F, Lang S, Stehn A, Sargsyan E, Hoffmann W, Kraus M. A semantic consent code to facilitate consistent documentation and implementation of consent in collaborative medical research. International journal of medical informatics. 2024; 190105545.      [DOI] 

D V, T M, D W, S O, S M, M G, TJ E, Beer M. Applicability of the CT Radiomics of Skeletal Muscle and Machine Learning for the Detection of Sarcopenia and Prognostic Assessment of Disease Progression in Patients with Gastric and Esophageal Tumors.. Diagnostics (Basel, Switzerland). 2024 Jan.;      [DOI] 

Hoffmann T, U T, Lassen-Schmidt B, D R, LB B, M K, P O, J B, F G, G W, A P. Artificial intelligence-based quantification of pulmonary HRCT (AIqpHRCT) for the evaluation of interstitial lung disease in patients with inflammatory rheumatic diseases.. Rheumatology international. 2024 Nov.;      [DOI] 

Harries M, Rodiah VKJ, Hassenstein MJ, Ortmann J, Dreier M, Holt I, Brinkmann M, Dulovic A, Gornyk D, Hovardovska O, Kuczewski C, Kurosinski M, 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. International Journal of Infectious Diseases. 2024;      [DOI]      [File] 

Harries M, Jaeger V, Rodiah I, Hassenstein MJ, Ortmann J, Dreier M, von 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. International Journal of Infectious Diseases. 2024 Feb.; 13950-58.      [DOI] 

P F, R H, J K, A W, D M, D PDS, S L, T P. ChatGPT yields low accuracy in determining LI-RADS scores based on free-text and structured radiology reports in German language.. Frontiers in radiology. 2024;      [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. 2024 Mar.; 138(2):431-442.      [DOI]      [File] 

V G, B E, C R, R F, B G, S B, C B, J K, F N, R B, K Y, T P, AM B, MM Q, G B, H L, MJ C, S O, E K, R C, RD W, T C, D B, M L, R H, H S. Current State of Community-Driven Radiological AI Deployment in Medical Imaging.. JMIR AI. 2024 Dec.;      [DOI] 

M T, L G, B S, S N, W B, UI A, D K, JA L, AM S. Deep learning for opportunistic, end-to-end automated assessment of epicardial adipose tissue in pre-interventional, ECG-gated spiral computed tomography.. Insights into imaging. 2024 Dec.;      [DOI] 

S N, C K, M T, M M, UI A, AM S, JA L. Deep learning-based assessment of CT markers of sarcopenia and myosteatosis for outcome assessment in patients with advanced pancreatic cancer after high-intensity focused ultrasound treatment.. European radiology. 2024 Jan.;      [DOI] 

H L, H L, H , R G, H H, A T, D W, T P, I S, MH C, Q Y, D S, S S, F C, M H, I O, D C, A K, B L. Deep Learning-based Unsupervised Domain Adaptation via a Unified Model for Prostate Lesion Detection Using Multisite Biparametric MRI Datasets.. Radiology. Artificial intelligence. 2024 Sep.;      [DOI] 

Appel KS, Nürnberger C, Bahmer T, Förster C, Polidori MC, Kohls M, Kraus T, Hettich-Damm N, Petersen J, Blaschke S, Bröhl I, Butzmann J, Dashti H, Deckert J, Dreher M, Fiedler K, Finke C, Geisler R, Hanses F, Hopff SM, Jensen BO, Konik M, Lehnert K, Miranda SMN, Mitrov L, Miljukov O, Reese J, Rohde G, Scherer M, Tausche K, Tebbe JJ, Vehreschild JJ, Voit F, Wagner P, Weigl M, Lemhöfer C, Hamelmann E, Heidenreich H, Hornberg C, Kulamadayil-Heidenreich NSA, Maasjosthusmann P, Muna A, Ruwe M, Stellbrink C, Buechner N, Dashti Y, Tessmer C, Laumerich B, Silberbaur I, Bader S, Engelmann M, Fuchs A, Langer A, Maerkl B, Messmann H, Muzalyova A, Roemmele C, Berner R, Dressen S, Koch T, Lindemann D, Seele K, Spieth P, Toepfner N, Bonin SV, Feldt T, Keitel V, Killer A, Knopp L, Luedde T, Lutterbeck M, Paluschinski M, Pereira JPV, Timm J, Kraska D, Kremer AE, Leppkes M, Mang J, Neurath MF, Prokosch HU, Schmid J, Vetter M, Willam C, Wolf K, Arendt C, Bellinghausen C, Cremer S, Groh A, Gruenewaldt A, Khodamoradi Y, Klinsing S, Vehreschild M, Vogl T, Engels ALF, Jarczak D, Kerinn M, Kluge S, Kobbe R, Petereit S, Schlesner C, Zeller T, Baber R, Bercker S, Krug N, Mueller SD, Wirtz H, Boeckel G, Meier JA, Nowacki T, Tepasse PR, Vollenberg R, Wilms C, Dahl E, Marx N, Mueller-Wieland D, Wipperfuerth J, Brochhausen-Delius C, Burkhardt R, Feustel M, Haag O, Hansch S, Malfertheiner M, Niedermair T, Schuster P, Wallner S, Barkey W, Erber J, Fricke L, Lieb J, Michler T, Mueller L, Spinner C, Winter C, Bitzer M, Bunk S, Göpel S, Haeberle H, Kienzle K, Mahrhofer H, Malek N, Rosenberger P, Struemper C, Trauner F, Frantz S, Frey A, Haas K, Haertel C, Herrmann J, Isberner N, Liese J, Meybohm P, Schmidt J, Schulze P, Brinkmann F, Brueggemann Y, Gambichler T, Hellwig K, Luecke T, Reinacher-Schick A, Schmidt WE, Schuette C, Steinmann E, Torres Reyes C, Hafke A, Hermanns G, Nussbeck SY, Santibanez-Santana M, Zeh S, Brochhagen L, Dolff S, Elsner C, Krawczyk A, Madel RJ, Otte M, Witzke O, Becker K, Doerr M, Piasta N, Schaefer E, Scheer C, Arlt A, Griesinger F, Guenther U, Hamprecht A, Juergens K, Kluge A, Meinhardt C, Meinhardt K, Petersmann A, Prenzel R, Brechtel M, Laugwitz M, Lee C, Sauer G, Schulze N, Seibel K, Stecher M, Hagen M, Sikdar S, Weismantel C, Wolf L, Günther K, Haug J, Haug F, Fiessler C, Heuschmann PU, Schmidbauer L, Jiru-Hillmann S, Bahls T, Valentin H, Chaplinskaya I, Hanß S, Krefting D, Pape C, Rainers M, Schoneberg A, Weinert N, Kraus M, Lorenz-Depiereux B, Lorbeer R, Schaller J, Fricke J, Krist L, Rönnefarth M, Schmidt S, Bahmer T, Hermes A, Krawczak M, Lieb W, Tamminga T, Herold S, Heuschmann P, Heyder R, Illig T, Witzenrath M, Group . Definition of the Post-COVID syndrome using a symptom-based Post-COVID score in a prospective, multi-center, cross-sectoral cohort of the German National Pandemic Cohort Network (NAPKON). Infection. 2024 Apr.;      [DOI] 

Weiß M, Gutzeit J, Appel KS, Bahmer T, Beutel M, Deckert J, Fricke J, Hanß S, Hettich-Damm N, Heuschmann PU, Horn A, Jauch-Chara K, Kohls M, Krist L, Lorenz-Depiereux B, Otte C, Pape D, Reese J, Schreiber S, Störk S, Vehreschild JJ, Hein G. Depression and fatigue six months post-COVID-19 disease are associated with overlapping symptom constellations: A prospective, multi-center, population-based cohort study. J. Affect. Disord.. 2024 May; 352296—305.      [DOI] 

Weiß M, Gutzeit J, Appel KS, Bahmer T, Beutel M, Deckert J, Fricke J, Hanß S, Hettich-Damm N, Heuschmann PU, Horn A, Jauch-Chara K, Kohls M, Krist L, Lorenz-Depiereux B, Otte C, Pape D, Reese J, Schreiber S, Störk S, Vehreschild JJ, Hein G. Depression and fatigue six months post-COVID-19 disease are associated with overlapping symptom constellations: A prospective, multi-center, population-based cohort study. Journal of affective disorders. 2024; 352296—305.      [DOI] 

M M, S I, B B, AC K, Weber M, FG M. Development and performance evaluation of fully automated deep learning-based models for myocardial segmentation on T1 mapping MRI data.. Scientific reports. 2024 Aug.;      [DOI] 

S N, H S, YC L, M T, D B, W B, Wulff B, UI A, R S, AM S. Development of image-based decision support systems utilizing information extracted from radiological free-text report databases with text-based transformers.. European radiology. 2024 May;      [DOI] 

AM B, T P, MS M. Editorial for "Magnetic Resonance Imaging-Based Classification Systems for Informing Better Outcomes of Adenomyosis After Ultrasound-Guided High-Intensity Focused Ultrasound Ablating Surgery".. Journal of magnetic resonance imaging : JMRI. 2024 May;      [DOI] 

S TA, L M, JN K, D T, S N. Enhancing diagnostic deep learning via self-supervised pretraining on large-scale, unlabeled non-medical images.. European radiology experimental. 2024 Feb.;      [DOI] 

AM B, A K, M K, S K, J D, E F, A S, D PDS, TJ V, MA V, Beeres M, C L, S H. Enhancing Forensic Diagnostics: Structured Reporting of Post-Mortem CT versus Autopsy for Laryngohyoid Complex Fractures in Strangulation.. Bioengineering (Basel, Switzerland). 2024 Aug.;      [DOI] 

Windeck S, Stillfried S, Triefenbach L, Nienaber U, Bülow RD, Röhrig R, Ondruschka B, Boor P, NATON . Entwicklung und Fortschritte des Nationalen Obduktionsnetzwerks (NATON). Die Pathologie. 2024 May; 45(3):203-210.      [DOI]      [File] 

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. Proceedings of the National Academy of Sciences. 2024 Jun.; 121(25):e2314262121.      [DOI] 

M S, S S, B W, J D, M N, L K, G R, AM B. Evaluating Medical Image Segmentation Models Using Augmentation.. Tomography (Ann Arbor, Mich.). 2024 Dec.;      [DOI] 

D S, P B, A F, M J, Z K, MT M, D H, T P, J S, Keilholz U, K M. First effectiveness data of lenvatinib and pembrolizumab as first-line therapy in advanced anaplastic thyroid cancer: a retrospective cohort study.. BMC endocrine disorders. 2024 Feb.;      [DOI] 

K K, C G, R H, M Z, T E, MC H, MM S, Y E, P K, JM B, K N, N H, J B, RV K, K M, C E, T D, A H, L G, RJ G, AC B, D M, T P, S L, JA L, A J, AI I, L P, J K. Generative Pre-trained Transformer 4 analysis of cardiovascular magnetic resonance reports in suspected myocarditis: A multicenter study.. Journal of cardiovascular magnetic resonance : official journal of the Society for Cardiovascular Magnetic Resonance. 2024;      [DOI] 

Zhou L, Pereiro MT, Li Y, Derigs M, Kuenne C, Hielscher T, Huang W, Kränzlin B, Tian G, Kobayashi K, Lu GN, Roedl K, Schmidt C, Günther S, Looso M, Huber J, Xu Y, Wiech T, Sperhake J, Wichmann D, Gröne H, Worzfeld T. Glucocorticoids induce a maladaptive epithelial stress response to aggravate acute kidney injury. Science Translational Medicine. 2024 Oct.; 16(767):eadk5005.      [DOI] 

Hoffmann A, R K, R D, C M, N T, N T, A P, K G, O H, JJ V, M S, SMN , L M, A F, Caliebe A, KE S, Holzwarth S, Y K, A S, L H, AK R, MJGT V, F B. Health and socio-demographic background of Ukrainian minors and their families in Germany - challenges for refugee medicine : A cross-sectional study from the German Network University Medicine (NUM).. European journal of pediatrics. 2024 Dec.;      [DOI] 

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] 

R U, T T, IF C, T. . Human resource management to assist infection prevention and control professionals: a scoping review.. Journal of Hospital Infection. 2024;      [DOI]      [File] 

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, Beerbaum P, 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, Hoffmann A, A S, Lange B, 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]