Publications in the NUM

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] 

M M, S I, B B, AC K, MA W, 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, B W, 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, M B, 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 Mar.;      [DOI]      [File] 

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, U K, 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] 

AT H, 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, A C, KE S, S H, 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] 

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; 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] 

TODO

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]