Publications in the NUM

Bartenschlager C, Frey R, Freitag M, et al . Managing hospital visitor admission during Covid-19: A discrete-event simulation by the data of a German University Hospital.      [DOI] 

Klein C, Borsche M, Balck A, et al . One-year surveillance of SARS-CoV-2 transmission of the ELISA Cohort: A model for population-based monitoring of infection risk. Science Adv.

Jukic M, Dunkel A, Haller B, et al . Persistent loss of smell and taste perception in subjects with anti-SARS-CoV-2 antibodies.

Kahn M, Zellmer S, Ebigbo A, et al . Progress of the vaccination campaign among HCW in AGP in Germany.

Wulff A, Biermann P, Landesberger T, et al . A Smart Infection Control System for COVID-19 Infections in Hospitals. In: Conference on 66. Jahrestagung der Deutschen Gesellschaft für Medizinische Informatik, Biometrie und Epidemiologie e.V. (GMDS) 2021.     [File] 

Wulff A, Biermann P, Landesberger T, et al . Tracing COVID-19 infection chains within healthcare institutions: Another brick in the wall against SARS-CoV-2. In: MedInfo Conference 2021.     [File] 

T H, U T, B L, D R, LB B, T W, M K, J B, F G, G W, A P. AI-based HRCT quantification reveals DLCO and TLC as key determinants of ILD severity in connective tissue diseases.. RMD open. 2025 Oct.;      [DOI] 

D S, S S, TT M, Y Z, L S, D R, R B. AI-driven preclinical disease risk assessment using imaging in UK biobank.. NPJ digital medicine. 2025 Jul.;      [DOI] 

D T, LP S, N B, S G, C F, AK R, W L, S S, W M, C M, M K, N W, T B, S R, K F, JJ V, O J, C M, S A, M L. Alterations of the amygdala in post-COVID olfactory dysfunction.. Scientific reports. 2025 Oct.;      [DOI] 

S S, GL B, T O, A T, M S, D W, MP W, U H, H K, T P, J N. An Explainable AI Exploration of the Machine Learning Classification of Neoplastic Intracerebral Hemorrhage from Non-Contrast CT.. Cancers. 2025 Jul.;      [DOI] 

M L, R R, S S, GL B, I S, A P, R S, TA A, J N, AM H, L S, L P, R H, CA H, T P. Analyzing the TotalSegmentator for facial feature removal in head CT scans.. Radiography (London, England : 1995). 2025 Jan.;      [DOI] 

C L, E K, J L, D B, E F, JT K, SJ M. Association of cervical artery stenosis with common cerebral microvascular lesions and coronary artery calcifications.. Frontiers in neuroimaging. 2025;      [DOI] 

NA L, A K, T B, OJ O, F P, V S, MS M, R F, C B, J S. Automated quality assurance of imaging dose and protocol adherence in computed tomography radiotherapy planning using TotalSegmentator-based segmentation.. Strahlentherapie und Onkologie : Organ der Deutschen Rontgengesellschaft ... [et al]. 2025 Nov.;      [DOI] 

L G, M T, S N, D K, W B, JA L, AM S. Automated Scan Region Classification and Patient-specific Dose Modeling for Enhanced Dose Management in Computed Tomography.. Investigative radiology. 2025 Oct.;      [DOI] 

S S, U F, J K, R R, GL B, M L, IT S, AM H, H J, M M, D G, B W, T P. Automatic 3D Tracking of Liver Metastases: Follow-Up Assessment of Cancer Patients in Contrast-Enhanced MRI.. Bioengineering (Basel, Switzerland). 2025 Aug.;      [DOI] 

J Z, MP E, T F, A S, PC V, G S, J E, P P, R DSF, F A, M H, E V, J R, S R, A K, JK M, B K, G S, M K, LA K, H G, H S, I S, F A, D H, M E, G F, D K, M B, HU P, C G. Bridging Data Silos in Oncology with Modular Software for Federated Analysis on Fast Healthcare Interoperability Resources: Multisite Implementation Study.. Journal of medical Internet research. 2025 Apr.;      [DOI] 

N M, A F, B P, J K, E F, G L, V A, J E. Comparative Analysis of nnUNet and MedNeXt for Head and Neck Tumor Segmentation in MRI-Guided Radiotherapy.. Head and Neck Tumor Segmentation for MR-Guided Applications : First MICCAI Challenge, HNTS-MRG 2024, held in conjunction with MICCAI 2024, Marrakesh, Morocco, October 17, 2024, proceedings. 2025;      [DOI] 

M L, A B, R R, S S, GL B, I S, AM H, S E, A M, CA H, A F, T P. Comparing large language models and text embedding models for automated classification of textual, semantic, and critical changes in radiology reports.. European journal of radiology. 2025 Oct.;      [DOI] 

R S, C R, H X, Y H, EY Y, L H, O S, Y L, L N, F H, R R, SA A, CA H, T P, B G, LJ S. Comparing the Prognostic Value of Quantitative Response Assessment Tools and LIRADS Treatment Response Algorithm in Patients with Hepatocellular Carcinoma Following Interstitial High-Dose-Rate Brachytherapy and Conventional Transarterial Chemoembolization.. Cancers. 2025 Apr.;      [DOI] 

S E, B L, A D, JA L, J N, T P. Comparison of Multiple State-of-the-Art Large Language Models for Patient Education Prior to CT and MRI Examinations.. Journal of personalized medicine. 2025 Jun.;      [DOI] 

M G, S Z, S R, Y T, FT G, AW M, P R, J B, M M, D R, F L, E B, R B. CT-Derived Quantitative Image Features Predict Neoadjuvant Treatment Response in Adenocarcinoma of the Gastroesophageal Junction with High Accuracy.. Cancers. 2025 Jan.;      [DOI] 

M R, L H, C S, F H, J K. De-identification of medical imaging data: a comprehensive tool for ensuring patient privacy.. European radiology. 2025 Dec.;      [DOI] 

Q T, J M, L N, MD N, MH L, T P, S H, R P, B H, D G, M W, TC W. Deep learning enabled near-isotropic CAIPIRINHA VIBE in the nephrogenic phase improves image quality and renal lesion conspicuity.. European journal of radiology open. 2025 Jun.;      [DOI] 

T W, B H, JC H, R ES, A K, B K, I P, B , C U, MA B, P V, J D, KH M, T W. Enhancing deep learning methods for brain metastasis detection through cross-technique annotations on SPACE MRI.. European radiology experimental. 2025 Feb.;      [DOI] 

S W, L R, SJ W, A D, R G, IG S, G P, A L, T P, M P, CJ W, J W, M E, WP F, S G, R P, FE L, TD B, AR P. ESUR: Opportunities for PSMA-PET/CT and whole-body MRI in advanced prostate cancer.. European radiology. 2025 Nov.;      [DOI] 

MD K, C R, A H, A B, M K, W H, TJ B, M F, J H, M O, M S, F N, K B, R H. Exploration of Fully-Automated Body Composition Analysis Using Routine CT-Staging of Lung Cancer Patients for Survival Prognosis.. Journal of cachexia, sarcopenia and muscle. 2025 Aug.;      [DOI] 

S B, A H, JS K, V S, M N, I S, SO R, F K, L B, E O, T K, H Z, VS H, M H, F A, M K, U Z, O K, B S, V B, S B, M , U E, E B, B B, A D, C R, J R, B W, D S, H S, P P, M B, F K, V D, A B, M M, P U, J W, K K, M S, I V, D T, HA K, N S, B I, S B, U M, A B, J H, MC K, H T, B H. External validation of a multiple sclerosis treatment decision score using data from the ProVal-MS cohort study.. Therapeutic advances in neurological disorders. 2025;      [DOI] 

S S, B M, O T, M R, L D, S M, R S, S S, M I, S B, G B, P S, K L, P H, SMN , M D. Impact of sarcopenia and obesity on mortality in older adults with SARS-CoV-2 infection: automated deep learning body composition analysis in the NAPKON-SUEP cohort.. Infection. 2025 Oct.;      [DOI] 

B L, S E, WM L, D S, R S, AM H, A D, J N, T P. Large language models for patient education prior to interventional radiology procedures: a comparative study.. CVIR endovascular. 2025 Oct.;      [DOI] 

J K, R H, L G, AI I, P F, J B, D Z, KR L, OA O, S L, M S, D M, C K, T P, M S. Large Language Models-Supported Thrombectomy Decision-Making in Acute Ischemic Stroke Based on Radiology Reports: Feasibility Qualitative Study.. Journal of medical Internet research. 2025 Feb.;      [DOI] 

J H, C M, A S, A H, A P, T L, N T, F B. Long-term effects of SARS-CoV-2 infection and vaccination in a population-based pediatric cohort.. Scientific reports. 2025 Jan.;      [DOI] 

S H, K S, M J, S D, S K, A S, C M, J S, K P, J P, AC M, R B, F B, N T. PaedVacCOVID - safety of the BNT162b2 vaccine against the SARS-CoV-2 in children with and without comorbidities aged 5 to 11 years.. Infection. 2025 Apr.;      [DOI] 

A J, P F, F M, H Z, D M, A G, J W, AM B, D M, J K, R S, T P. Performance of AI Approaches for COVID-19 Diagnosis Using Chest CT Scans: The Impact of Architecture and Dataset.. RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin. 2025 Apr.;      [DOI] 

T R, AT H, C M, R D, R K, A F, GMN B, P B, R B, A C, CM D, K G, L H, O H, A D, O I, AJ K, M K, L M, M N, SN , M S, Y S, D S, N T, N T, J V, WA W, A P, MJGT V, F B. Performance of whole blood interferon-γ release assays in SARS-CoV-2 and tuberculosis is age dependent.. Infection. 2025 Dec.;      [DOI] 

MB K, T W, M E, N S, J E, C H, C P, HO S, FJ S, RE S, G H, F W, S H, DM R. Photon-counting Detector CT Enables Pediatric Low-dose Chest Imaging With Further Reduction of Radiation Exposure.. Investigative radiology. 2025 Sep.;      [DOI] 

AM B, E F, C E, L M, T E, R K, M S, MJ S, MA F, D M, B M, S G, F M, H S, N K, DM R, N L, C W, MS M, L S, J B, HJ M, A S. Prognostic value of CT-defined coronary sclerosis in COVID-19: results of a multicenter study based on the Weston score.. RoFo : Fortschritte auf dem Gebiete der Rontgenstrahlen und der Nuklearmedizin. 2025 May;      [DOI] 

L G, CS L, T R, M B, M G. Proto-Caps: interpretable medical image classification using prototype learning and privileged information.. PeerJ. Computer science. 2025;      [DOI] 

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] 

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

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, M B. Semi-quantitative software evaluation of COVID-19 CT examinations-correlation with clinical parameters.. Journal of thoracic disease. 2025 Oct.;      [DOI] 

OL S, J Z, 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, V S, M W, S M, A C, C K, 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] 

T H, U T, LB B, B L, 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] 

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] 

Windeck S, Stillfried S, Triefenbach L, Nienaber U, Bülow RD, Röhrig R, Ondruschka B, Boor P, NATON . [Development and progress of the National Autopsy Network (NATON)]. Pathologie (Heidelb). 2024; Online ahead of print      [DOI] 

T H, U T, B L, 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] 

D V, T M, D W, S O, S M, M G, TJ E, M B. 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] 

T H, U T, B L, 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] 

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] 

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]