Works by Penzkofer, Tobias

Results: 75
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    Bayesian-Optimized Convolutional Neural Networks for Classifying Primary Tumor Origin of Brain Metastases from MRI.

    Published in:
    Brain Sciences (2076-3425), 2025, v. 15, n. 5, p. 450, doi. 10.3390/brainsci15050450
    By:
    • Nawabi, Jawed;
    • Eminovic, Semil;
    • Hartenstein, Alexander;
    • Baumgaertner, Georg Lukas;
    • Schnurbusch, Nils;
    • Rudolph, Madhuri;
    • Wasilewski, David;
    • Onken, Julia;
    • Siebert, Eberhard;
    • Wiener, Edzard;
    • Bohner, Georg;
    • Dell'Orco, Andrea;
    • Wattjes, Mike P.;
    • Hamm, Bernd;
    • Fehrenbach, Uli;
    • Penzkofer, Tobias
    Publication type:
    Article
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    Automated deep-learning system in the assessment of MRI-visible prostate cancer: comparison of advanced zoomed diffusion-weighted imaging and conventional technique.

    Published in:
    Cancer Imaging, 2023, v. 23, n. 1, p. 1, doi. 10.1186/s40644-023-00527-0
    By:
    • Hu, Lei;
    • Fu, Caixia;
    • Song, Xinyang;
    • Grimm, Robert;
    • von Busch, Heinrich;
    • Benkert, Thomas;
    • Kamen, Ali;
    • Lou, Bin;
    • Huisman, Henkjan;
    • Tong, Angela;
    • Penzkofer, Tobias;
    • Choi, Moon Hyung;
    • Shabunin, Ivan;
    • Winkel, David;
    • Xing, Pengyi;
    • Szolar, Dieter;
    • Coakley, Fergus;
    • Shea, Steven;
    • Szurowska, Edyta;
    • Guo, Jing-yi
    Publication type:
    Article
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    Real-world federated learning in radiology: hurdles to overcome and benefits to gain.

    Published in:
    Journal of the American Medical Informatics Association, 2025, v. 32, n. 1, p. 193, doi. 10.1093/jamia/ocae259
    By:
    • Bujotzek, Markus Ralf;
    • Akünal, Ünal;
    • Denner, Stefan;
    • Neher, Peter;
    • Zenk, Maximilian;
    • Frodl, Eric;
    • Jaiswal, Astha;
    • Kim, Moon;
    • Krekiehn, Nicolai R;
    • Nickel, Manuel;
    • Ruppel, Richard;
    • Both, Marcus;
    • Döllinger, Felix;
    • Opitz, Marcel;
    • Persigehl, Thorsten;
    • Kleesiek, Jens;
    • Penzkofer, Tobias;
    • Maier-Hein, Klaus;
    • Bucher, Andreas;
    • Braren, Rickmer
    Publication type:
    Article
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    A machine learning tool to improve prediction of mediastinal lymph node metastases in non-small cell lung cancer using routinely obtainable [<sup>18</sup>F]FDG-PET/CT parameters.

    Published in:
    European Journal of Nuclear Medicine & Molecular Imaging, 2023, v. 50, n. 7, p. 2140, doi. 10.1007/s00259-023-06145-z
    By:
    • Rogasch, Julian M. M.;
    • Michaels, Liza;
    • Baumgärtner, Georg L.;
    • Frost, Nikolaj;
    • Rückert, Jens-Carsten;
    • Neudecker, Jens;
    • Ochsenreither, Sebastian;
    • Gerhold, Manuela;
    • Schmidt, Bernd;
    • Schneider, Paul;
    • Amthauer, Holger;
    • Furth, Christian;
    • Penzkofer, Tobias
    Publication type:
    Article
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    Diagnostic Accuracy and Reliability of Noncontrast Computed Tomography Markers for Acute Hematoma Expansion among Radiologists.

    Published in:
    Tomography: A Journal for Imaging Research, 2022, v. 8, n. 6, p. 2893, doi. 10.3390/tomography8060242
    By:
    • Almubarak, Hawra;
    • Elsayed, Sarah;
    • Mazzacane, Federico;
    • Schlunk, Frieder;
    • Cao, Haoyin;
    • Vu, Ly Huong;
    • Vogt, Estelle;
    • Dell Orco, Andrea;
    • Desser, Dmitriy;
    • Böhmer, Maik F. H.;
    • Akkurt, Burak Han;
    • Sporns, Peter B.;
    • Penzkofer, Tobias;
    • Hanning, Uta;
    • Morotti, Andrea;
    • Nawabi, Jawed
    Publication type:
    Article
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    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

    Published in:
    Cancers, 2025, v. 17, n. 8, p. 1275, doi. 10.3390/cancers17081275
    By:
    • Schmidt, Robin;
    • Rueger, Christopher;
    • Xu, Han;
    • He, Yubei;
    • Yilmaz, Emine Yaren;
    • Heidemann, Luisa;
    • Sulejmani, Ornela;
    • Liu, Yu;
    • Noack, Lasse;
    • Hesse, Friederike;
    • Ruppel, Richard;
    • Abosabie, Sara A.;
    • Hamm, Charlie Alexander;
    • Penzkofer, Tobias;
    • Gebauer, Bernhard;
    • Savic, Lynn Jeanette
    Publication type:
    Article
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    Automatized Hepatic Tumor Volume Analysis of Neuroendocrine Liver Metastases by Gd-EOB MRI—A Deep-Learning Model to Support Multidisciplinary Cancer Conference Decision-Making.

    Published in:
    Cancers, 2021, v. 13, n. 11, p. 2726, doi. 10.3390/cancers13112726
    By:
    • Fehrenbach, Uli;
    • Xin, Siyi;
    • Hartenstein, Alexander;
    • Auer, Timo Alexander;
    • Dräger, Franziska;
    • Froböse, Konrad;
    • Jann, Henning;
    • Mogl, Martina;
    • Amthauer, Holger;
    • Geisel, Dominik;
    • Denecke, Timm;
    • Wiedenmann, Bertram;
    • Penzkofer, Tobias
    Publication type:
    Article
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    Technical concepts for vascular electromagnetic navigated interventions: Aortic in situ fenestration and transjugular intrahepatic porto-systemic shunts.

    Published in:
    Biomedical Engineering / Biomedizinische Technik, 2014, v. 59, n. 2, p. 153, doi. 10.1515/bmt-2013-0045
    By:
    • Penzkofer, Tobias;
    • Isfort, Peter;
    • Na, Hong-Sik;
    • Wilkmann, Christoph;
    • Osterhues, Sabine;
    • Besting, Andreas;
    • Hänisch, Christoph;
    • Bisplinghoff, Stefan;
    • Jansing, Johannes;
    • von Werder, Sylvie;
    • Gooding, Jorge;
    • de la Fuente, Mathias;
    • Mahnken, Andreas H.;
    • Disselhorst-Klug, Catherine;
    • Schmitz-Rode, Thomas;
    • Kuhl, Christiane K.;
    • Bruners, Philipp
    Publication type:
    Article
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    High-Pitch Carbon Dioxide Contrasted CT Angiography: Pilot Study.

    Published in:
    CardioVascular & Interventional Radiology, 2014, v. 37, n. 2, p. 362, doi. 10.1007/s00270-013-0834-5
    By:
    • Penzkofer, Tobias;
    • Slebocki, Karin;
    • Grommes, Jochen;
    • Bruners, Philipp;
    • Isfort, Peter;
    • Schmitz-Rode, Thomas;
    • Langer, Stephan;
    • Kuhl, Christiane;
    • Mahnken, Andreas
    Publication type:
    Article
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    Reduction of false positives using zone-specific prostate-specific antigen density for prostate MRI-based biopsy decision strategies.

    Published in:
    European Radiology, 2024, v. 34, n. 10, p. 6229, doi. 10.1007/s00330-024-10700-z
    By:
    • Hamm, Charlie A.;
    • Baumgärtner, Georg L.;
    • Padhani, Anwar R.;
    • Froböse, Konrad P.;
    • Dräger, Franziska;
    • Beetz, Nick L.;
    • Savic, Lynn J.;
    • Posch, Helena;
    • Lenk, Julian;
    • Schallenberg, Simon;
    • Maxeiner, Andreas;
    • Cash, Hannes;
    • Günzel, Karsten;
    • Hamm, Bernd;
    • Asbach, Patrick;
    • Penzkofer, Tobias
    Publication type:
    Article
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    Non-contrast computed tomography features predict intraventricular hemorrhage growth.

    Published in:
    European Radiology, 2023, v. 33, n. 11, p. 7807, doi. 10.1007/s00330-023-09707-9
    By:
    • Nawabi, Jawed;
    • Schlunk, Frieder;
    • Dell'Orco, Andrea;
    • Elsayed, Sarah;
    • Mazzacane, Federico;
    • Desser, Dmitriy;
    • Vu, Ly;
    • Vogt, Estelle;
    • Cao, Haoyin;
    • Böhmer, Maik F. H.;
    • Akkurt, Burak Han;
    • Sporns, Peter B.;
    • Pasi, Marco;
    • Jensen-Kondering, Ulf;
    • Broocks, Gabriel;
    • Penzkofer, Tobias;
    • Fiehler, Jens;
    • Padovani, Alessandro;
    • Hanning, Uta;
    • Morotti, Andrea
    Publication type:
    Article
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    A concurrent, deep learning–based computer-aided detection system for prostate multiparametric MRI: a performance study involving experienced and less-experienced radiologists.

    Published in:
    European Radiology, 2023, v. 33, n. 1, p. 64, doi. 10.1007/s00330-022-08978-y
    By:
    • Labus, Sandra;
    • Altmann, Martin M.;
    • Huisman, Henkjan;
    • Tong, Angela;
    • Penzkofer, Tobias;
    • Choi, Moon Hyung;
    • Shabunin, Ivan;
    • Winkel, David J.;
    • Xing, Pengyi;
    • Szolar, Dieter H.;
    • Shea, Steven M.;
    • Grimm, Robert;
    • von Busch, Heinrich;
    • Kamen, Ali;
    • Herold, Thomas;
    • Baumann, Clemens
    Publication type:
    Article
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