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Development and evaluation of machine learning models based on X-ray radiomics for the classification and differentiation of malignant and benign bone tumors
Author / Creator:von Schacky, Claudio E. ; Wilhelm, Nikolas J. ; Schäfer, Valerie S. ; Leonhardt, Yannik ; Jung, Matthias ; Jungmann, Pia M. ; Russe, Maximilian F. ; Foreman, Sarah C. ; Gassert, Felix G. ; Gassert, Florian T. ; Schwaiger, Benedikt J. ; Mogler, Carolin ; Knebel, Carolin ; von Eisenhart-Rothe, Ruediger ; Makowski, Marcus R. ; Woertler, Klaus ; Burgkart, Rainer ; Gersing, Alexandra S.
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2022-09, Vol.32 (9), p.6247-6257
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A deep learning model for classification of chondroid tumors on CT images
Author / Creator:Gassert, Felix G. ; Lang, Daniel ; Hesse, Nina ; Dürr, Hans Roland ; Klein, Alexander ; Kohll, Luca ; Hinterwimmer, Florian ; Luitjens, Johanna ; Weissinger, Stefan ; Peeken, Jan C. ; Mogler, Carolin ; Knebel, Carolin ; Bartzsch, Stefan ; Gassert, Florian T. ; Gersing, Alexandra S.
Publisher:England: BioMed Central Ltd
Journal title:BMC cancer, 2025-03, Vol.25 (1), p.561-10, Article 561
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Additional MRI for initial M-staging in pancreatic cancer: a cost-effectiveness analysis
Author / Creator:Gassert, Felix G. ; Ziegelmayer, Sebastian ; Luitjens, Johanna ; Gassert, Florian T. ; Tollens, Fabian ; Rink, Johann ; Makowski, Marcus R. ; Rübenthaler, Johannes ; Froelich, Matthias F.
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2022-04, Vol.32 (4), p.2448-2456
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Soft tissue masses: distribution of entities and rate of malignancy in small lesions
Author / Creator:Gassert, Felix G. ; Gassert, Florian T. ; Specht, Katja ; Knebel, Carolin ; Lenze, Ulrich ; Makowski, Marcus R. ; von Eisenhart-Rothe, Rüdiger ; Gersing, Alexandra S. ; Woertler, Klaus
Publisher:England: BioMed Central Ltd
Journal title:BMC cancer, 2021-01, Vol.21 (1), p.93-93, Article 93
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Clinical and imaging findings associated with preservation of knee joint health over 8 years in individuals aged 65 and over: data from the OAI
Author / Creator:Gassert, Felix G. ; Joseph, Gabby B. ; Lynch, John A. ; Luitjens, Johanna ; Nevitt, Michael C. ; McCulloch, Charles E. ; Lane, Nancy E. ; Majumdar, Sharmila ; Link, Thomas M.
Publisher:England: BioMed Central Ltd
Journal title:BMC musculoskeletal disorders, 2024-06, Vol.25 (1), p.495-8, Article 495
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Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance
Author / Creator:Schultheiss, Manuel ; Schmette, Philipp ; Bodden, Jannis ; Aichele, Juliane ; Müller-Leisse, Christina ; Gassert, Felix G. ; Gassert, Florian T. ; Gawlitza, Joshua F. ; Hofmann, Felix C. ; Sasse, Daniel ; von Schacky, Claudio E. ; Ziegelmayer, Sebastian ; De Marco, Fabio ; Renger, Bernhard ; Makowski, Marcus R. ; Pfeiffer, Franz ; Pfeiffer, Daniela
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2021-08, Vol.11 (1), p.15857-15857, Article 15857
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Foundations of a knee joint digital twin from qMRI biomarkers for osteoarthritis and knee replacement
Author / Creator:Hoyer, Gabrielle ; Gao, Kenneth T. ; Gassert, Felix G. ; Luitjens, Johanna ; Jiang, Fei ; Majumdar, Sharmila ; Pedoia, Valentina
Publisher:London: Nature Publishing Group UK
Journal title:NPJ digital medicine, 2025-02, Vol.8 (1), p.118-15, Article 118
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Automated assessment of cardiac pathologies on cardiac MRI using T1-mapping and late gadolinium phase sensitive inversion recovery sequences with deep learning
Author / Creator:Paciorek, Aleksandra M. ; von Schacky, Claudio E. ; Foreman, Sarah C. ; Gassert, Felix G. ; Gassert, Florian T. ; Kirschke, Jan S. ; Laugwitz, Karl-Ludwig ; Geith, Tobias ; Hadamitzky, Martin ; Nadjiri, Jonathan
Publisher:England: BioMed Central Ltd
Journal title:BMC medical imaging, 2024-02, Vol.24 (1), p.43-43, Article 43
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SNR analysis of contrast-enhanced MR imaging for early detection of rheumatoid arthritis
Author / Creator:Gassert, Florian T. ; Gassert, Felix G. ; Topping, Geoffrey J. ; Rummeny, Ernst J. ; Wildgruber, Moritz ; Meier, Reinhard ; Kimm, Melanie A.
Publisher:United States: Public Library of Science
Journal title:PloS one, 2019-03, Vol.14 (3), p.e0213082-e0213082
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Dark-field chest X-ray imaging for the assessment of COVID-19-pneumonia
Author / Creator:Frank, Manuela ; Gassert, Florian T. ; Urban, Theresa ; Willer, Konstantin ; Noichl, Wolfgang ; Schick, Rafael ; Schultheiss, Manuel ; Viermetz, Manuel ; Gleich, Bernhard ; De Marco, Fabio ; Herzen, Julia ; Koehler, Thomas ; Engel, Klaus Jürgen ; Renger, Bernhard ; Gassert, Felix G. ; Sauter, Andreas ; Fingerle, Alexander A. ; Haller, Bernhard ; Makowski, Marcus R. ; Pfeiffer, Daniela ; Pfeiffer, Franz
Publisher:London: Nature Publishing Group UK
Journal title:Communications medicine, 2022-11, Vol.2 (1), p.147-9, Article 147
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K2S Challenge: From Undersampled K-Space to Automatic Segmentation
Author / Creator:Tolpadi, Aniket A. ; Bharadwaj, Upasana ; Gao, Kenneth T. ; Bhattacharjee, Rupsa ; Gassert, Felix G. ; Luitjens, Johanna ; Giesler, Paula ; Morshuis, Jan Nikolas ; Fischer, Paul ; Hein, Matthias ; Baumgartner, Christian F. ; Razumov, Artem ; Dylov, Dmitry ; Lohuizen, Quintin van ; Fransen, Stefan J. ; Zhang, Xiaoxia ; Tibrewala, Radhika ; de Moura, Hector Lise ; Liu, Kangning ; Zibetti, Marcelo V. W. ; Regatte, Ravinder ; Majumdar, Sharmila ; Pedoia, Valentina
Publisher:Switzerland: MDPI AG
Journal title:Bioengineering (Basel), 2023-02, Vol.10 (2), p.267
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Follow-Up 18F-FDG PET/CT versus Contrast-Enhanced CT after Ablation of Liver Metastases of Colorectal Carcinoma—A Cost-Effectiveness Analysis
Author / Creator:Schnitzer, Moritz L. ; Froelich, Matthias F. ; Gassert, Felix G. ; Huber, Thomas ; Gresser, Eva ; Schwarze, Vincent ; Nörenberg, Dominik ; Todica, Andrei ; Rübenthaler, Johannes
Publisher:Basel: MDPI AG
Journal title:Cancers, 2020-08, Vol.12 (9), p.2432
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Chondrosarcoma evaluation using hematein-based x-ray staining and high-resolution 3D micro-CT: a feasibility study
Author / Creator:Gersing, Alexandra S. ; Kimm, Melanie A. ; Bollwein, Christine ; Ilg, Patrick ; Mogler, Carolin ; Gassert, Felix G. ; Feuerriegel, Georg C. ; Knebel, Carolin ; Woertler, Klaus ; Pfeiffer, Daniela ; Busse, Madleen ; Pfeiffer, Franz
Publisher:Vienna: Springer Vienna
Journal title:European radiology experimental, 2024-05, Vol.8 (1), p.58-58, Article 58
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Differentiating Enchondromas and Atypical Cartilaginous Tumors in Long Bones with Computed Tomography and Magnetic Resonance Imaging
Author / Creator:Gassert, Felix G. ; Breden, Sebastian ; Neumann, Jan ; Gassert, Florian T. ; Bollwein, Christine ; Knebel, Carolin ; Lenze, Ulrich ; von Eisenhart-Rothe, Rüdiger ; Mogler, Carolin ; Makowski, Marcus R. ; Peeken, Jan C. ; Wörtler, Klaus ; Gersing, Alexandra S.
Publisher:Switzerland: MDPI AG
Journal title:Diagnostics (Basel), 2022-09, Vol.12 (9), p.2186
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Synthetic Inflammation Imaging with PatchGAN Deep Learning Networks
Author / Creator:Tolpadi, Aniket A. ; Luitjens, Johanna ; Gassert, Felix G. ; Li, Xiaojuan ; Link, Thomas M. ; Majumdar, Sharmila ; Pedoia, Valentina
Publisher:Switzerland: MDPI AG
Journal title:Bioengineering (Basel), 2023-04, Vol.10 (5), p.516
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Detection of Bone Marrow Edema in Patients with Osteoid Osteoma Using Three-Material Decomposition with Dual-Layer Spectral CT
Author / Creator:Gassert, Florian T. ; Hammel, Johannes ; Hofmann, Felix C. ; Neumann, Jan ; von Schacky, Claudio E. ; Gassert, Felix G. ; Pfeiffer, Daniela ; Pfeiffer, Franz ; Makowski, Marcus R. ; Woertler, Klaus ; Gersing, Alexandra S. ; Schwaiger, Benedikt J.
Publisher:Basel: MDPI AG
Journal title:Diagnostics (Basel), 2021-05, Vol.11 (6), p.953
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Calcium scoring using virtual non-contrast images from a dual-layer spectral detector CT: comparison to true non-contrast data and evaluation of proportionality factor in a large patient collective
Author / Creator:Gassert, Felix G. ; Schacky, Claudio E. ; Müller-Leisse, Christina ; Gassert, Florian T. ; Pahn, Gregor ; Laugwitz, Karl-Ludwig ; Makowski, Marcus R. ; Nadjiri, Jonathan
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2021-08, Vol.31 (8), p.6193-6199
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Spectral computed tomography angiography using a gadolinium-based contrast agent for imaging of pathologies of the aorta
Author / Creator:Graf, Markus ; Gassert, Felix G. ; Marka, Alexander W. ; Gassert, Florian T. ; Ziegelmayer, Sebastian ; Makowski, Marcus ; Kallmayer, Michael ; Nadjiri, Jonathan
Publisher:Dordrecht: Springer Netherlands
Journal title:The international journal of cardiovascular imaging, 2024-05, Vol.40 (5), p.1059-1066
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Longitudinal MR-based proton-density fat fraction (PDFF) and T2 for the assessment of associations between bone marrow changes and myelotoxic chemotherapy
Author / Creator:Gassert, Felix G. ; Kranz, Julia ; Gassert, Florian T. ; Schwaiger, Benedikt J. ; Bogner, Christian ; Makowski, Marcus R. ; Glanz, Leander ; Stelter, Jonathan ; Baum, Thomas ; Braren, Rickmer ; Karampinos, Dimitrios C. ; Gersing, Alexandra S.
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European radiology, 2024-04, Vol.34 (4), p.2437-2444
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Comparison of CT, MRI, and F-18 FDG PET/CT for initial N-staging of oral squamous cell carcinoma: a cost-effectiveness analysis
Author / Creator:Burian, Egon ; Palla, Benjamin ; Callahan, Nicholas ; Pyka, Thomas ; Wolff, Constantin ; von Schacky, Claudio E. ; Schmid, Annabelle ; Froelich, Matthias F. ; Rübenthaler, Johannes ; Makowski, Marcus R. ; Gassert, Felix G.
Publisher:Berlin/Heidelberg: Springer Berlin Heidelberg
Journal title:European journal of nuclear medicine and molecular imaging, 2022-09, Vol.49 (11), p.3870-3877
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Showing 1 to 20 of 25 results

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Development and evaluation of machine learning models based on X-ray radiomics for the classification and differentiation of malignant and benign bone tumors

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A deep learning model for classification of chondroid tumors on CT images

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Additional MRI for initial M-staging in pancreatic cancer: a cost-effectiveness analysis

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Soft tissue masses: distribution of entities and rate of malignancy in small lesions

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Clinical and imaging findings associated with preservation of knee joint health over 8 years in individuals aged 65 and over: data from the OAI

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Lung nodule detection in chest X-rays using synthetic ground-truth data comparing CNN-based diagnosis to human performance

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Foundations of a knee joint digital twin from qMRI biomarkers for osteoarthritis and knee replacement

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Automated assessment of cardiac pathologies on cardiac MRI using T1-mapping and late gadolinium phase sensitive inversion recovery sequences with deep learning

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SNR analysis of contrast-enhanced MR imaging for early detection of rheumatoid arthritis

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Dark-field chest X-ray imaging for the assessment of COVID-19-pneumonia

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K2S Challenge: From Undersampled K-Space to Automatic Segmentation

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Follow-Up 18F-FDG PET/CT versus Contrast-Enhanced CT after Ablation of Liver Metastases of Colorectal Carcinoma—A Cost-Effectiveness Analysis

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Chondrosarcoma evaluation using hematein-based x-ray staining and high-resolution 3D micro-CT: a feasibility study

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Differentiating Enchondromas and Atypical Cartilaginous Tumors in Long Bones with Computed Tomography and Magnetic Resonance Imaging

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Synthetic Inflammation Imaging with PatchGAN Deep Learning Networks

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Detection of Bone Marrow Edema in Patients with Osteoid Osteoma Using Three-Material Decomposition with Dual-Layer Spectral CT

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Calcium scoring using virtual non-contrast images from a dual-layer spectral detector CT: comparison to true non-contrast data and evaluation of proportionality factor in a large patient collective

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Spectral computed tomography angiography using a gadolinium-based contrast agent for imaging of pathologies of the aorta

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Longitudinal MR-based proton-density fat fraction (PDFF) and T2 for the assessment of associations between bone marrow changes and myelotoxic chemotherapy

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Comparison of CT, MRI, and F-18 FDG PET/CT for initial N-staging of oral squamous cell carcinoma: a cost-effectiveness analysis

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