Reproducibility of CT-based opportunistic vertebral volumetric bone mineral density measurements from an automated segmentation framework

Authors: Jannis Bodden, Philipp Prucker, Anjany Sekuboyina, Malek El Husseini, Katharina Grau, Sebastian Rühling, Egon Burian, Claus Zimmer, Thomas Baum, Jan S. Kirschke

Source: European Radiology Experimental, Vol 8, Iss 1, Pp 1-12 (2024)

Subject Terms: Artificial intelligence, Bone density, Densitometry, Osteoporosis, Tomography (x-ray computed), Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/75e1770622e04bf5984ef6896535565d

Detection of caries lesions using a water-sensitive STIR sequence in dental MRI

Authors: Egon Burian, Nicolas Lenhart, Tobias Greve, Jannis Bodden, Gintare Burian, Benjamin Palla, Florian Probst, Monika Probst, Meinrad Beer, Matthias Folwaczny, Julian Schwarting

Source: Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/a00677284b694384b5e9b94a5eb2c007

Multimodal graph attention network for COVID-19 outcome prediction

Authors: Matthias Keicher, Hendrik Burwinkel, David Bani-Harouni, Magdalini Paschali, Tobias Czempiel, Egon Burian, Marcus R. Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler

Source: Scientific Reports, Vol 13, Iss 1, Pp 1-14 (2023)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/38e0e3b15c7049d4a2d8c23892dc616a

Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT Scans

Authors: Michelle Xiao-Lin Foo, Seong Tae Kim, Magdalini Paschali, Leili Goli, Egon Burian, Marcus Makowski, Rickmer Braren, Nassir Navab, Thomas Wendler

Source: IEEE Access, Vol 11, Pp 77596-77607 (2023)

Subject Terms: Interactive segmentation, longitudinal segmentation, COVID-19 quantification, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/10188838/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/eb1dd4df033a49dd97e7e44c50fe6a43

Incidental vertebral fracture prediction using neuronal network-based automatic spine segmentation and volumetric bone mineral density extraction from routine clinical CT scans

Authors: Jannis Bodden, Michael Dieckmeyer, Nico Sollmann, Egon Burian, Sebastian Rühling, Maximilian T. Löffler, Anjany Sekuboyina, Malek El Husseini, Claus Zimmer, Jan S. Kirschke, Thomas Baum

Source: Frontiers in Endocrinology, Vol 14 (2023)

Subject Terms: osteoporosis, osteoporotic fractures, bone density, tomography, x-ray computed, artificial intelligence, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fendo.2023.1207949/full; https://doaj.org/toc/1664-2392

Access URL: https://doaj.org/article/25cba528f3c04178b3a00e66a34a0115

SARS-CoV-2 serology increases diagnostic accuracy in CT-suspected, PCR-negative COVID-19 patients during pandemic

Authors: Jochen Schneider, Hrvoje Mijočević, Kurt Ulm, Bernhard Ulm, Simon Weidlich, Silvia Würstle, Kathrin Rothe, Matthias Treiber, Roman Iakoubov, Ulrich Mayr, Tobias Lahmer, Sebastian Rasch, Alexander Herner, Egon Burian, Fabian Lohöfer, Rickmer Braren, Marcus R. Makowski, Roland M. Schmid, Ulrike Protzer, Christoph Spinner, Fabian Geisler

Source: Respiratory Research, Vol 22, Iss 1, Pp 1-10 (2021)

Subject Terms: COVID-19, SARS-CoV-2, Serology, Computed tomography, Efficacy, Accuracy, Diseases of the respiratory system, RC705-779

File Description: electronic resource

Relation: https://doaj.org/toc/1465-993X

Access URL: https://doaj.org/article/77860c5d2654411faac49b33fec1b35d

Finite Element Analysis of Osteoporotic and Osteoblastic Vertebrae and Its Association With the Proton Density Fat Fraction From Chemical Shift Encoding-Based Water-Fat MRI – A Preliminary Study

Authors: Tobias Greve, Nithin Manohar Rayudu, Michael Dieckmeyer, Christof Boehm, Stefan Ruschke, Egon Burian, Christopher Kloth, Jan S. Kirschke, Dimitrios C. Karampinos, Thomas Baum, Karupppasamy Subburaj, Nico Sollmann

Source: Frontiers in Endocrinology, Vol 13 (2022)

Subject Terms: finite element analysis, osteoporosis, metastasis, vertebral fractures, bone mineral density, magnetic resonance imaging, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fendo.2022.900356/full; https://doaj.org/toc/1664-2392

Access URL: https://doaj.org/article/ca5e4bbb304f447a9cffdec91d7e7bb9

Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

Authors: Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng Ann Heng

Source: npj Digital Medicine, Vol 4, Iss 1, Pp 1-11 (2021)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/2398-6352

Access URL: https://doaj.org/article/340f463aed8748e1b87b2603e67e7d80

Association of quadriceps muscle, gluteal muscle, and femoral bone marrow composition using chemical shift encoding-based water-fat MRI: a preliminary study in healthy young volunteers

Authors: Michael Dieckmeyer, Florian Zoffl, Lioba Grundl, Stephanie Inhuber, Sarah Schlaeger, Egon Burian, Claus Zimmer, Jan S. Kirschke, Dimitrios C. Karampinos, Thomas Baum, Nico Sollmann

Source: European Radiology Experimental, Vol 4, Iss 1, Pp 1-8 (2020)

Subject Terms: Bone marrow, Femur, Healthy volunteers, Magnetic resonance imaging, Muscles, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s41747-020-00162-5; https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/58e781f1207e46ddabc2207951b47e66

Texture Analysis Using CT and Chemical Shift Encoding-Based Water-Fat MRI Can Improve Differentiation Between Patients With and Without Osteoporotic Vertebral Fractures

Authors: Nico Sollmann, Edoardo A. Becherucci, Christof Boehm, Malek El Husseini, Stefan Ruschke, Egon Burian, Jan S. Kirschke, Thomas M. Link, Karupppasamy Subburaj, Dimitrios C. Karampinos, Roland Krug, Thomas Baum, Michael Dieckmeyer

Source: Frontiers in Endocrinology, Vol 12 (2022)

Subject Terms: bone mineral density, convolutional neural network, opportunistic imaging, osteoporosis, proton density fat fraction, texture analysis, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fendo.2021.778537/full; https://doaj.org/toc/1664-2392

Access URL: https://doaj.org/article/9c2b020ce85e4c86b5103e7aa07fb973

Robust, Primitive, and Unsupervised Quality Estimation for Segmentation Ensembles

Authors: Florian Kofler, Ivan Ezhov, Lucas Fidon, Carolin M. Pirkl, Johannes C. Paetzold, Egon Burian, Sarthak Pati, Malek El Husseini, Fernando Navarro, Suprosanna Shit, Jan Kirschke, Spyridon Bakas, Claus Zimmer, Benedikt Wiestler, Bjoern H. Menze

Source: Frontiers in Neuroscience, Vol 15 (2021)

Subject Terms: quality estimation, failure prediction, anomaly detection, ensembling, fusion, OOD, Neurosciences. Biological psychiatry. Neuropsychiatry, RC321-571

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fnins.2021.752780/full; https://doaj.org/toc/1662-453X

Access URL: https://doaj.org/article/d010419e971a414d8c7f17bad1809b23

Associations of thigh muscle fat infiltration with isometric strength measurements based on chemical shift encoding-based water-fat magnetic resonance imaging

Authors: Stephanie Inhuber, Nico Sollmann, Sarah Schlaeger, Michael Dieckmeyer, Egon Burian, Caroline Kohlmeyer, Dimitrios C. Karampinos, Jan S. Kirschke, Thomas Baum, Florian Kreuzpointner, Ansgar Schwirtz

Source: European Radiology Experimental, Vol 3, Iss 1, Pp 1-10 (2019)

Subject Terms: Healthy volunteers, Magnetic resonance imaging, Muscle contraction (isometric), Muscle strength, Thigh, Medical physics. Medical radiology. Nuclear medicine, R895-920

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s41747-019-0123-4; https://doaj.org/toc/2509-9280

Access URL: https://doaj.org/article/b85519b9242941fba127a76245415698

Lumbar muscle and vertebral bodies segmentation of chemical shift encoding-based water-fat MRI: the reference database MyoSegmenTUM spine

Authors: Egon Burian, Alexander Rohrmeier, Sarah Schlaeger, Michael Dieckmeyer, Maximilian N. Diefenbach, Jan Syväri, Elisabeth Klupp, Dominik Weidlich, Claus Zimmer, Ernst J. Rummeny, Dimitrios C. Karampinos, Jan S. Kirschke, Thomas Baum

Source: BMC Musculoskeletal Disorders, Vol 20, Iss 1, Pp 1-7 (2019)

Subject Terms: Magnetic resonance imaging, Proton density fat fraction, Lumbar spine, Muscle, Bone marrow, Segmentation, Diseases of the musculoskeletal system, RC925-935

File Description: electronic resource

Relation: http://link.springer.com/article/10.1186/s12891-019-2528-x; https://doaj.org/toc/1471-2474

Access URL: https://doaj.org/article/e6c3d6a8ab3c4013904142bd31b1e03f

Associations of Texture Features of Proton Density Fat Fraction Maps between Lumbar Vertebral Bone Marrow and Paraspinal Musculature

Authors: Yannik Leonhardt, Michael Dieckmeyer, Florian Zoffl, Georg C. Feuerriegel, Nico Sollmann, Daniela Junker, Tobias Greve, Christina Holzapfel, Hans Hauner, Karupppasamy Subburaj, Jan S. Kirschke, Dimitrios C. Karampinos, Claus Zimmer, Marcus R. Makowski, Thomas Baum, Egon Burian

Source: Biomedicines, Vol 10, Iss 9, p 2075 (2022)

Subject Terms: magnetic resonance imaging, proton density fat fraction, texture analysis, quantitative imaging, muscle composition, Biology (General), QH301-705.5

File Description: electronic resource

Relation: https://www.mdpi.com/2227-9059/10/9/2075; https://doaj.org/toc/2227-9059

Access URL: https://doaj.org/article/570ff75923c14d738b03a11abab83cb7

Opportunistic Osteoporosis Screening Reveals Low Bone Density in Patients With Screw Loosening After Lumbar Semi-Rigid Instrumentation: A Case-Control Study

Authors: Maximilian T. Löffler, Nico Sollmann, Egon Burian, Amirhossein Bayat, Kaywan Aftahy, Thomas Baum, Bernhard Meyer, Yu-Mi Ryang, Jan S. Kirschke

Source: Frontiers in Endocrinology, Vol 11 (2021)

Subject Terms: bone mineral density, osteoporosis, spinal fusion and instrumentation, multidetector computed tomography, computer-assisted image analysis, computer neural networks, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://www.frontiersin.org/articles/10.3389/fendo.2020.552719/full; https://doaj.org/toc/1664-2392

Access URL: https://doaj.org/article/97c34ab8f23e415c92ebb7035d7da949

Vertebral Bone Marrow Heterogeneity Using Texture Analysis of Chemical Shift Encoding-Based MRI: Variations in Age, Sex, and Anatomical Location

Authors: Michael Dieckmeyer, Daniela Junker, Stefan Ruschke, Muthu Rama Krishnan Mookiah, Karupppasamy Subburaj, Egon Burian, Nico Sollmann, Jan S. Kirschke, Dimitrios C. Karampinos, Thomas Baum

Source: Frontiers in Endocrinology, Vol 11 (2020)

Subject Terms: bone marrow, magnetic resonance imaging, texture analysis, spine, proton density fat fraction, Diseases of the endocrine glands. Clinical endocrinology, RC648-665

File Description: electronic resource

Relation: https://www.frontiersin.org/article/10.3389/fendo.2020.555931/full; https://doaj.org/toc/1664-2392

Access URL: https://doaj.org/article/8bf28aae2da448dd832473136f038a31

Author Correction: Federated deep learning for detecting COVID-19 lung abnormalities in CT: a privacy-preserving multinational validation study

Authors: Qi Dou, Tiffany Y. So, Meirui Jiang, Quande Liu, Varut Vardhanabhuti, Georgios Kaissis, Zeju Li, Weixin Si, Heather H. C. Lee, Kevin Yu, Zuxin Feng, Li Dong, Egon Burian, Friederike Jungmann, Rickmer Braren, Marcus Makowski, Bernhard Kainz, Daniel Rueckert, Ben Glocker, Simon C. H. Yu, Pheng Ann Heng

Source: npj Digital Medicine, Vol 5, Iss 1, Pp 1-1 (2022)

Subject Terms: Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/2398-6352

Access URL: https://doaj.org/article/6cd9df8066824c7b811d2a57c3efbd5d

Association of Cervical and Lumbar Paraspinal Muscle Composition Using Texture Analysis of MR-Based Proton Density Fat Fraction Maps

Authors: Egon Burian, Edoardo A. Becherucci, Daniela Junker, Nico Sollmann, Tobias Greve, Hans Hauner, Claus Zimmer, Jan S. Kirschke, Dimitrios C. Karampinos, Karupppasamy Subburaj, Thomas Baum, Michael Dieckmeyer

Source: Diagnostics, Vol 11, Iss 10, p 1929 (2021)

Subject Terms: magnetic resonance imaging, quantitative imaging, proton density fat fraction, muscle composition, paraspinal muscle, texture analysis, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/11/10/1929; https://doaj.org/toc/2075-4418

Access URL: https://doaj.org/article/242ab37c6d4345dd9f96c14d08ab1739

Infection as an Important Factor in Medication-Related Osteonecrosis of the Jaw (MRONJ)

Authors: Sven Otto, Suad Aljohani, Riham Fliefel, Sara Ecke, Oliver Ristow, Egon Burian, Matthias Troeltzsch, Christoph Pautke, Michael Ehrenfeld

Source: Medicina, Vol 57, Iss 5, p 463 (2021)

Subject Terms: medication-related osteonecrosis of the jaw, MRONJ, bisphosphonates, denosumab, infection, periodontitis, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/1648-9144/57/5/463; https://doaj.org/toc/1010-660X; https://doaj.org/toc/1648-9144

Access URL: https://doaj.org/article/132754a8f6884f739fdbf7d813cfd0f8

MDCT-Based Finite Element Analyses: Are Measurements at the Lumbar Spine Associated with the Biomechanical Strength of Functional Spinal Units of Incidental Osteoporotic Fractures along the Thoracolumbar Spine?

Authors: Nico Sollmann, Nithin Manohar Rayudu, Long Yu Yeung, Anjany Sekuboyina, Egon Burian, Michael Dieckmeyer, Maximilian T. Löffler, Benedikt J. Schwaiger, Alexandra S. Gersing, Jan S. Kirschke, Thomas Baum, Karupppasamy Subburaj

Source: Diagnostics, Vol 11, Iss 3, p 455 (2021)

Subject Terms: bone mineral density, finite element analysis, functional spinal unit, incidental fracture, multi-detector computed tomography, osteoporosis, Medicine (General), R5-920

File Description: electronic resource

Relation: https://www.mdpi.com/2075-4418/11/3/455; https://doaj.org/toc/2075-4418

Access URL: https://doaj.org/article/57f0c26cdf4f499497fcb9a342f2a191