Zobrazeno 1 - 10
of 13
pro vyhledávání: '"Starck, Sophie"'
Autor:
Graf, Robert, Hunecke, Florian, Pohl, Soeren, Atad, Matan, Moeller, Hendrik, Starck, Sophie, Kroencke, Thomas, Bette, Stefanie, Bamberg, Fabian, Pischon, Tobias, Niendorf, Thoralf, Schmidt, Carsten, Paetzold, Johannes C., Rueckert, Daniel, Kirschke, Jan S
Deep learning has made significant strides in medical imaging, leveraging the use of large datasets to improve diagnostics and prognostics. However, large datasets often come with inherent errors through subject selection and acquisition. In this pap
Externí odkaz:
http://arxiv.org/abs/2410.10220
Cardiac Magnetic Resonance (CMR) imaging serves as the gold-standard for evaluating cardiac morphology and function. Typically, a multi-view CMR stack, covering short-axis (SA) and 2/3/4-chamber long-axis (LA) views, is acquired for a thorough cardia
Externí odkaz:
http://arxiv.org/abs/2406.00329
Autor:
Graf, Robert, Platzek, Paul-Sören, Riedel, Evamaria Olga, Ramschütz, Constanze, Starck, Sophie, Möller, Hendrik Kristian, Atad, Matan, Völzke, Henry, Bülow, Robin, Schmidt, Carsten Oliver, Rüdebusch, Julia, Jung, Matthias, Reisert, Marco, Weiss, Jakob, Löffler, Maximilian, Bamberg, Fabian, Wiestler, Bene, Paetzold, Johannes C., Rueckert, Daniel, Kirschke, Jan Stefan
Objectives: To present a publicly available torso segmentation network for large epidemiology datasets on volumetric interpolated breath-hold examination (VIBE) images. Materials & Methods: We extracted preliminary segmentations from TotalSegmentator
Externí odkaz:
http://arxiv.org/abs/2406.00125
Autor:
Starck, Sophie, Sideri-Lampretsa, Vasiliki, Kainz, Bernhard, Menten, Martin, Mueller, Tamara, Rueckert, Daniel
Anatomical atlases are widely used for population analysis. Conditional atlases target a particular sub-population defined via certain conditions (e.g. demographics or pathologies) and allow for the investigation of fine-grained anatomical difference
Externí odkaz:
http://arxiv.org/abs/2403.16776
Autor:
Bintsi, Kyriaki-Margarita, Mueller, Tamara T., Starck, Sophie, Baltatzis, Vasileios, Hammers, Alexander, Rueckert, Daniel
The difference between the chronological and biological brain age of a subject can be an important biomarker for neurodegenerative diseases, thus brain age estimation can be crucial in clinical settings. One way to incorporate multimodal information
Externí odkaz:
http://arxiv.org/abs/2309.14816
Autor:
Starck, Sophie, Sideri-Lampretsa, Vasiliki, Ritter, Jessica J. M., Zimmer, Veronika A., Braren, Rickmer, Mueller, Tamara T., Rueckert, Daniel
Reliable reference data in medical imaging is largely unavailable. Developing tools that allow for the comparison of individual patient data to reference data has a high potential to enhance the sensitivity and specificity of diagnostic imaging. Popu
Externí odkaz:
http://arxiv.org/abs/2308.14365
Autor:
Turgut, Özgün, Müller, Philip, Hager, Paul, Shit, Suprosanna, Starck, Sophie, Menten, Martin J., Martens, Eimo, Rueckert, Daniel
The electrocardiogram (ECG) is a widely available diagnostic tool that allows for a cost-effective and fast assessment of the cardiovascular health. However, more detailed examination with expensive cardiac magnetic resonance (CMR) imaging is often p
Externí odkaz:
http://arxiv.org/abs/2308.05764
Autor:
Starck, Sophie, Kini, Yadunandan Vivekanand, Ritter, Jessica Johanna Maria, Braren, Rickmer, Rueckert, Daniel, Mueller, Tamara
Age prediction is an important part of medical assessments and research. It can aid in detecting diseases as well as abnormal ageing by highlighting potential discrepancies between chronological and biological age. To improve understanding of age-rel
Externí odkaz:
http://arxiv.org/abs/2307.07439
Autor:
Mueller, Tamara T., Zhou, Siyu, Starck, Sophie, Jungmann, Friederike, Ziller, Alexander, Aksoy, Orhun, Movchan, Danylo, Braren, Rickmer, Kaissis, Georgios, Rueckert, Daniel
Body fat volume and distribution can be a strong indication for a person's overall health and the risk for developing diseases like type 2 diabetes and cardiovascular diseases. Frequently used measures for fat estimation are the body mass index (BMI)
Externí odkaz:
http://arxiv.org/abs/2308.02493
Autor:
Mueller, Tamara T., Starck, Sophie, Feiner, Leonhard F., Bintsi, Kyriaki-Margarita, Rueckert, Daniel, Kaissis, Georgios
When re-structuring patient cohorts into so-called population graphs, initially independent data points can be incorporated into one interconnected graph structure. This population graph can then be used for medical downstream tasks using graph neura
Externí odkaz:
http://arxiv.org/abs/2307.10112