Zobrazeno 1 - 10
of 532
pro vyhledávání: '"Menze, Björn"'
Autor:
Weidner, Jonas, Balcerak, Michal, Ezhov, Ivan, Datchev, André, Lux, Laurin, Rueckert, Lucas Zimmerand Daniel, Menze, Björn, Wiestler, Benedikt
Biophysical modeling of brain tumors has emerged as a promising strategy for personalizing radiotherapy planning by estimating the otherwise hidden distribution of tumor cells within the brain. However, many existing state-of-the-art methods are comp
Externí odkaz:
http://arxiv.org/abs/2412.13811
Autor:
Wittmann, Bastian, Wattenberg, Yannick, Amiranashvili, Tamaz, Shit, Suprosanna, Menze, Bjoern
Segmenting 3D blood vessels is a critical yet challenging task in medical image analysis. This is due to significant imaging modality-specific variations in artifacts, vascular patterns and scales, signal-to-noise ratios, and background tissues. Thes
Externí odkaz:
http://arxiv.org/abs/2411.17386
Autor:
Delgrange, Camille, Demler, Olga, Mora, Samia, Menze, Bjoern, de la Rosa, Ezequiel, Davoudi, Neda
Predicting stroke risk is a complex challenge that can be enhanced by integrating diverse clinically available data modalities. This study introduces a self-supervised multimodal framework that combines 3D brain imaging, clinical data, and image-deri
Externí odkaz:
http://arxiv.org/abs/2411.09822
Accurate prediction of cardiovascular diseases remains imperative for early diagnosis and intervention, necessitating robust and precise predictive models. Recently, there has been a growing interest in multi-modal learning for uncovering novel insig
Externí odkaz:
http://arxiv.org/abs/2411.05900
Early identification of stroke is crucial for intervention, requiring reliable models. We proposed an efficient retinal image representation together with clinical information to capture a comprehensive overview of cardiovascular health, leveraging l
Externí odkaz:
http://arxiv.org/abs/2411.05597
Magnetic Resonance Fingerprinting (MRF) is a time-efficient approach to quantitative MRI, enabling the mapping of multiple tissue properties from a single, accelerated scan. However, achieving accurate reconstructions remains challenging, particularl
Externí odkaz:
http://arxiv.org/abs/2410.23318
Autor:
Balcerak, Michal, Amiranashvili, Tamaz, Wagner, Andreas, Weidner, Jonas, Karnakov, Petr, Paetzold, Johannes C., Ezhov, Ivan, Koumoutsakos, Petros, Wiestler, Benedikt, Menze, Bjoern
Physical models in the form of partial differential equations serve as important priors for many under-constrained problems. One such application is tumor treatment planning, which relies on accurately estimating the spatial distribution of tumor cel
Externí odkaz:
http://arxiv.org/abs/2409.20409
Autor:
LaMaster, John, Das, Dhritiman, Kofler, Florian, Crane, Jason, Li, Yan, Lasser, Tobias, Menze, Bjoern H
Magnetic resonance spectroscopic imaging is a widely available imaging modality that can non-invasively provide a metabolic profile of the tissue of interest, yet is challenging to integrate clinically. One major reason is the expensive, expert data
Externí odkaz:
http://arxiv.org/abs/2409.06609
Autor:
Riedel, Evamaria O., de la Rosa, Ezequiel, Baran, The Anh, Petzsche, Moritz Hernandez, Baazaoui, Hakim, Yang, Kaiyuan, Robben, David, Seia, Joaquin Oscar, Wiest, Roland, Reyes, Mauricio, Su, Ruisheng, Zimmer, Claus, Boeckh-Behrens, Tobias, Berndt, Maria, Menze, Bjoern, Wiestler, Benedikt, Wegener, Susanne, Kirschke, Jan S.
Stroke remains a leading cause of global morbidity and mortality, placing a heavy socioeconomic burden. Over the past decade, advances in endovascular reperfusion therapy and the use of CT and MRI imaging for treatment guidance have significantly imp
Externí odkaz:
http://arxiv.org/abs/2408.11142
Autor:
de la Rosa, Ezequiel, Su, Ruisheng, Reyes, Mauricio, Wiest, Roland, Riedel, Evamaria O., Kofler, Florian, Yang, Kaiyuan, Baazaoui, Hakim, Robben, David, Wegener, Susanne, Kirschke, Jan S., Wiestler, Benedikt, Menze, Bjoern
Accurate estimation of core (irreversibly damaged tissue) and penumbra (salvageable tissue) volumes is essential for ischemic stroke treatment decisions. Perfusion CT, the clinical standard, estimates these volumes but is affected by variations in de
Externí odkaz:
http://arxiv.org/abs/2408.10966