Zobrazeno 1 - 10
of 1 288
pro vyhledávání: '"van Huffel, Sabine"'
Autor:
Ashtari, Pooya, Behmandpoor, Pourya, Haredasht, Fateme Nateghi, Chen, Jonathan H., Patrinos, Panagiotis, Van Huffel, Sabine
Lossy image compression is essential for efficient transmission and storage. Traditional compression methods mainly rely on discrete cosine transform (DCT) or singular value decomposition (SVD), both of which represent image data in continuous domain
Externí odkaz:
http://arxiv.org/abs/2408.12691
Autor:
De Cannière, Hélène, Smeets, Christophe J P, Schoutteten, Melanie, Varon, Carolina, Van Hoof, Chris, Van Huffel, Sabine, Groenendaal, Willemijn, Vandervoort, Pieter
Publikováno v:
Journal of Medical Internet Research, Vol 22, Iss 5, p e17326 (2020)
BackgroundCardiac rehabilitation (CR) is known for its beneficial effects on functional capacity and is a key component within current cardiovascular disease management strategies. In addition, a larger increase in functional capacity is accompanied
Externí odkaz:
https://doaj.org/article/82e317555b6d4ad78bcaca2f497fde4a
Autor:
de la Rosa, Ezequiel, Reyes, Mauricio, Liew, Sook-Lei, Hutton, Alexandre, Wiest, Roland, Kaesmacher, Johannes, Hanning, Uta, Hakim, Arsany, Zubal, Richard, Valenzuela, Waldo, Robben, David, Sima, Diana M., Anania, Vincenzo, Brys, Arne, Meakin, James A., Mickan, Anne, Broocks, Gabriel, Heitkamp, Christian, Gao, Shengbo, Liang, Kongming, Zhang, Ziji, Siddiquee, Md Mahfuzur Rahman, Myronenko, Andriy, Ashtari, Pooya, Van Huffel, Sabine, Jeong, Hyun-su, Yoon, Chi-ho, Kim, Chulhong, Huo, Jiayu, Ourselin, Sebastien, Sparks, Rachel, Clèrigues, Albert, Oliver, Arnau, Lladó, Xavier, Chalcroft, Liam, Pappas, Ioannis, Bertels, Jeroen, Heylen, Ewout, Moreau, Juliette, Hatami, Nima, Frindel, Carole, Qayyum, Abdul, Mazher, Moona, Puig, Domenec, Lin, Shao-Chieh, Juan, Chun-Jung, Hu, Tianxi, Boone, Lyndon, Goubran, Maged, Liu, Yi-Jui, Wegener, Susanne, Kofler, Florian, Ezhov, Ivan, Shit, Suprosanna, Petzsche, Moritz R. Hernandez, Menze, Bjoern, Kirschke, Jan S., Wiestler, Benedikt
Diffusion-weighted MRI (DWI) is essential for stroke diagnosis, treatment decisions, and prognosis. However, image and disease variability hinder the development of generalizable AI algorithms with clinical value. We address this gap by presenting a
Externí odkaz:
http://arxiv.org/abs/2403.19425
Autor:
Azriel, Raphael, Hahn, Cecil D., De Cooman, Thomas, Van Huffel, Sabine, Payne, Eric T., McBain, Kristin L., Eytan, Danny, Behar, Joachim A.
Objective: Epileptic seizures are relatively common in critically-ill children admitted to the pediatric intensive care unit (PICU) and thus serve as an important target for identification and treatment. Most of these seizures have no discernible cli
Externí odkaz:
http://arxiv.org/abs/2205.05389
Autor:
Ashtari, Pooya, Sima, Diana M., De Lathauwer, Lieven, Sappey-Marinier, Dominique, Maes, Frederik, Van Huffel, Sabine
Publikováno v:
Medical Image Analysis 84 (2023) 102706
Convolutional Neural Networks (CNNs) with U-shaped architectures have dominated medical image segmentation, which is crucial for various clinical purposes. However, the inherent locality of convolution makes CNNs fail to fully exploit global context,
Externí odkaz:
http://arxiv.org/abs/2202.12295
Publikováno v:
Conference: 2021 29th European Signal Processing Conference (EUSIPCO)
Functional Magnetic Resonance Imaging (fMRI) is a non-invasive technique for studying brain activity. During an fMRI session, the subject executes a set of tasks (task-related fMRI study) or no tasks (resting-state fMRI), and a sequence of 3-D brain
Externí odkaz:
http://arxiv.org/abs/2011.12113
Autor:
Chatzichristos, Christos, Kofidis, Eleftherios, De Lathauwer, Lieven, Theodoridis, Sergios, Van Huffel, Sabine
Data fusion refers to the joint analysis of multiple datasets which provide complementary views of the same task. In this preprint, the problem of jointly analyzing electroencephalography (EEG) and functional Magnetic Resonance Imaging (fMRI) data is
Externí odkaz:
http://arxiv.org/abs/2005.07134
Autor:
Van Eyndhoven, Simon, Dupont, Patrick, Tousseyn, Simon, Vervliet, Nico, Van Paesschen, Wim, Van Huffel, Sabine, Hunyadi, Borbála
EEG-correlated fMRI analysis is widely used to detect regional blood oxygen level dependent fluctuations that are significantly synchronized to interictal epileptic discharges, which can provide evidence for localizing the ictal onset zone. However,
Externí odkaz:
http://arxiv.org/abs/2004.14185
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