Zobrazeno 1 - 10
of 744
pro vyhledávání: '"Wingen, Guido A."'
Graph Neural Networks (GNNs) have emerged as a powerful tool to learn from graph-structured data. A paramount example of such data is the brain, which operates as a network, from the micro-scale of neurons, to the macro-scale of regions. This organiz
Externí odkaz:
http://arxiv.org/abs/2211.08927
Single-subject mapping of resting-state brain functional activity to non-imaging phenotypes is a major goal of neuroimaging. The large majority of learning approaches applied today rely either on static representations or on short-term temporal corre
Externí odkaz:
http://arxiv.org/abs/2208.04166
Single subject prediction of brain disorders from neuroimaging data has gained increasing attention in recent years. Yet, for some heterogeneous disorders such as major depression disorder (MDD) and autism spectrum disorder (ASD), the performance of
Externí odkaz:
http://arxiv.org/abs/2206.03331
Autor:
Liu, Weijian, Heij, Jurjen, Liu, Shu, Liebrand, Luka, Caan, Matthan, van der Zwaag, Wietske, Veltman, Dick J, Lu, Lin, Aghajani, Moji, van Wingen, Guido
Publikováno v:
In European Neuropsychopharmacology December 2024 89:58-70
Autor:
Kiebs, Maximilian, Farrar, Danielle C., Yrondi, Antoine, Cardoner, Narcis, Tuovinen, Noora, Redlich, Ronny, Dannlowski, Udo, Soriano-Mas, Carles, Dols, Annemiek, Takamiya, Akihiro, Tendolkar, Indira, Narr, Katherine L., Espinoza, Randall, Laroy, Maarten, van Eijndhoven, Philip, Verwijk, Esmée, van Waarde, Jeroen, Verdijk, Joey, Maier, Hannah B., Nordanskog, Pia, van Wingen, Guido, van Diermen, Linda, Emsell, Louise, Bouckaert, Filip, Repple, Jonathan, Camprodon, Joan A., Wade, Benjamin S.C., Donaldson, K. Tristan, Oltedal, Leif, Kessler, Ute, Hammar, Åsa, Sienaert, Pascal, Hebbrecht, Kaat, Urretavizcaya, Mikel, Belge, Jean-Baptiste, Argyelan, Miklos, Baradits, Mate, Obbels, Jasmien, Draganski, Bogdan, Philipsen, Alexandra, Sartorius, Alexander, Rhebergen, Didericke, Ousdal, Olga Therese, Hurlemann, René, McClintock, Shawn, Erhardt, Erik B., Abbott, Christopher C.
Publikováno v:
In Journal of Psychiatric Research November 2024 179:199-208
Autor:
Liu, Weijian, Heij, Jurjen, Liu, Shu, Liebrand, Luka, Caan, Matthan, van der Zwaag, Wietske, Veltman, Dick J., Lu, Lin, Aghajani, Moji, van Wingen, Guido
Publikováno v:
In Journal of Affective Disorders 1 February 2025 370:412-426
Publikováno v:
Abdulkadir A. et al. (eds) Machine Learning in Clinical Neuroimaging. MLCN 2021. Lecture Notes in Computer Science, vol 13001. Springer, Cham
The characterisation of the brain as a functional network in which the connections between brain regions are represented by correlation values across time series has been very popular in the last years. Although this representation has advanced our u
Externí odkaz:
http://arxiv.org/abs/2109.12517
Autor:
Laroy, Maarten, Bouckaert, Filip, Ousdal, Olga Therese, Dols, Annemieke, Rhebergen, Didi, van Exel, Eric, van Wingen, Guido, van Waarde, Jeroen, Verdijk, Joey, Kessler, Ute, Bartsch, Hauke, Jorgensen, Martin Balslev, Paulson, Olaf B., Nordanskog, Pia, Prudic, Joan, Sienaert, Pascal, Vandenbulcke, Mathieu, Oltedal, Leif, Emsell, Louise
Publikováno v:
In Brain Stimulation July-August 2024 17(4):876-886
Autor:
Zhao, Yimiao, Liang, Qiongdan, Jiang, Zhendong, Mei, Huan, Zeng, Na, Su, Sizhen, Wu, Shanshan, Ge, Yinghong, Li, Peng, Lin, Xiao, Yuan, Kai, Shi, Le, Yan, Wei, Liu, Xiaoxing, Sun, Jie, Liu, Weijian, van Wingen, Guido, Gao, Yujun, Tan, Yiqing, Hong, Yi, Lu, Yu, Wu, Ping, Zhang, Xiujun, Wang, Yongxiang, Shi, Jie, Wang, Yumei, Lu, Lin, Li, Xiangyou, Bao, Yanping
Publikováno v:
In The Lancet Regional Health - Western Pacific June 2024 47
Autor:
El-Gazzar, Ahmed, Quaak, Mirjam, Cerliani, Leonardo, Bloem, Peter, van Wingen, Guido, Thomas, Rajat Mani
Publikováno v:
Second International Workshop, OR 2.0 2019, and Second International Workshop, MLCN 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings
Functional Magnetic Resonance Imaging (fMRI) captures the temporal dynamics of neural activity as a function of spatial location in the brain. Thus, fMRI scans are represented as 4-Dimensional (3-space + 1-time) tensors. And it is widely believed tha
Externí odkaz:
http://arxiv.org/abs/2002.05981