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Optimizing graph neural network architectures for schizophrenia spectrum disorder prediction using evolutionary algorithms.

Autor: Wang S; School of Information Science and Technology, University of Science and Technology of China, Hefei, 230027, China; School of Electrical Engineering and Automation, Hefei University of Technology, Hefei, 230009, China; Graduate School of Medicine, Juntendo University, Tokyo, 1138421, Japan. Electronic address: wangsr@mail.hfut.edu.cn., Tang H; School of Electrical Engineering and Automation, Hefei University of Technology, Hefei, 230009, China; Industrial Automation Engineering Technology Research Center of Anhui Province, Hefei, 230009, China., Himeno R; Graduate School of Medicine, Juntendo University, Tokyo, 1138421, Japan., Solé-Casals J; Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Vic, 08500, Spain; Department of Psychiatry, University of Cambridge, Cambridge, CB2 3EB, United Kingdom., Caiafa CF; Instituto Argentino de Radioastronomía-CONICET CCT La Plata/CIC-PBA/UNLP, V. Elisa, 1894, Argentina., Han S; Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Vic, 08500, Spain; Image Processing Research Group, RIKEN Center for Advanced Photonics, RIKEN, Wako-Shi, Saitama, 351-0198, Japan., Aoki S; Graduate School of Medicine, Juntendo University, Tokyo, 1138421, Japan., Sun Z; Graduate School of Medicine, Juntendo University, Tokyo, 1138421, Japan. Electronic address: z.sun.kc@juntendo.ac.jp.

Publikováno v: Computer methods and programs in biomedicine [Comput Methods Programs Biomed] 2024 Dec; Vol. 257, pp. 108419. Date of Electronic Publication: 2024 Sep 11.

Special Issue "Machine Learning Methods for Biomedical Data Analysis".

Autor: Caiafa CF; Instituto Argentino de Radioastronomía-CCT La Plata, CONICET/CIC-PBA/UNLP, V. Elisa 1894, Argentina., Sun Z; Computational Engineering Applications Unit, Head Office for Information Systems and Cybersecurity, RIKEN, Wako-Shi 351-0198, Japan., Tanaka T; Department of Electrical and Electronic Engineering, Tokyo University of Agriculture and Technology, Tokyo 184-8588, Japan., Marti-Puig P; Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, 08500 Vic, Catalonia, Spain., Solé-Casals J; Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, 08500 Vic, Catalonia, Spain.

Publikováno v: Sensors (Basel, Switzerland) [Sensors (Basel)] 2023 Nov 24; Vol. 23 (23). Date of Electronic Publication: 2023 Nov 24.

Cerebral cortex layer segmentation using diffusion magnetic resonance imaging in vivo with applications to laminar connections and working memory analysis.

Autor: Zhang J; College of Artificial Intelligence, Nankai University, Tianjin, China., Sun Z; Computational Engineering Applications Unit, Head Office for Information Systems and Cybersecurity, RIKEN, Saitama, Japan., Duan F; College of Artificial Intelligence, Nankai University, Tianjin, China., Shi L; College of Artificial Intelligence, Nankai University, Tianjin, China., Zhang Y; Department of Bioengineering and Department of Electrical and Computer Engineering, Lehigh University, Bethlehem, Pennsylvania, USA., Solé-Casals J; College of Artificial Intelligence, Nankai University, Tianjin, China.; Department of Psychiatry, University of Cambridge, Cambridge, UK.; Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Vic, Catalonia, Spain., Caiafa CF; College of Artificial Intelligence, Nankai University, Tianjin, China.; Instituto Argentino de Radioastronomía- CCT La Plata, CONICET/CIC-PBA/UNLP, 1894 V., Elisa, Argentina.

Publikováno v: Human brain mapping [Hum Brain Mapp] 2022 Dec 01; Vol. 43 (17), pp. 5220-5234. Date of Electronic Publication: 2022 Jul 01.

A fast algorithm for spatiotemporal signals recovery using arbitrary dictionaries with application to electrocardiographic imaging.

Autor: Caracciolo SF; Instituto Argentino de Matemática 'Alberto P. Calderón', CONICET, Saavedra 15 (C1083ACA), Ciudad Autónoma de Buenos Aires, Argentina.; Instituto de Ingeniería Biomédica, UBA, Av. Paseo Colón 850 (C1063ACV), Ciudad Autónoma de Buenos Aires, Argentina., Caiafa CF; Instituto Argentino de Radioastronomía-CCT La Plata, CONICET / CIC-PBA / UNLP, (1894) V. Elisa, Buenos Aires, Argentina., Martínez Pería FD; Instituto Argentino de Matemática 'Alberto P. Calderón', CONICET, Saavedra 15 (C1083ACA), Ciudad Autónoma de Buenos Aires, Argentina.; Centro de Matemática de La Plata, UNLP, 50 y 115 (B1900AJJ), La Plata, Buenos Aires, Argentina., Arini PD; Instituto Argentino de Matemática 'Alberto P. Calderón', CONICET, Saavedra 15 (C1083ACA), Ciudad Autónoma de Buenos Aires, Argentina.; Instituto de Ingeniería Biomédica, UBA, Av. Paseo Colón 850 (C1063ACV), Ciudad Autónoma de Buenos Aires, Argentina.

Publikováno v: Biomedical physics & engineering express [Biomed Phys Eng Express] 2022 Sep 13; Vol. 8 (6). Date of Electronic Publication: 2022 Sep 13.