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Autoencoder imputation of missing heterogeneous data for Alzheimer's disease classification.

Autor: Haridas NT; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems Ulster University, Magee campus Derry∼Londonderry Northern Ireland UK., Sanchez-Bornot JM; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems Ulster University, Magee campus Derry∼Londonderry Northern Ireland UK., McClean PL; Personalised Medicine Centre, School of Medicine Ulster University, Magee campus Derry∼Londonderry Northern Ireland UK., Wong-Lin K; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems Ulster University, Magee campus Derry∼Londonderry Northern Ireland UK.

Publikováno v: Healthcare technology letters [Healthc Technol Lett] 2024 Sep 15; Vol. 11 (6), pp. 452-460. Date of Electronic Publication: 2024 Sep 15 (Print Publication: 2024).

An Early Stage Researcher's Primer on Systems Medicine Terminology.

Autor: Zanin M; Centro de Tecnología Biomédica, Universidad Politécnica de Madrid, Madrid, Spain., Aitya NAA; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Basilio J; Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University of Vienna, Vienna, Austria., Baumbach J; TUM School of Life Sciences Weihenstephan, Technical University of Munich, Freising, Germany., Benis A; Faculty of Technology Management, Holon Institute of Technology (HIT), Holon, Israel., Behera CK; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Bucholc M; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Castiglione F; CNR National Research Council, IAC Institute for Applied Computing, Rome, Italy., Chouvarda I; Lab of Computing, Medical Informatics, and Biomedical Imaging Technologies, School of Medicine, Aristotle University of Thessaloniki, Thessaloniki, Greece., Comte B; Université Clermont Auvergne, INRAE, UNH, Plateforme d'Exploration du Métabolisme, MetaboHUB Clermont, Clermont-Ferrand, France., Dao TT; Biomechanics and Bioengineering Laboratory (UMR CNRS 7338), Université de Technologie de Compiègne, Compiègne, France.; Labex MS2T 'Control of Technological Systems-of-Systems,' CNRS and Université de Technologie de Compiègne, Compiègne, France., Ding X; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Pujos-Guillot E; Université Clermont Auvergne, INRAE, UNH, Plateforme d'Exploration du Métabolisme, MetaboHUB Clermont, Clermont-Ferrand, France., Filipovic N; Faculty of Engineering, University of Kragujevac, Kragujevac, Serbia.; Bioengineering Research and Development Center (BioIRC), Kragujevac, Serbia.; Steinbeis Advanced Risk Technologies Institute doo Kragujevac, Kragujevac, Serbia., Finn DP; Pharmacology and Therapeutics, School of Medicine, Galway Neuroscience Centre, National University of Ireland, Galway, Republic of Ireland., Glass DH; School of Computing, Ulster University, Ulster, United Kingdom., Harel N; Faculty of Sciences, Holon Institute of Technology (HIT), Holon, Israel., Iesmantas T; Department of Mathematics and Natural Sciences, Kaunas University of Technology, Kaunas, Lithuania., Ivanoska I; Faculty of Computer Science and Engineering, Ss. Cyril and Methodius University, Skopje, Macedonia., Joshi A; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Boudjeltia KZ; Laboratory of Experimental Medicine (ULB 222), Medicine Faculty, Université libre de Bruxelles, CHU de Charleroi, Charleroi, Belgium., Kaoui B; Biomechanics and Bioengineering Laboratory (UMR CNRS 7338), Université de Technologie de Compiègne, Compiègne, France.; Labex MS2T 'Control of Technological Systems-of-Systems,' CNRS and Université de Technologie de Compiègne, Compiègne, France., Kaur D; Northern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, Ulster, United Kingdom., Maguire LP; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., McClean PL; Northern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, Ulster, United Kingdom., McCombe N; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., de Miranda JL; Escola Superior de Tecnologia e Gestão, Instituto Politécnico de Portalegre, Portalegre, Portugal.; Centro de Recursos Naturais e Ambiente (CERENA), Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal., Moisescu MA; Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania., Pappalardo F; Department of Drug Sciences, University of Catania, Catania, Italy., Polster A; Centre for Molecular Medicine Norway (NCMM), Forskningparken, Oslo, Norway., Prasad G; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Rozman D; Centre for Functional Genomics and Bio-Chips, Institute of Biochemistry, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia., Sacala I; Faculty of Automatic Control and Computers, University Politehnica of Bucharest, Bucharest, Romania., Sanchez-Bornot JM; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Schmid JA; Center for Physiology and Pharmacology, Institute of Vascular Biology and Thrombosis Research, Medical University of Vienna, Vienna, Austria., Sharp T; Department of Pharmacology, University of Oxford, Oxford, United Kingdom., Solé-Casals J; Data and Signal Processing Research Group, University of Vic-Central University of Catalonia, Vic, Spain.; Department of Psychiatry, University of Cambridge, Cambridge, United Kingdom.; College of Artificial Intelligence, Nankai University, Tianjin, China., Spiwok V; Department of Biochemistry and Microbiology, University of Chemistry and Technology, Prague, Czech Republic., Spyrou GM; The Cyprus School of Molecular Medicine, The Cyprus Institute of Neurology and Genetics, Nicosia, Cyprus., Stalidzans E; Computational Systems Biology Group, Institute of Microbiology and Biotechnology, University of Latvia, Riga, Latvia., Stres B; Department of Animal Science, Biotechnical Faculty, University of Ljubljana, Ljubljana, Slovenia.; Faculty of Civil and Geodetic Engineering, University of Ljubljana, Ljubljana, Slovenia.; Department of Automation, Biocybernetics and Robotics, Jozef Stefan Institute, Ljubljana, Slovenia., Sustersic T; Faculty of Engineering, University of Kragujevac, Kragujevac, Serbia.; Bioengineering Research and Development Center (BioIRC), Kragujevac, Serbia.; Steinbeis Advanced Risk Technologies Institute doo Kragujevac, Kragujevac, Serbia., Symeonidis I; Center for Research and Technology Hellas, Hellenic Institute of Transport, Thessaloniki, Greece., Tieri P; CNR National Research Council, IAC Institute for Applied Computing, Rome, Italy., Todd S; Altnagelvin Area Hospital, Western Health and Social Care Trust, Altnagelvin, United Kingdom., Van Steen K; BIO3-Systems Genetics, GIGA-R, University of Liege, Liege, Belgium.; BIO3-Systems Medicine, Department of Human Genetics, KU Leuven, Leuven, Belgium., Veneva M; Independent Researcher., Wang DH; State Key Laboratory of Cognitive Neuroscience and Learning, and School of Systems Science, Beijing Normal University, Beijing, China., Wang H; School of Computing, Ulster University, Ulster, United Kingdom., Wang H; School of Computing, Ulster University, Ulster, United Kingdom., Watterson S; Northern Ireland Centre for Stratified Medicine, Ulster University, Londonderry, United Kingdom., Wong-Lin K; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Yang S; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Ulster, United Kingdom., Zou X; Shanghai Centre for Systems Biomedicine, Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China., Schmidt HHHW; Faculty of Health, Medicine & Life Science, Maastricht University, Maastricht, The Netherlands.

Publikováno v: Network and systems medicine [Netw Syst Med] 2021 Feb 25; Vol. 4 (1), pp. 2-50. Date of Electronic Publication: 2021 Feb 25 (Print Publication: 2021).

Shaping a data-driven era in dementia care pathway through computational neurology approaches.

Autor: Wong-Lin K; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee Campus, Londonderry, Northern Ireland, UK. k.wong-lin@ulster.ac.uk., McClean PL; Northern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, Magee Campus, Londonderry, Northern Ireland, UK., McCombe N; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee Campus, Londonderry, Northern Ireland, UK., Kaur D; Northern Ireland Centre for Stratified Medicine, Biomedical Sciences Research Institute, Ulster University, Magee Campus, Londonderry, Northern Ireland, UK., Sanchez-Bornot JM; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee Campus, Londonderry, Northern Ireland, UK., Gillespie P; Health Economics and Policy Analysis Centre, Discipline of Economics, National University of Ireland, Galway, Ireland., Todd S; Altnagelvin Area Hospital, Western Health and Social Care Trust, Londonderry, Northern Ireland, UK., Finn DP; Pharmacology and Therapeutics, School of Medicine, Galway Neuroscience Centre, National University of Ireland, Galway, Ireland., Joshi A; Intelligent Systems Research Centre, School of Computing, Engineering and Intelligent Systems, Ulster University, Magee Campus, Londonderry, Northern Ireland, UK., Kane J; School of Medicine, Dentistry and Biomedical Sciences, Institute for Health Sciences, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK., McGuinness B; School of Medicine, Dentistry and Biomedical Sciences, Institute for Health Sciences, Centre for Public Health, Queen's University Belfast, Belfast, Northern Ireland, UK.

Publikováno v: BMC medicine [BMC Med] 2020 Dec 16; Vol. 18 (1), pp. 398. Date of Electronic Publication: 2020 Dec 16.

Model driven EEG/fMRI fusion of brain oscillations.

Autor: Valdes-Sosa PA; Cuban Neuroscience Center, Havana, Cuba. peter@cneuro.edu.cu, Sanchez-Bornot JM, Sotero RC, Iturria-Medina Y, Aleman-Gomez Y, Bosch-Bayard J, Carbonell F, Ozaki T

Publikováno v: Human brain mapping [Hum Brain Mapp] 2009 Sep; Vol. 30 (9), pp. 2701-21.