10Kin1day: A bottom-up neuroimaging initiative
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Publication Date: | 2019 |
Other Authors: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format: | Article |
Language: | eng |
Source: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Download full: | http://hdl.handle.net/1822/62522 |
Summary: | We organized 10Kin1day, a pop-up scientific event with the goal to bring together neuroimaging groups from around the world to jointly analyze 10,000+ existing MRI connectivity datasets during a 3-day workshop. In this report, we describe the motivation and principles of 10Kin1day, together with a public release of 8,000+ MRI connectome maps of the human brain. Ongoing grand-scale projects like the European Human Brain Project (1), the US Brain Initiative (2), the Human Connectome Project (3), the Chinese Brainnetome (4) and exciting world-wide neuroimaging collaborations such as ENIGMA (5) herald the new era of big neuroscience. In conjunction with these major undertakings, there is an emerging trend for bottom-up initiatives, starting with small-scale projects built upon existing collaborations and infrastructures. As described by Mainen et al. (6), these initiatives are centralized around self-organized groups of researchers working on the same challenges and sharing interests and specialized expertise. These projects could scale and open up to a larger audience and other disciplines over time, eventually lining up and merging their findings with other programs to make the bigger picture. |
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10Kin1day: A bottom-up neuroimaging initiativeMRIBrainconnectome analysisConnectome analysisDiffusion weighted MRIdiffusion weighted MRIbrainMRInetworkNetworkinvestment castingmould–metal interactionyttria mould coatingAZ91D-1 wt% CaOScience & TechnologyWe organized 10Kin1day, a pop-up scientific event with the goal to bring together neuroimaging groups from around the world to jointly analyze 10,000+ existing MRI connectivity datasets during a 3-day workshop. In this report, we describe the motivation and principles of 10Kin1day, together with a public release of 8,000+ MRI connectome maps of the human brain. Ongoing grand-scale projects like the European Human Brain Project (1), the US Brain Initiative (2), the Human Connectome Project (3), the Chinese Brainnetome (4) and exciting world-wide neuroimaging collaborations such as ENIGMA (5) herald the new era of big neuroscience. In conjunction with these major undertakings, there is an emerging trend for bottom-up initiatives, starting with small-scale projects built upon existing collaborations and infrastructures. As described by Mainen et al. (6), these initiatives are centralized around self-organized groups of researchers working on the same challenges and sharing interests and specialized expertise. These projects could scale and open up to a larger audience and other disciplines over time, eventually lining up and merging their findings with other programs to make the bigger picture.The 10Kin1day workshop was generously sponsored by the Neuroscience and Cognition program Utrecht (NCU) of the Utrecht University (https://www.uu.nl/en/research/ neuroscience-and-cognition-utrecht), the ENIGMA consortium (http://enigma.ini.usc.edu), and personal grants: MvdH: NWOVIDI (452-16-015), MQ Fellowship; SB-C: the Wellcome Trust; Medical Research Council UK; NIHR CLAHRC for Cambridgeshire and Peterborough Foundation National Health Services Trust; Autism Research Trust; LB: New Investigator Award, Canadian Institutes of Health Research; Dara Cannon: Health Research Board (HRB), Ireland (grant code HRA-POR2013-324); SC: Research Grant Council (Hong Kong)-GRF 14101714; Eveline Crone: ERC-2010-StG-263234; UD: DFG, grant FOR2107 DA1151/5-1, DA1151/5-2, SFB-TRR58, Project C09, IZKF, grant Dan3/012/17; SD: MRC-RFA-UFSP-012013 (Shared Roots MRC Flagship grant); TF: Marie Curie Programme, International Training Programme, r’Birth; DG: National Science Centre (UMO-2011/02/A/NZ5/00329); BG: National Science Centre (UMO-2011/02/A/NZ5/00329); JH: Western Sydney University Postgraduate Research Award; LH: Science Foundation Ireland, ERC; HH: Research Grant Council (Hong Kong)-GRF 14101714; LJ: Velux Stiftung, grant 369 & UZH University Research Priority Program Dynamics of Healthy Aging; AJ: DFG, grant FOR2107 JA 1890/7-1; KJ: National Science Centre (UMO-2013/09/N/HS6/02634); VK: The Russian Foundation for Basic Research (grant code 15-06-05758A); TK: DFG, grant FOR2107 KI 588/14-1, DFG, grant FOR2107 KI 588/15-1; AK: DFG, grant FOR2107 KO 4291/4-1, DFG, grant FOR2107 KO 4291/3-1; IL: The Russian Foundation for Basic Research (grant code 15-06-05758A); EL: Health and Medical Research Fund - 11121271; SiL: NHMRC-ARC Dementia Fellowship 1110414, NHMRC Dementia Research Team Grant 1095127, NHMRC Project Grant 1062319; CL-J: 537-2011, 2014849; AM: Wellcome Trust Strategic Award (104036/Z/14/Z), MRC Grant MC_PC_17209; CM: Heisenberg-Grant, German Research Foundation, DFG MO 2363/3-2; PM: Foundation for Science and Technology, Portugal - PDE/BDE/113601/2015; KN: National Science Centre (UMO-2011/02/A/NZ5/00329); PN: National Science Centre (UMO-2013/09/N/HS6/02634); JiP: NWO-Veni 451-10-007; PaR: PER and US would like to thank the Schizophrenia Research Institute and the Chief-Investigators of the Australian Schizophrenia Research Bank V. Carr, U. Schall, R. Scott, A. Jablensky, B. Mowry, P. Michie, S. Catts, F. Henskens, and C. Pantelis; AS: National Science Centre (UMO-2011/02/A/NZ5/00329); SS: European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement No 707730; CS-M: Carlos III Health Institute (PI13/01958), Carlos III Health Institute (PI16/00889), Carlos III Health Institute (CPII16/00048); ES: National Science Centre (UMO-2011/02/A/NZ5/00329); AT: The Russian Foundation for Basic Research (grant code 1506-05758A); DT-G: PI14/00918, PI14/00639; Leonardo Tozzi: Marie Curie Programme, International Training Programme, r’Birth; SV: IMPRS Neurocom stipend; TvE: National Center for Research Resources at the National Institutes of Health (grant numbers: NIH 1 U24 RR021992 (Function Biomedical Informatics Research Network), NIH 1 U24 RR025736-01 (Biomedical Informatics Research Network Coordinating Center; http://www.birncommunity.org) and the NIH Big Data to Knowledge (BD2K) award (U54 EB020403 to Paul Thompson). NvH: NWO-VIDI (452-11-014); MW: National Science Centre (UMO-2011/02/A/NZ5/00329); Veronica O’Keane: Meath Foundation; AV and AW: CRC Obesity Mechanism (SFB 1052) Project A1 funded by DFG. The funding sources had no role in the study design, data collection, analysis, and interpretation of the data.Frontiers MediaUniversidade do Minhovan den Heuvel, Martijn P.Scholtens, Lianne H.van der Burgh, Hannelore K.Agosta, FedericaAlloza, ClaraArango, CelsoAuyeung, BonnieBaron-Cohen, SimonBasaia, SilviaBenders, Manon J. N. L.Beyer, FraukeKostic, Vladimir S.Krug, AxelLawrie, Stephen M.Lebedeva, Irina S.Lee, Edwin H. M.Lopez-Jaramillo, CarlosLett, Tristram A.Lewis, Simon J. G.Liem, FranziskusLombardo, Michael V.McDonald, ColmMargulies, Daniel S.Markett, SebastianMarques, PauloMartínez-Zalacaín, IgnacioMcIntosh, Andrew M.McPhilemy, GenevieveMeinert, Susanne L.Menchón, José M.Mérillat, SusanMontag, ChristianMoreira, Pedro S.Morgado, PedroMothersill, David O.Naumczyk, PatrycjaMüller, Hans-PeterNabulsi, LeilaNajt, PabloNarkiewicz, KrzysztofOranje, BobOrtiz-Garcia de la Foz, VictorPeper, Jiska S.Pineda, Julian A.Rosa, Pedro G. P.Rasser, Paul E.Redlich, RonnyRepple, JonathanReuter, MartinSerpa, Mauricio H.Ruigrok, Amber N. V.Sabisz, AgnieszkaSchall, UlrichSeedat, SorayaSkouras, StavrosSoriano-Mas, CarlesSousa, NunoSzurowska, Edytavan Erp, Theo G. M.Tomyshev, Alexander S.Tordesillas-Gutierrez, DianaValk, Sofie L.van den Berg, Leonard H.Vollmar, Christian.van Haren, Neeltje E. M.van Leeuwen, Judith M. C.Villringer, ArnoVinkers, Christiaan H.Waller, LeaWalter, HenrikWhalley, Heather C.Witkowska, MartaBooij, LindaWitte, A VeronicaZanetti, Marcus V.Zhang, Ruide Lange, Siemon C.Chaim-Avancini, Tiffany M.Braun, Kees P. J.Filho, Geraldo BusattoCahn, WiepkeCannon, Dara M.Chan, Sandra S. M.Chen, Eric Y. HCrespo-Facorro, BenedictoCrone, Eveline A.Dannlowski, Udode Zwarte, Sonja M. C.Dietsche, BrunoDonohoe, GaryPlessis, Stefan DuFilippi, MassimoDurston, SarahDíaz-Caneja, Covadonga M.Díaz-Zuluaga, Ana M.Emsley, RobinFrodl, ThomasGorges, MartinGraff, BeataGrotegerd, DominikGąsecki, DariuszHall, Julie M.Holleran, LaurenaHolt, RosemaryHopman, Helene J.Kaleda, Vasiliy G.Jansen, AndreasJanssen, JoostJodzio, KrzysztofJäncke, LutzKassubek, JanMasouleh, Shahrzad KharabianKircher, TiloKoevoets, Martijn G. J. C.20192019-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/62522engvan den Heuvel, M. P., Scholtens, L. H., van der Burgh, H. K., Agosta, F., Alloza, C., Arango, C., . . . Lange, S. C. d. (2019). 10Kin1day: A Bottom-Up Neuroimaging Initiative. [10.3389/fneur.2019.00425]. Frontiers in Neurology, 10, 425.1664-22951664-229510.3389/fneur.2019.00425https://www.frontiersin.org/articles/10.3389/fneur.2019.00425info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T11:58:48Zoai:repositorium.sdum.uminho.pt:1822/62522Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:48:35.663528Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
10Kin1day: A bottom-up neuroimaging initiative |
title |
10Kin1day: A bottom-up neuroimaging initiative |
spellingShingle |
10Kin1day: A bottom-up neuroimaging initiative van den Heuvel, Martijn P. MRI Brain connectome analysis Connectome analysis Diffusion weighted MRI diffusion weighted MRI brain MRI network Network investment casting mould–metal interaction yttria mould coating AZ91D-1 wt% CaO Science & Technology |
title_short |
10Kin1day: A bottom-up neuroimaging initiative |
title_full |
10Kin1day: A bottom-up neuroimaging initiative |
title_fullStr |
10Kin1day: A bottom-up neuroimaging initiative |
title_full_unstemmed |
10Kin1day: A bottom-up neuroimaging initiative |
title_sort |
10Kin1day: A bottom-up neuroimaging initiative |
author |
van den Heuvel, Martijn P. |
author_facet |
van den Heuvel, Martijn P. Scholtens, Lianne H. van der Burgh, Hannelore K. Agosta, Federica Alloza, Clara Arango, Celso Auyeung, Bonnie Baron-Cohen, Simon Basaia, Silvia Benders, Manon J. N. L. Beyer, Frauke Kostic, Vladimir S. Krug, Axel Lawrie, Stephen M. Lebedeva, Irina S. Lee, Edwin H. M. Lopez-Jaramillo, Carlos Lett, Tristram A. Lewis, Simon J. G. Liem, Franziskus Lombardo, Michael V. McDonald, Colm Margulies, Daniel S. Markett, Sebastian Marques, Paulo Martínez-Zalacaín, Ignacio McIntosh, Andrew M. McPhilemy, Genevieve Meinert, Susanne L. Menchón, José M. Mérillat, Susan Montag, Christian Moreira, Pedro S. Morgado, Pedro Mothersill, David O. Naumczyk, Patrycja Müller, Hans-Peter Nabulsi, Leila Najt, Pablo Narkiewicz, Krzysztof Oranje, Bob Ortiz-Garcia de la Foz, Victor Peper, Jiska S. Pineda, Julian A. Rosa, Pedro G. P. Rasser, Paul E. Redlich, Ronny Repple, Jonathan Reuter, Martin Serpa, Mauricio H. Ruigrok, Amber N. V. Sabisz, Agnieszka Schall, Ulrich Seedat, Soraya Skouras, Stavros Soriano-Mas, Carles Sousa, Nuno Szurowska, Edyta van Erp, Theo G. M. Tomyshev, Alexander S. Tordesillas-Gutierrez, Diana Valk, Sofie L. van den Berg, Leonard H. Vollmar, Christian. van Haren, Neeltje E. M. van Leeuwen, Judith M. C. Villringer, Arno Vinkers, Christiaan H. Waller, Lea Walter, Henrik Whalley, Heather C. Witkowska, Marta Booij, Linda Witte, A Veronica Zanetti, Marcus V. Zhang, Rui de Lange, Siemon C. Chaim-Avancini, Tiffany M. Braun, Kees P. J. Filho, Geraldo Busatto Cahn, Wiepke Cannon, Dara M. Chan, Sandra S. M. Chen, Eric Y. H Crespo-Facorro, Benedicto Crone, Eveline A. Dannlowski, Udo de Zwarte, Sonja M. C. Dietsche, Bruno Donohoe, Gary Plessis, Stefan Du Filippi, Massimo Durston, Sarah Díaz-Caneja, Covadonga M. Díaz-Zuluaga, Ana M. Emsley, Robin Frodl, Thomas Gorges, Martin Graff, Beata Grotegerd, Dominik Gąsecki, Dariusz Hall, Julie M. Holleran, Laurena Holt, Rosemary Hopman, Helene J. Kaleda, Vasiliy G. Jansen, Andreas Janssen, Joost Jodzio, Krzysztof Jäncke, Lutz Kassubek, Jan Masouleh, Shahrzad Kharabian Kircher, Tilo Koevoets, Martijn G. J. C. |
author_role |
author |
author2 |
Scholtens, Lianne H. van der Burgh, Hannelore K. Agosta, Federica Alloza, Clara Arango, Celso Auyeung, Bonnie Baron-Cohen, Simon Basaia, Silvia Benders, Manon J. N. L. Beyer, Frauke Kostic, Vladimir S. Krug, Axel Lawrie, Stephen M. Lebedeva, Irina S. Lee, Edwin H. M. Lopez-Jaramillo, Carlos Lett, Tristram A. Lewis, Simon J. G. Liem, Franziskus Lombardo, Michael V. McDonald, Colm Margulies, Daniel S. Markett, Sebastian Marques, Paulo Martínez-Zalacaín, Ignacio McIntosh, Andrew M. McPhilemy, Genevieve Meinert, Susanne L. Menchón, José M. Mérillat, Susan Montag, Christian Moreira, Pedro S. Morgado, Pedro Mothersill, David O. Naumczyk, Patrycja Müller, Hans-Peter Nabulsi, Leila Najt, Pablo Narkiewicz, Krzysztof Oranje, Bob Ortiz-Garcia de la Foz, Victor Peper, Jiska S. Pineda, Julian A. Rosa, Pedro G. P. Rasser, Paul E. Redlich, Ronny Repple, Jonathan Reuter, Martin Serpa, Mauricio H. Ruigrok, Amber N. V. Sabisz, Agnieszka Schall, Ulrich Seedat, Soraya Skouras, Stavros Soriano-Mas, Carles Sousa, Nuno Szurowska, Edyta van Erp, Theo G. M. Tomyshev, Alexander S. Tordesillas-Gutierrez, Diana Valk, Sofie L. van den Berg, Leonard H. Vollmar, Christian. van Haren, Neeltje E. M. van Leeuwen, Judith M. C. Villringer, Arno Vinkers, Christiaan H. Waller, Lea Walter, Henrik Whalley, Heather C. Witkowska, Marta Booij, Linda Witte, A Veronica Zanetti, Marcus V. Zhang, Rui de Lange, Siemon C. Chaim-Avancini, Tiffany M. Braun, Kees P. J. Filho, Geraldo Busatto Cahn, Wiepke Cannon, Dara M. Chan, Sandra S. M. Chen, Eric Y. H Crespo-Facorro, Benedicto Crone, Eveline A. Dannlowski, Udo de Zwarte, Sonja M. C. Dietsche, Bruno Donohoe, Gary Plessis, Stefan Du Filippi, Massimo Durston, Sarah Díaz-Caneja, Covadonga M. Díaz-Zuluaga, Ana M. Emsley, Robin Frodl, Thomas Gorges, Martin Graff, Beata Grotegerd, Dominik Gąsecki, Dariusz Hall, Julie M. Holleran, Laurena Holt, Rosemary Hopman, Helene J. Kaleda, Vasiliy G. Jansen, Andreas Janssen, Joost Jodzio, Krzysztof Jäncke, Lutz Kassubek, Jan Masouleh, Shahrzad Kharabian Kircher, Tilo Koevoets, Martijn G. J. C. |
author2_role |
author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author author |
dc.contributor.none.fl_str_mv |
Universidade do Minho |
dc.contributor.author.fl_str_mv |
van den Heuvel, Martijn P. Scholtens, Lianne H. van der Burgh, Hannelore K. Agosta, Federica Alloza, Clara Arango, Celso Auyeung, Bonnie Baron-Cohen, Simon Basaia, Silvia Benders, Manon J. N. L. Beyer, Frauke Kostic, Vladimir S. Krug, Axel Lawrie, Stephen M. Lebedeva, Irina S. Lee, Edwin H. M. Lopez-Jaramillo, Carlos Lett, Tristram A. Lewis, Simon J. G. Liem, Franziskus Lombardo, Michael V. McDonald, Colm Margulies, Daniel S. Markett, Sebastian Marques, Paulo Martínez-Zalacaín, Ignacio McIntosh, Andrew M. McPhilemy, Genevieve Meinert, Susanne L. Menchón, José M. Mérillat, Susan Montag, Christian Moreira, Pedro S. Morgado, Pedro Mothersill, David O. Naumczyk, Patrycja Müller, Hans-Peter Nabulsi, Leila Najt, Pablo Narkiewicz, Krzysztof Oranje, Bob Ortiz-Garcia de la Foz, Victor Peper, Jiska S. Pineda, Julian A. Rosa, Pedro G. P. Rasser, Paul E. Redlich, Ronny Repple, Jonathan Reuter, Martin Serpa, Mauricio H. Ruigrok, Amber N. V. Sabisz, Agnieszka Schall, Ulrich Seedat, Soraya Skouras, Stavros Soriano-Mas, Carles Sousa, Nuno Szurowska, Edyta van Erp, Theo G. M. Tomyshev, Alexander S. Tordesillas-Gutierrez, Diana Valk, Sofie L. van den Berg, Leonard H. Vollmar, Christian. van Haren, Neeltje E. M. van Leeuwen, Judith M. C. Villringer, Arno Vinkers, Christiaan H. Waller, Lea Walter, Henrik Whalley, Heather C. Witkowska, Marta Booij, Linda Witte, A Veronica Zanetti, Marcus V. Zhang, Rui de Lange, Siemon C. Chaim-Avancini, Tiffany M. Braun, Kees P. J. Filho, Geraldo Busatto Cahn, Wiepke Cannon, Dara M. Chan, Sandra S. M. Chen, Eric Y. H Crespo-Facorro, Benedicto Crone, Eveline A. Dannlowski, Udo de Zwarte, Sonja M. C. Dietsche, Bruno Donohoe, Gary Plessis, Stefan Du Filippi, Massimo Durston, Sarah Díaz-Caneja, Covadonga M. Díaz-Zuluaga, Ana M. Emsley, Robin Frodl, Thomas Gorges, Martin Graff, Beata Grotegerd, Dominik Gąsecki, Dariusz Hall, Julie M. Holleran, Laurena Holt, Rosemary Hopman, Helene J. Kaleda, Vasiliy G. Jansen, Andreas Janssen, Joost Jodzio, Krzysztof Jäncke, Lutz Kassubek, Jan Masouleh, Shahrzad Kharabian Kircher, Tilo Koevoets, Martijn G. J. C. |
dc.subject.por.fl_str_mv |
MRI Brain connectome analysis Connectome analysis Diffusion weighted MRI diffusion weighted MRI brain MRI network Network investment casting mould–metal interaction yttria mould coating AZ91D-1 wt% CaO Science & Technology |
topic |
MRI Brain connectome analysis Connectome analysis Diffusion weighted MRI diffusion weighted MRI brain MRI network Network investment casting mould–metal interaction yttria mould coating AZ91D-1 wt% CaO Science & Technology |
description |
We organized 10Kin1day, a pop-up scientific event with the goal to bring together neuroimaging groups from around the world to jointly analyze 10,000+ existing MRI connectivity datasets during a 3-day workshop. In this report, we describe the motivation and principles of 10Kin1day, together with a public release of 8,000+ MRI connectome maps of the human brain. Ongoing grand-scale projects like the European Human Brain Project (1), the US Brain Initiative (2), the Human Connectome Project (3), the Chinese Brainnetome (4) and exciting world-wide neuroimaging collaborations such as ENIGMA (5) herald the new era of big neuroscience. In conjunction with these major undertakings, there is an emerging trend for bottom-up initiatives, starting with small-scale projects built upon existing collaborations and infrastructures. As described by Mainen et al. (6), these initiatives are centralized around self-organized groups of researchers working on the same challenges and sharing interests and specialized expertise. These projects could scale and open up to a larger audience and other disciplines over time, eventually lining up and merging their findings with other programs to make the bigger picture. |
publishDate |
2019 |
dc.date.none.fl_str_mv |
2019 2019-01-01T00:00:00Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/1822/62522 |
url |
http://hdl.handle.net/1822/62522 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
van den Heuvel, M. P., Scholtens, L. H., van der Burgh, H. K., Agosta, F., Alloza, C., Arango, C., . . . Lange, S. C. d. (2019). 10Kin1day: A Bottom-Up Neuroimaging Initiative. [10.3389/fneur.2019.00425]. Frontiers in Neurology, 10, 425. 1664-2295 1664-2295 10.3389/fneur.2019.00425 https://www.frontiersin.org/articles/10.3389/fneur.2019.00425 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Frontiers Media |
publisher.none.fl_str_mv |
Frontiers Media |
dc.source.none.fl_str_mv |
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Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
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