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| 1 | Helping the Consumers and Producers of Standards,Repositories and Policies to Enable FAIR Data显示文摘Thousands of community-developed(meta)data guidelines,models,ontologies,schemas and formats have been created and implemented by several thousand data repositories and knowledge-bases,across all disciplines.These resources are necessary to meet government,funder and publisher expectations of greater transparency and access to and preservation of data related to research publications.This obligates researchers to ensure their data is FAIR,share their data using the appropriate standards,store their data in sustainable and community-adopted repositories,and to conform to funder and publisher data policies.FAIR data sharing also plays a key role in enabling researchers to evaluate,re-analyse and reproduce each other’s work.We can map the landscape of relationships between community-adopted standards and repositories,and the journal publisher and funder data policies that recommend their use.In this paper,we show how the work of the GO-FAIR FAIR Standards,Repositories and Policies(StRePo)Implementation Network serves as a central integration and cross-fertilisation point for the reuse of FAIR standards,repositories and data policies in general.Pivotal to this effort,the FAIRsharing,an endorsed flagship resource of the Research Data Alliance that maps the landscape of relationships between community-adopted standards and repositories,and the journal publisher and funder data policies that recommend their use.Lastly,we highlight a number of activities around FAIR tools,services and educational efforts to raise awareness and encourage participation. | Peter McQuilton Dominique Batista Oya Beyan Ramon Granell Simon Coles Massimiliano Izzo Allyson L.Lister Robert Pergl Philippe Rocca-Serra Ben Schaap Hugh Shanahan Milo Thurston Susanna-Assunta Sansone | 2020 | Data Intelligence2020,2,1: | 5 |
| 2 | Distributed Analytics on Sensitive Medical Data:The Personal Health Train显示文摘In recent years,as newer technologies have evolved around the healthcare ecosystem,more and more data have been generated.Advanced analytics could power the data collected from numerous sources,both from healthcare institutions,or generated by individuals themselves via apps and devices,and lead to innovations in treatment and diagnosis of diseases;improve the care given to the patient;and empower citizens to participate in the decision-making process regarding their own health and well-being.However,the sensitive nature of the health data prohibits healthcare organizations from sharing the data.The Personal Health Train(PHT)is a novel approach,aiming to establish a distributed data analytics infrastructure enabling the(re)use of distributed healthcare data,while data owners stay in control of their own data.The main principle of the PHT is that data remain in their original location,and analytical tasks visit data sources and execute the tasks.The PHT provides a distributed,flexible approach to use data in a network of participants,incorporating the FAIR principles.It facilitates the responsible use of sensitive and/or personal data by adopting international principles and regulations.This paper presents the concepts and main components of the PHT and demonstrates how it complies with FAIR principles. | Oya Beyan Ananya Choudhury Johan van Soest Oliver Kohlbacher Lukas Zimmermann Holger Stenzhorn Md.Rezaul Karim Michel Dumontier Stefan Decker Luiz Olavo Bonino da Silva Santos Andre Dekker | 2020 | Data Intelligence2020,2,1: | 1 |
| 3 | Principles of Autoantibodies as Disease-specific Markers 显示文摘 | Hawa M Beyan M Leslie RD | 2004 | Autoimmunity2004,37,: | 1 |
| 4 | Helicobacter pylori is it a noyel causative agent in vitanmin B12 deficiency ?显示文摘 | Kaptan K Beyan C Ural UA | 2000 | Arch Inten Med2000,160,9: | 1 |
| 5 | The effect of pre-eclampsia on complete blood count, platelet count and mean platelet volume显示文摘 | Ceyhan T Beyan C BaSer I | 2006 | Ann Hematol2006,85,5: | 1 |
| 6 | Adaptive meanshift for automated multiobject tracking显示文摘 | Beyan C Temizel A | 2012 | IET Computer Vision2012,6,1: | 1 |
| 7 | Recombinant human granulocyte colony-stimulating factor (rhG-CSF) promotes in vitro platelet aggregation显示文摘 | Kaptan K Ifran A Beyan C | 2007 | Hematology2007,12,5: | 1 |
| 8 | Correlation between cooked rice texture and rapid visco analysiser measurements显示文摘 | Elaine T Karen L Beyan T | 1999 | Cereal Chem1999,6,5: | 1 |
| 9 | Helicobacter pylori-is it a novel causative agent in vitamin B12 deficiency? 显示文摘 | Kaptan K Beyan C Ural AU | 2000 | Arch Intern Med2000,160,9: | 1 |
| 10 | Evidence for an alternative mechanism for maintaining telomere length in human tumors and tumor-drived cell lines显示文摘 | Englezou A Dolla-Pozza L | 1997 | Nature Medicine1997,3,11: | 1 |
| 11 | The effect of preeclampsia on complete blood count, platele! count and mean platelet volume 显示文摘 | Ceyhan T Beyan C Baser I | 2006 | Ann Hematol2006,85,: | 1 |
| 12 | Study of T cell response to Ii- Key/MHC class Ⅱ epitope hybrides in human type 1 diabetes 显示文摘 | Beyan H Von Hole E Leslie R D | 2008 | Diabetes2008,51,: | 1 |
| 13 | Adaptive mean-shift for automated multi object tracking 显示文摘 | BEYAN C TEMIZEL A | 2012 | lET Computer Vision2012,6,1: | 1 |
| 14 | Hematological presentation in systemic lupus erythematosus and its relationship with disease activity显示文摘 | Beyan E Beyan C Turan M | | 0,,03: | 1 |
| 15 | Adaptive mean-shift for auto- mated multi object tracking显示文摘 | BEYAN C TEMIZEL A | 2013 | Computer Vision IET2013,6,1: | 1 |
| 16 | The relationship between serum ferritin levels and disease activity in systemic lupus erythematosus显示文摘 | Beyan E Beyan C Demirezer A | 2003 | Scand J Rheumatol2003,32,4: | 1 |
| 17 | Mean platelet volume and platelet count values in Patients with carbon monoxide poisoning 显示文摘 | Beyan C Beyan E | 2014 | Angiolagy2014,65,3: | 1 |
| 18 | Helicobacter pylori - is it a novel causative agent in Vitamin Bl2 deficiency?显示文摘 | Kaptan K Beyan C Ural AU | 2000 | Arch Intern Med2000,160,9: | 1 |
| 19 | Hematological presentation in systemic lupus erythematosus and its relationship with disease activity显示文摘 | Beyan E Reyan C Turan M | 2007 | Hematology2007,12,3: | 1 |
| 20 | Hematological presentation in systemic lupus erythematosus and its relationship withdisease activity显示文摘 | Beyan E Beyan C Turan M | 2007 | Hematology2007,12,3: | 1 |