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| 1 | FAIR Principles:Interpretations and Implementation Considerations显示文摘The FAIR principles have been widely cited,endorsed and adopted by a broad range of stakeholders since their publication in 2016.By intention,the 15 FAIR guiding principles do not dictate specific technological implementations,but provide guidance for improving Findability,Accessibility,Interoperability and Reusability of digital resources.This has likely contributed to the broad adoption of the FAIR principles,because individual stakeholder communities can implement their own FAIR solutions.However,it has also resulted in inconsistent interpretations that carry the risk of leading to incompatible implementations.Thus,while the FAIR principles are formulated on a high level and may be interpreted and implemented in different ways,for true interoperability we need to support convergence in implementation choices that are widely accessible and(re)-usable.We introduce the concept of FAIR implementation considerations to assist accelerated global participation and convergence towards accessible,robust,widespread and consistent FAIR implementations.Any self-identified stakeholder community may either choose to reuse solutions from existing implementations,or when they spot a gap,accept the challenge to create the needed solution,which,ideally,can be used again by other communities in the future.Here,we provide interpretations and implementation considerations(choices and challenges)for each FAIR principle. | Annika Jacobsen Ricardo de Miranda Azevedo Nick Juty Dominique Batista Simon Coles Ronald Cornet Melanie Courtot Merce Crosas Michel Dumontier Chris T.Evelo Carole Goble Giancarlo Guizzardi Karsten Kryger Hansen Ali Hasnain Kristina Hettne Jaap Heringa Rob W.W.Hooft Melanie Imming Keith G.Jeffery Rajaram Kaliyaperumal Martijn GKersloot Christine R.Kirkpatrick Tobias Kuhn Ignasi Labastida Barbara Magagna PeterMcQuilton Natalie Meyers Annalisa Montesanti Mirjam van Reisen Philippe Rocca-Serra Robert Pergl Susanna-Assunta Sansone Luiz Olavo Bonino da Silva Santos Juliane Schneider George Strawn Mark Thompson Andra Waagmeester Tobias Weigel Mark D.Wilkinson Egon L.Willighagen Peter Wittenburg Marco Roos Barend Mons Erik Schultes | 2020 | Data Intelligence2020，2，1： | 26 |
| 2 | A deep convolutional neural network for real-time full profile analysis of big powder diffraction data显示文摘We present Parameter Quantification Network(PQ-Net),a regression deep convolutional neural network providing quantitative analysis of powder X-ray diffraction patterns from multi-phase systems.The network is tested against simulated and experimental datasets of increasing complexity with the last one being an X-ray diffraction computed tomography dataset of a multi-phase Ni-Pd/CeO_(2)-ZrO_(2)/Al_(2)O_(3) catalytic material system consisting of ca.20,000 diffraction patterns.It is shown that the network predicts accurate scale factor,lattice parameter and crystallite size maps for all phases,which are comparable to those obtained through full profile analysis using the Rietveld method,also providing a reliable uncertainty measure on the results.The main advantage of PQNet is its ability to yield these results orders of magnitude faster showing its potential as a tool for real-time diffraction data analysis during in situ/operando experiments. | Hongyang Dong Keith T.Butler Dorota Matras Stephen W.T.Price Yaroslav Odarchenko Rahul Khatry Andrew Thompson Vesna Middelkoop Simon D.M.Jacques Andrew M.Beale Antonis Vamvakeros | 2021 | npj Computational Materials2021，，1： | 5 |
| 3 | Endoscopic ultrasound-guided celiac plexus neurolysis using a reverse phase polymer显示文摘AIM:To assess the feasibility of endoscopic ultrasound(EUS)guided celiac plexus neurolysis(CPN) using a poloxamer. METHODS:In this prospective evaluation,six Yorkshire pigs underwent EUS-guided CPN.Three received an injection of 10 mL of 0.25%Lidocaine plus methylene blue(group 1) and three received an injection of 10 mL of 0.25%Lidocaine plus blue colored poloxamer(PS137-25)(group 2) .Necropsy was performed immediately after the animals were sacrificed.The abdominal and pelvic cavities were examined for the presence of methylene blue and the blue colored poloxamer.RESULTS:EUS-guided CPN was successfully performed in all 6 pigs without immediate complication.Methylene blue was identified throughout the peritoneal and retroperitoneal cavity in group 1.The blue colored poloxamer was found in the retroperitoneal cavity immediately adjacent to the aorta,in the exact location of the celiac plexus in group 2.CONCLUSION:EUS-guided CPN using a reverse phase polymer in a non-survival porcine model was technically feasible.The presence of a poloxamer gel at the site of the celiac plexus at necropsy indicates a precise delivery of the neurolytic agent. | Keith L Obstein Fernanda P Martins Gloria Fernández-Esparrach Christopher C Thompson | 2010 | World Journal of Gastroenterology2010，16，6： | 3 |
| 4 | Efficacy and safety of boceprevir plus peginterferon–ribavirin in patients with HCV G1 infection and advanced fibrosis/cirrhosis显示文摘 | Savino Bruno John M. Vierling Rafael Esteban Lisa M. Nyberg Hugo Tanno Zachary Goodman Fred Poordad Bruce Bacon Keith Gottesdiener Lisa D. Pedicone Janice K. Albrecht Clifford A. Brass Seth Thompson Margaret H. Burroughs | 2012 | Journal of Hepatology2012，，： | 2 |
| 5 | Mapping the values driving organic food choice: Germany vs the UK显示文摘 | Susan Baker Keith E. Thompson Julia Engelken and Karen Huntley | 2004 | European Journal of Marketing2004，，8： | 1 |
| 6 | Direct silicon-silicon bonding by electromagnetic induction heating显示文摘 | Keith Thompson Yogesh B Gian Chandani | 2002 | JMEMS2002，11，： | 1 |
| 7 | What the future holds for magnetic drive pumps显示文摘 | Keith Thompson | 2007 | World Pumps2007，495，： | 1 |
| 8 | What the future holds for magnetic drive pumps 显示文摘 | Thompson Keith | 2007 | World Pumps2007，，495： | 1 |
| 9 | Crisis in the meat industry: a values-based approach to communications strategy显示文摘 | Susan Baker Keith E. Thompson David Palmer-Barnes | 2002 | Journal of Marketing Communications2002，，1： | 1 |
| 10 | Catheter-based left atrial appendage occlusion procedure: role of echocardiography显示文摘 | Gila Perk Simon Biner Itzhak Kronzon Muhamed Saric Larry Chinitz Keith Thompson Takahiro Shiota Asma Hussani Roberto Lang Robert Siegel Saibal Kar | 2012 | European Journal of Echocardiography2012，，2： | 1 |
| 11 | Radiation-induced renovascular hypertension successfully treated with transluminal angioplasty: Case report显示文摘 | Jovan Milutinovic M.D. Michael Darcy Keith A. Thompson | 1990 | Cardiovascular and Interventional Radiology1990，，1： | 1 |
| 12 | What the future holds for magnetic drive pumps显示文摘 | Keith Thompson | 2007 | World pumps2007，11，： | 1 |
| 13 | Risk factors and prognosis for corneal ectasia after LASIK显示文摘 | J.Bradley Randleman Buddy Russell Michael A Ward Keith P Thompson R.Doyle Stulting | 2003 | Ophthalmology2003，，2： | 1 |
| 14 | Pupil location under mesopic,photopic and pharmacologically dilated conditions显示文摘 | YANG Yabo THOMPSON KEITH BURNS S A | 2002 | Invest Ophthalmol Vis Sci2002，43，7： | 1 |
| 15 | Toxicity of Bordella avium betacystathionase toward MC 3TS-E1 osteogenic cell 显示文摘 | Gently-Weeks C R J M Keith and J Thompson | 1993 | J Biol chem1993，，268： | 1 |
| 16 | Direct silicon -silicon bonding by electromagnetic induction heating显示文摘 | Keith Thompson | 2002 | J Microelectromech Syst2002，11，4： | 1 |
| 17 | Macroarray detection of grapevine leafroll-associated viruses显示文摘 | Jeremy R. Thompson Marc Fuchs Kael F. Fischer Keith L. Perry | 2012 | Journal of Virological Methods2012，，2： | 1 |
| 18 | Mapping the values driving organic food choice: Germany VS the UK显示文摘 | SUSAN B KEITH E THOMPSON J E | 2004 | European Journal of Marketing2004，38，8： | 1 |
| 19 | What the Future Holds for Magnetic Drive Pumps显示文摘 | Keith Thompson | 2007 | World Pumps2007，11，： | 1 |
| 20 | Metabolic engineering of Aspergillus oryzae NRRL 3488 for increased production of l -malic acid显示文摘 | Stephen H. Brown Lena Bashkirova Randy Berka Tyler Chandler Tammy Doty Keith McCall Michael McCulloch Sarah McFarland Sheryl Thompson Debbie Yaver Alan Berry | 2013 | Applied Microbiology and Biotechnology2013，，20： | 1 |
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