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10篇 您的检索式：作者名="Christopher Sutton"

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		题名	作者	年代	出处	被引量
	1	Crowd-sourcing materials-science challenges with the NOMAD 2018 Kaggle competition显示文摘A public data-analytics competition was organized by the Novel Materials Discovery(NOMAD)Centre of Excellence and hosted by the online platform Kaggle by using a dataset of 3,000(Al_(x)GayIn_(1-x-y))_(2)O_(3) compounds.Its aim was to identify the best machinelearning(ML)model for the prediction of two key physical properties that are relevant for optoelectronic applications:the electronic bandgap energy and the crystalline formation energy.Here,we present a summary of the top-three ranked ML approaches.The first-place solution was based on a crystal-graph representation that is novel for the ML of properties of materials.The second-place model combined many candidate descriptors from a set of compositional,atomic-environment-based,and average structural properties with the light gradient-boosting machine regression model.The third-place model employed the smooth overlap of atomic position representation with a neural network.The Pearson correlation among the prediction errors of nine ML models(obtained by combining the top-three ranked representations with all three employed regression models)was examined by using the Pearson correlation to gain insight into whether the representation or the regression model determines the overall model performance.Ensembling relatively decorrelated models(based on the Pearson correlation)leads to an even higher prediction accuracy.	Christopher Sutton Luca M.Ghiringhelli Takenori Yamamoto Yury Lysogorskiy Lars Blumenthal Thomas Hammerschmidt Jacek R.Golebiowski Xiangyue Liu Angelo Ziletti Matthias Scheffler	2019	npj Computational Materials2019，，1：	2
	2	Minimal Access Retroperitoneal Pancreatic Necrosectomy: Improvement in Morbidity and Mortality With a Less Invasive Approach显示文摘	Michael G. T. Raraty Christopher M. Halloran Susanna Dodd Paula Ghaneh Saxon Connor Jonathan Evans Robert Sutton John P. Neoptolemos	2010	Annals of Surgery2010，，5：	2
	3	Characterisation of acylovir-resistant and -sensitive clinicl herpes simpex virus isolates from an immunocompromised patient显示文摘	Christophers J and Sutton R N	1987	Antimicrob Chemother1987，20，：	1
	4	Results of the Predictors of Response to CRT (PROSPECT) Trial显示文摘	Eugene S. Chung Angel R. Leon Luigi Tavazzi Jing-Ping Sun Petros Nihoyannopoulos John Merlino William T. Abraham Stefano Ghio Christophe Leclercq Jeroen J. Bax Cheuk-Man Yu John Gorcsan Martin St John Sutton Johan De Sutter Jaime Murillo	2008	Circulation2008，，：	1
	5	Potential for global mapping of development via a nightsat mission显示文摘	Christopher D. Elvidge Jeffrey Safran Benjamin Tuttle Paul Sutton Pierantonio Cinzano Donald Pettit John Arvesen Christopher Small	2007	GeoJournal (-)2007，，1：	1
	6	Results of the Predictors of Response to CRT (PROSPECT) Trial显示文摘	Eugene S. Chung Angel R. Leon Luigi Tavazzi Jing-Ping Sun Petros Nihoyannopoulos John Merlino William T. Abraham Stefano Ghio Christophe Leclercq Jeroen J. Bax Cheuk-Man Yu John Gorcsan Martin St John Sutton Johan De Sutter Jaime Murillo	2008	Circulation2008，，20：	1
	7	A case of failed fibroid embolisation due to an unusual vascul supply显示文摘	Jones K Christopher Sutton	2003	JBOG2003，110，8：	1
	8	The Geography of Deregulation in the U.S. Airline Industry显示文摘	Andrew R. Goetz Christopher J. Sutton	1997	Annals of the Association of American Geographers1997，，2：	1
	9	Intraocular lens power calculation following laser refractive surgery显示文摘Refractive outcomes following cataract surgery in patients that have previously undergone laser refractive surgery have traditionally been underwhelming.This is related to several key issues including the preoperative assessment(keratometry)and intraocular lens power calculations.Peer-reviewed literature is overwhelmed by the influx of methodology to manipulate the corneal or intraocular lens(IOL)powers following refractive surgery.This would suggest that the optimal derivative formula has yet been introduced.This review discusses the problems facing surgeons approaching IOL calculations in these post-refractive laser patients,the existing formulae and programs to address these concerns.Prior published outcomes will be reviewed.	Christopher Hodge Colm McAlinden Michael Lawless Colin Chan Gerard Sutton Aifric Martin	2015	Eye and Vision2015，2，1：	1
	10	Motivational Interviewing Early After Acute Stroke: A Randomized, Controlled Trial显示文摘	Caroline L. Watkins Malcolm F. Auton Carol F. Deans Hazel A. Dickinson Cathy I.A. Jack C Elizabeth Lightbody Christopher J. Sutton Martin D. van den Broek Michael J. Leathley	2007	Stroke2007，，3：	1

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