scispace - formally typeset
Search or ask a question
Institution

University of Alberta

EducationEdmonton, Alberta, Canada
About: University of Alberta is a education organization based out in Edmonton, Alberta, Canada. It is known for research contribution in the topics: Population & Health care. The organization has 65403 authors who have published 154847 publications receiving 5358338 citations. The organization is also known as: Ualberta & UAlberta.


Papers
More filters
Journal ArticleDOI
TL;DR: It is suggested that if NMR-derived structures could be refined using heteronuclear chemical shifts calculated by SHIFTX, their precision could approach that of the highest resolution X-ray structures.
Abstract: A computer program (SHIFTX) is described which rapidly and accurately calculates the diamagnetic 1H, 13C and 15N chemical shifts of both backbone and sidechain atoms in proteins. The program uses a hybrid predictive approach that employs pre-calculated, empirically derived chemical shift hypersurfaces in combination with classical or semi-classical equations (for ring current, electric field, hydrogen bond and solvent effects) to calculate 1H, 13C and 15N chemical shifts from atomic coordinates. The chemical shift hypersurfaces capture dihedral angle, sidechain orientation, secondary structure and nearest neighbor effects that cannot easily be translated to analytical formulae or predicted via classical means. The chemical shift hypersurfaces were generated using a database of IUPAC-referenced protein chemical shifts – RefDB (Zhang et al., 2003), and a corresponding set of high resolution (<2.1 A) X-ray structures. Data mining techniques were used to extract the largest pairwise contributors (from a list of ∼20 derived geometric, sequential and structural parameters) to generate the necessary hypersurfaces. SHIFTX is rapid (< 1 CPU second for a complete shift calculation of 100 residues) and accurate. Overall, the program was able to attain a correlation coefficient (r) between observed and calculated shifts of 0.911 (1Hα), 0.980 (13Cα), 0.996 (13Cβ), 0.863 (13CO), 0.909 (15N), 0.741 (1HN), and 0.907 (sidechain 1H) with RMS errors of 0.23, 0.98, 1.10, 1.16, 2.43, 0.49, and 0.30 ppm, respectively on test data sets. We further show that the agreement between observed and SHIFTX calculated chemical shifts can be an extremely sensitive measure of the quality of protein structures. Our results suggest that if NMR-derived structures could be refined using heteronuclear chemical shifts calculated by SHIFTX, their precision could approach that of the highest resolution X-ray structures. SHIFTX is freely available as a web server at http://redpoll.pharmacy.ualberta.ca.

530 citations

Journal ArticleDOI
TL;DR: Four new reinforcement learning algorithms based on actor-critic, natural-gradient and function-approximation ideas are presented, and their convergence proofs are provided, providing the first convergence proofs and the first fully incremental algorithms.

530 citations

Journal ArticleDOI
TL;DR: This review/tutorial summarizes current literature on reported contaminants and introduces a number of novel interferences that have been observed and identified in laboratories over the past decade, including both compounds of proteinaceous and non-proteinaceous nature.

529 citations

Journal ArticleDOI
TL;DR: This paper evaluated the effects of three types of instruction (segmental accuracy, general speaking habits and prosodic factors; and nospecific pronunciation instruction) on the speech of three groups of English as a second language (ESL) learners.
Abstract: We had native English-speaking (NS) listeners evaluate the effects of 3types of instruction (segmental accuracy; general speaking habits and prosodic factors; and nospecific pronunciation instruction) on the speech of 3 groups of English as a second language(ESL) learners. We recorded their sentences and extemporaneously produced narratives at thebeginning and end of a 12-week course of instruction. In a blind rating task, 48 native Englishlisteners judged randomized sentences for accentedness and comprehensibility. Six experiencedESL teachers evaluated narratives for accent, comprehensibility, and fluency. Although bothgroups instructed in pronunciation showed significant improvement in comprehensibility andaccentedness on the sentences, only the global group showed improvement in comprehensibilityand fluency in the narratives. We argue that the focus of instruction and the attentional demandson speakers and listeners account for these findings.

529 citations


Authors

Showing all 66027 results

NameH-indexPapersCitations
Salim Yusuf2311439252912
Yi Chen2174342293080
Robert M. Califf1961561167961
Douglas R. Green182661145944
Russel J. Reiter1691646121010
Jiawei Han1681233143427
Jaakko Kaprio1631532126320
Tobin J. Marks1591621111604
Josef M. Penninger154700107295
Subir Sarkar1491542144614
Gerald M. Edelman14754569091
Rinaldo Bellomo1471714120052
P. Sinervo138151699215
David A. Jackson136109568352
Andreas Warburton135157897496
Network Information
Related Institutions (5)
University of British Columbia
209.6K papers, 9.2M citations

99% related

University of Toronto
294.9K papers, 13.5M citations

98% related

University of Minnesota
257.9K papers, 11.9M citations

95% related

University of Wisconsin-Madison
237.5K papers, 11.8M citations

94% related

Cornell University
235.5K papers, 12.2M citations

94% related

Performance
Metrics
No. of papers from the Institution in previous years
YearPapers
20241
2023234
20221,084
20219,315
20208,831
20198,177