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PD-ANN

As already mentioned, use of a less-than-optimal ANN leaves the researcher wondering whether any failures in classification are attributable to the non-optimized architecture rather than a consequence of limitations in spectral quality or information content. Complete architecture optimization by manual trial and error is possible but usually impractical. The PD-ANN s ability to develop a global optimum configuration/solution for distinguishing a set of bacterial strains allows the researcher to probe the limits of spectral information content with respect to questions of inherent taxonomic power. [Pg.116]

These examples illustrate the power of proper ANN feature space optimization. In all the examples discussed, the limits of the type of information that could be gleaned from the Salmonella PyMAB spectra were probed. The PD-ANN s automated optimization removed the issue of methodological uncertainty and enabled a focus on questions of Py-MAB-MS spectral information content and its potential use for rapid strain ID. Question Does Py-MAB-MS data support Serovar classification Answer Yes. How about PFGE classification Yes. How about antibiotic resistance profile Answer Perhaps, if one first eliminates stronger contributions to spectral variation and then, by design and grouping, limits the possibilities to only a few classes. [Pg.118]

Pyle A, Eoltynie T, Tiangyou W, Lambert C, Keers SM, Allcock LM, Davison J, Lewis SJ, Perry RH, Barker R, Bum DJ, Chiimery PF (2005) Mitochondrial DNA haplogroup cluster UKJT reduces the risk of PD. Ann Neurol 57 564—567. [Pg.477]

I 999) Ghislain PD+, Ann Dermatol Venereol (French) I 26, 38 Nodular eruption... [Pg.585]

Blanc PD, Wong H, Bernstein MS, et al An experimental human model of metal fume fever. Ann Int Med 114 930-936, 1991... [Pg.751]

Horn JR, Hansten PD, Lingtak-Neander C. Proposal for a new tool to evalnate drng interaction cases. Ann Phar-macother 2007 41(4) 674-80. [Pg.261]

Recker RR, Saville PD, Heaney RP. Effect of estrogens and calcium carbonate on bone loss in postmenopausal women. Ann Intern Med 1977 87(6) 649-55. [Pg.247]

Rimerman RA, Buhler DR, Whanger PD. 1977. Metabolic interactions of selenium with heavy metals. In Lee SD, ed. Biochemical effects of environmental pollutants. Ann Arbor, Ml Ann Arbor Science Publishers, Inc., 377-396. [Pg.159]

Eisenreich SJ, Capel PD, Looney BB (1983) Physical behaviors of PCBs in the Great Lakes. In Mackay D, Paterson S, Eisenreich SJ, Simmons MS (eds) PCB dynamics in Lake Superior water. Ann Arbor Science, Ann Arbor, MI p 141... [Pg.67]

Larson SJ, Capel PD, Majewski MS (1997) Pesticides in Surface Waters—Distribution, Trends and Governing Factors. In Gilliom RJ (ed) Pesticides in the Hydrologic System, Volume 3, U.S. Geological Survey, National Water Quality Assessment Program. Ann Arbor Press, Inc., Chelsea... [Pg.198]

Slain D, Rogers PD, Cleary JD, Chapman SW. Intravenous itraconazole. Ann Pharmacother. 2001 35 720-729. [Pg.562]

Wimberley PD, Zijstra WG, Durst RA, Siggaard Andersen O (1987) Ann Biol Clin 45 229 236... [Pg.132]

Burnett RW, Covington AK, Maas AHJ, M Her -Plathe O, Weisberg HB, Wimberley PD, Zijlstra WG, Sigaard Andersen O, Durst RA (1989) Ann Biol Clin 47 373 376... [Pg.132]

Carr HM, Vohra R, Sharma H, Smyth JV, Rooney OB, Dodd PD, Walker MG (1996) Ann Vase Surg 10 469... [Pg.94]

Alderman CP, Allcroft PD. Digoxin-itraconazole interaction possible mechanisms. Ann Pharmacother 1997 31(4) 438 140. [Pg.427]

Bornstein MB (1958) Reconstituted rattail collagen used as substrate for tissue cultures on coverslips in Maximow slides and roller tubes. Lab Invest 7 134-137 Bowman PD, Ennis SR, Rarey KE et al. (1983) Brain microvessel endothelial cells in tissue culture a model for study of blood-brain barrier permeability. Ann Neurol 14 396-402 Eisenblatter T, Galla HJ (2002) A new multidrug resistance protein at the blood-brain barrier. Biochem Biophys Res Com-mun 293 1273-1278... [Pg.524]

Kumar PD, Smith HR. Cocaine-related vasculitis causing 113. upper-limb peripheral vascular disease. Ann Intern Med 2000 133(11) 923 1. [Pg.529]

Cole C, Forbes PD, Davies RD, Urbach F. Effect of indoor lighting on normal skin. Ann New York Acad Sci 1985 453 305. [Pg.118]


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See also in sourсe #XX -- [ Pg.115 ]




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