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2.
Appl Spectrosc ; 60(1): 9-16, 2006 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-16454902

RESUMO

Due to their heterogeneous structure and variability in form, individual corn (Zea mays L.) kernels present an optical challenge for nondestructive spectroscopic determination of their chemical composition. Increasing demand in agricultural science for knowledge of specific traits in kernels is driving the need to find high-throughput methods of examination. In this study macroscopic near-infrared (NIR) reflectance hyperspectral imaging was used to measure small sets of kernels in the spectroscopic range of 950 nm to 1700 nm. Image analysis and principal component analysis (PCA) were used to determine kernel germ from endosperm regions as well as to define individual kernels as objects out of sets of kernels. Partial least squares (PLS) analysis was used to predict oil or oleic acid concentrations derived from germ or full kernel spectra. The relative precision of the minimum cross-validated root mean square error (RMSECV) and root mean square error of prediction (RMSEP) for oil and oleic acid concentration were compared for two sets of two hundred kernels. An optimal statistical prediction method was determined using a limited set of wavelengths selected by a genetic algorithm. Given these parameters, oil content was predicted with an RMSEP of 0.7% and oleic acid content with an RMSEP of 14% for a given corn kernel.


Assuntos
Algoritmos , Óleo de Milho/análise , Análise de Alimentos/métodos , Ácido Oleico/análise , Sementes/química , Espectrofotometria Infravermelho/métodos , Zea mays/química , Agricultura/métodos , Análise Multivariada
3.
Med Care ; 40(1 Suppl): I86-96, 2002 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-11789635

RESUMO

OBJECTIVES: The goal of this study was to assess racial differences in process of care and outcome for acute myocardial infarction in the VA health care system. DESIGN: Retrospective cohort study using clinical data. SETTING: Eighty-one acute care VA hospitals. PATIENTS: Four thousand seven hundred sixty veterans discharged with a confirmed diagnosis of acute myocardial infarction. The analysis was restricted to 606 black and 4005 white patients. MAIN OUTCOME MEASURES: Comparison of use of guideline-based medications, invasive cardiac procedures, and all-cause mortality at 30 days, 1 year, and 3 years. RESULTS: Black patients were equally likely to receive beta-blockers, more likely than white patients to receive aspirin (86.8% vs. 82.0%; P <0.05), and marginally more likely to receive angiotensin converting enzyme inhibitors (55.7% vs. 49.6%; P = 0.07) at the time of discharge. In contrast, black patients were less likely than white patients to receive thrombolytic therapy at the time of arrival (32.4% vs. 48.2%; P <0.01). There was no significant difference in refusal of angiography or percutaneous transluminal coronary angioplasty between black patients and white patients, or in crude rates of either of these procedures. There was also no difference overall in the percentage of patients who refused coronary artery bypass graft surgery. However, black patients were less likely than white patients to undergo bypass surgery (6.9% vs. 12.5% by 90 days; P <0.001). Black patients remained less likely to undergo bypass surgery even when high-risk specific coronary anatomy subgroups were examined. There was no difference in mortality in the two groups. CONCLUSIONS: In this integrated health care system, no significant racial disparities in use of noninterventional therapies, diagnostic coronary angiography, or short- or long-term mortality was found. Disparities in use of thrombolytic therapy and coronary artery bypass surgery existed, however, even after accounting for differences in clinical indications for treatment and patient refusals. Further work should assess the role of the medical interaction and physician behavior in racial disparities in use of health care.


Assuntos
Negro ou Afro-Americano/estatística & dados numéricos , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Infarto do Miocárdio/terapia , Avaliação de Processos e Resultados em Cuidados de Saúde/estatística & dados numéricos , Padrões de Prática Médica/estatística & dados numéricos , Veteranos/estatística & dados numéricos , População Branca/estatística & dados numéricos , Antagonistas Adrenérgicos beta/uso terapêutico , Idoso , Angioplastia Coronária com Balão/estatística & dados numéricos , Estudos de Coortes , Angiografia Coronária/estatística & dados numéricos , Ponte de Artéria Coronária/estatística & dados numéricos , Fibrinolíticos/uso terapêutico , Pesquisa sobre Serviços de Saúde , Hospitais de Veteranos/normas , Humanos , Pessoa de Meia-Idade , Infarto do Miocárdio/diagnóstico , Infarto do Miocárdio/diagnóstico por imagem , Infarto do Miocárdio/etnologia , Aceitação pelo Paciente de Cuidados de Saúde/etnologia , Estudos Retrospectivos , Terapia Trombolítica/estatística & dados numéricos , Estados Unidos/epidemiologia , Veteranos/classificação
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