Construction of an index of information from clinical practice in Radiology and Imaging Diagnosis based on text mining and thesaurus

Objective To construct a Portuguese language index of information on the practice of diagnostic radiology in order to improve the standardization of the medical language and terminology. Materials and Methods A total of 61,461 definitive reports were collected from the database of the Radiology Information System at Hospital das Clínicas – Faculdade de Medicina de Ribeirão Preto (RIS/HCFMRP) as follows: 30,000 chest x-ray reports; 27,000 mammography reports; and 4,461 thyroid ultrasonography reports. The text mining technique was applied for the selection of terms, and the ANSI/NISO Z39.19-2005 standard was utilized to construct the index based on a thesaurus structure. The system was created in *html. Results The text mining resulted in a set of 358,236 (n = 100%) words. Out of this total, 76,347 (n = 21%) terms were selected to form the index. Such terms refer to anatomical pathology description, imaging techniques, equipment, type of study and some other composite terms. The index system was developed with 78,538 *html web pages. Conclusion The utilization of text mining on a radiological reports database has allowed the construction of a lexical system in Portuguese language consistent with the clinical practice in Radiology.

The art and learning patterns of knowing in nursing

Objective To identify the perception of the students about the use of art as a pedagogical strategy in learning the patterns of knowing in nursing; to identify the dimensions of each pattern valued in the analysis of pieces of art. Method Descriptive mixed study. Data collection used a questionnaire applied to 31 nursing students. Results In the analysis of the students’ discourse, it was explicit that empirical knowledge includes scientific knowledge, tradition and nature of care. The aesthetic knowledge implies expressiveness, subjectivity and sensitivity. Self-knowledge, experience, reflective attitude and relationships with others are the subcategories of personal knowledge and the moral and ethics support ethical knowledge. Conclusion It is possible to learn patterns of knowledge through art, especially the aesthetic, ethical and personal. It is necessary to investigate further pedagogical strategies that contribute to the learning patterns of nursing knowledge.

Perennial grasses for recovery of the aggregation capacity of a reconstructed soil in a coal mining area in southern Brazil

The construction of a soil after surface coal mining involves heavy machinery traffic during the topographic regeneration of the area, resulting in compaction of the relocated soil layers. This leads to problems with water infiltration and redistribution along the new profile, causing water erosion and consequently hampering the revegetation of the reconstructed soil. The planting of species useful in the process of soil decompaction is a promising strategy for the recovery of the soil structural quality. This study investigated the influence of different perennial grasses on the recovery of reconstructed soil aggregation in a coal mining area of the Companhia Riograndense de Mineração, located in Candiota-RS, which were planted in September/October 2007. The treatments consisted of planting: T1- Cynodon dactylon cv vaquero; T2 - Urochloa brizantha; T3 - Panicum maximun; T4 - Urochloa humidicola; T5 - Hemarthria altissima; T6 - Cynodon dactylon cv tifton 85. Bare reconstructed soil, adjacent to the experimental area, was used as control treatment (T7) and natural soil adjacent to the mining area covered with native vegetation was used as reference area (T8). Disturbed and undisturbed soil samples were collected in October/2009 (layers 0.00-0.05 and 0.10-0.15 m) to determine the percentage of macro- and microaggregates, mean weight diameter (MWD) of aggregates, organic matter content, bulk density, and macro- and microporosity. The lower values of macroaggregates and MWD in the surface than in the subsurface layer of the reconstructed soil resulted from the high degree of compaction caused by the traffic of heavy machinery on the clay material. After 24 months, all experimental grass treatments showed improvements in soil aggregation compared to the bare reconstructed soil (control), mainly in the 0.00-0.05 m layer, particularly in the two Urochloa treatments (T2 and T4) and Hemarthria altissima (T5). However, the great differences between the treatments with grasses and natural soil (reference) indicate that the recovery of the pre-mining soil structure could take decades.

Regeneración natural de nueve especies maderables en un bosque intervenido de la Amazonia Boliviana

Un aspecto fundamental del manejo forestal sostenible, es el mantenimiento de la regeneración natural en los bosques aprovechados. A corto y largo plazo, el aprovechamiento forestal tiene varias consecuencias, sobre la regeneración natural de las especies forestales. Esta investigación, compara la abundancia de la regeneración natural y la distribución espacial de plántulas de nueve especies maderables, entre un bosque aprovechado y un testigo. La abundancia y estructura espacial, fue determinada mediante 55 parcelas de muestreo anidadas (20 x 20 m, 10 x 10 m), estas fueron distribuidas en 180 hectáreas en cada condición de bosque evaluado. Dentro de las parcelas de 10 x 10 m, se registraron las categorías: plántula, brinzal y latizal. En las parcelas de 20 x 20, se midieron los árboles semilleros con DAP > 20 cm. En bosque aprovechado C. racemosa, T. altissima y A. lecointei mostraron mayor abundancia total. Según categorías de regeneración, la abundancia de P. corymbosum resultó mayor en bosque aprovechado; pero en las especies C. racemosa, T. altissima, D. odorata y C. micrantha fue mayor en el bosque testigo. La abundancia de A. lecointei, P. heterophylla y Virola sp. no difirió entre sitios. Espacialmente, solo A. lecointei y Virola sp mostraron patrones diferentes entre condiciones de bosque estudiados. Estos resultados, permiten concluir que el aprovechamiento forestal, no modifica significativamente la abundancia y estructura espacial de la regeneración de todas las especies forestales, por lo que, las intensidades de extracción moderada no comprometería el potencial de la regeneración natural en bosques manejados.

Addressing Practical Issues Related Tto Nursing Care For International Visitors To Hiroshima

When nine million foreigners visited Japan in 2013, the federal government set a goal to attract an additional two and a half million visitors including medical tourists by 2020. This research investigates the attitudes and concerns of Japanese nurses when they are in a situation dealing with foreign patients. The data were collected from March through September 2010, from 114 nurses at three hospitals, in close proximity to popular tourist destinations in Hiroshima. A questionnaire was developed for this research, named Mari Meter, which included a section to write answers to an open question for the nurses to express their opinions. These responses were examined statistically and by word analysis using Text Mining Studio. Japanese nurses expressed greatest concern about payment options, foreign language skills, and issues of informed consent, when dealing with foreigners. The results confirm that, in order to provide a high quality of patient care, extra preparation and a greater knowledge of international workers and visitors are required by nursing professionals in Japan.


Chemical and physical composition of grain-type and food-type soybean for food processing

The objective of this work was to evaluate the chemical and physical characteristics of grains of soybean (Glycine max) cultivars for food processing. The soybean cultivars evaluated were: grain-type - BRS 133 and BRS 258; food-type - BRS 213 (null lipoxygenases), BRS 267 (vegetable-type) and BRS 216 (small grain size). BRS 267 and BRS 216 cultivars showed higher protein content, indicating that they could promote superior nutritional value. BRS 213 cultivar showed the lowest lipoxygenase activity, and BRS 267, the lowest hexanal content. These characteristics can improve soyfood flavor. After cooking, BRS 267 cultivar grains presented a higher content of aglycones (more biologically active form of isoflavones) and oleic acid, which makes it proper for functional foods and with better stability for processing, and also showed high content of fructose, glutamic acid and alanine, compounds related to the soybean mild flavor. Because of its large grain size, BRS 267 is suitable for tofu and edamame, while small-grain-sized BRS 216 is good for natto and for soybean sprouts production. BRS 216 and BRS 213 cultivars presented shorter cooking time, which may be effective for reducing processing costs.

Changes in the isoflavone profile and in the chemical composition of tempeh during processing and refrigeration

The objective of this work was to analyze changes in the isoflavone profile, determined by high performance liquid chromatography, at different processing stages and after refrigeration of tempeh. For tempeh production, clean soybean grains from cultivars BR 36 (low isoflavone content) and IAS 5 (high) were dehulled, and the separated cotyledons were hydrated and then cooked in boiling water for 30 min. Spores of the fungus Rhizopus microsporus var. oligosporus were inoculated in the cooked and cooled cotyledons, and incubated at 32ºC for 6, 12, 18, and 24 hours in perforated polypropylene bags, for fermentation. The resulting tempeh was stored at 4ºC for 6, 12, 18, and 24 hours. After 24-hour fermentation, isoflavone glucosides were 50% reduced, and the aglycone forms in the tempeh from both cultivars was increased. The malonyl forms reduced 83% after cooking. Less than 24 hours of refrigeration did not affect the isoflavone profile of tempeh from either cultivar, which is a good indicator of its quality. The tempeh maintains the high and low isoflavone content of the cultivars, which indicates that cultivar differences in this trait should be considered when processing tempeh.

Características morfofisiológicas de abacaxizeiro 'gomo de mel' enraizado in vitro sob luz natural e substrato vermiculita

Objetivou-se avaliar o efeito da vermiculita, ágar, da luz artificial e a da natural no enraizamento in vitro de brotos de abacaxizeiro 'Gomo de Mel', bem como caracterizar anatomicamente essas plantas. O trabalho foi realizado no laboratório de Cultura de Tecidos Vegetais, do Departamento de Agricultura - UFLA, Lavras-MG. Foram utilizados brotos com 2 cm de comprimento, cultivados em meio MS acrescido de 30g.L-1 de sacarose. Testaram-se dois suportes físicos: 6g.L-1 de ágar e 15 g.L-1 de vermiculita para o enraizamento dos brotos em dois ambientes: sala de crescimento a 25±1 ºC, 45 W.m-2.s-1 durante 16 horas e casa de vegetação com radiação de 115,08 W.m-2.s-1 e 33 ºC (luz natural). Após 60 dias, avaliaram-se comprimento de parte aérea, massa fresca e seca de parte aérea e raízes, espessuras dos tecidos do limbo foliar, além de número, diâmetro polar e equatorial dos estômatos. O experimento foi instalado em delineamento inteiramente casualizado. Os resultados mostraram-se significativos para interação entre suportes físicos e ambientes para todas as variáveis analisadas. O uso do substrato vermiculita em luz artificial apresentou melhores resultados para todas as variáveis, exceto para número de estômatos. Para as características anatômicas, maiores espessuras dos tecidos do limbo foliar foram verificadas quando se utilizaram vermiculita e luz natural, sendo que, para o uso de ágar, também houve aumento das espessuras somente quando se utilizou o ambiente de luz natural. Quanto ao número de estômatos/mm², não houve diferença significativa para os tratamentos. Maior diâmetro polar e equatorial foi observado em estômatos de folhas cultivadas em luz artificial e vermiculita, e luz natural e vermiculita, respectivamente.