65 research outputs found
Impact of Diabetes on Postinfarction Heart Failure and Left Ventricular Remodeling
Diabetes mellitus, the metabolic syndrome, and the underlying insulin resistance are increasingly associated with diastolic dysfunction and reduced stress tolerance. The poor prognosis associated with heart failure in patients with diabetes after myocardial infarction is likely attributable to many factors, important among which is the metabolic impact from insulin resistance and hyperglycemia on the regulation of microvascular perfusion and energy generation in the cardiac myocyte. This review summarizes epidemiologic, pathophysiologic, diagnostic, and therapeutic data related to diabetes and heart failure in acute myocardial infarction and discusses novel perceptions and strategies that hold promise for the future and deserve further investigation
Machine learning for estimation of building energy consumption and performance:a review
Ever growing population and progressive municipal business demands for constructing new buildings are known as the foremost contributor to greenhouse gasses. Therefore, improvement of energy eciency of the building sector has become an essential target to reduce the amount of gas emission as well as fossil fuel consumption. One most eective approach to reducing CO2 emission and energy consumption with regards to new buildings is to consider energy eciency at a very early design stage. On the other hand, ecient energy management and smart refurbishments can enhance energy performance of the existing stock. All these solutions entail accurate energy prediction for optimal decision making. In recent years, articial intelligence (AI) in general and machine learning (ML) techniques in specic terms have been proposed for forecasting of building energy consumption and performance. This paperprovides a substantial review on the four main ML approaches including articial neural network, support vector machine, Gaussian-based regressions and clustering, which have commonly been applied in forecasting and improving building energy performance
Design of a fuzzy system for living space thermal-comfort regulation
The present paper describes the design of a living space comfort regulator using fuzzy logic. Comfort is a fuzzy concept, different for different people and depending on the work done in the space. The paper describes the structure of the system, the available measurements and the available actuators, the measurement fuzzification process and the defuzzification method. Particular attention is paid to the proper selection of the rules in the knowledge base and the design of the inference engine. Finally the system is tested, and shows satisfactory performance. General design guidelines are given, including the case of spaces having different actuators.Fuzzy logic control Fuzzy thermal comfort Expert system Thermal comfort regulation Fuzzy system
Chronic osteomyelitis caused by multi-resistant Gram-negative bacteria: evaluation of treatment with newer quinolones after prolonged follow-up
We evaluated ciprofloxacin, ofloxacin and pefloxacin regimens for the
treatment of chronic osteomyelitis due to Gram-negative multiresistant
organisms. The study was open, nonrandomized and included 28, 21 and 16
patients, respectively. The 4-fluoroquinolone regimens were 1000 mg, 400
mg and 400-800 mg bd, for a mean duration of 137, 163 and 134 days,
respectively. Pseudomonas aeruginosa was the most common pathogen,
isolated in 33 individuals. Patients were followed clinically,
bacteriologically and radiologically during treatment and for 2-5 years
after discontinuation of therapy. Clinical outcome at the end of therapy
was successful in 79%, 81% and 75%, improvement occurred in 11%,
10% and 19%, and the failure rate was 11%, 10% and 6%, while 11%,
5% and 6% relapsed, respectively. At the end of follow-up the
bacterial eradication rate was 68%, 76% and 69%, respectively.
Fluoroquinolone resistance emerged in 18%, 19% and 13% of
ciprofloxacin, ofloxacin and pefloxacin recipients, respectively. The
newer quinolones were safe and well tolerated and should be considered
as the contemporary treatment of choice for chronic Gram-negative
osteomyelitis, particularly whenever P. aeruginosa is implicated
Bone marrow infection caused by Actinobacillus ureae in a rheumatoid arthritis patient
A patient with rheumatoid arthritis is described who presented with
low-grade fever for 3 months, in whom Actinobacillus ureae was cultured
from bone marrow aspirate. Fever responded favourably to penicillin
therapy. It is the first reported isolation of A. ureae from bone
marrow
In vitro release of new quinolones from biodegradable systems: A comparative study
A new biodegradable delivery system based on low molecular weight
poly(lactic acid) has been formualted, with potential application in the
sustained antibiotic release against bone infection. The in vitro
release of two new quinolones (ofloxacin and ciprofloxacin) from the
biodegradable matrix showed that the delivery of ofloxacin from the
matrix lasted fifty-six days, whereas that of ciprofloxacin lasted
fifty-one days. In both cases, release is controlled by the drug
diffusion and the matrix degradation, the latter being the most critical
factor. The obtained concentration levels are well above the Minimum
Inhibitory Concentration (MIC) against the major causative bacteria of
osteomyelitis. This fact in combination with the good reproducibility of
measurements indicated that the system studied could be of value for the
preparation of implantable controlled release systems for treatment of
diseases in the bone system
Relative and population attributable risk of traffic injuries in relation to blood-alcohol levels in a Mediterranean country
Blood samples were taken from, and interviews were conducted with, 76 persons injured in motor vehicle crashes, and from 126 controls with a home and leisure injury. The analysis was undertaken by modelling the data through conditional logistic regression, controlling for gender- and age-marched variables and other potentially confounding variables, including education and visual acuity. Detectable alcohol levels were associated with a 4.9 relative risk (95% confidence intervals 1.4 to 16.8). The population attributable fraction was about 10% with wide confidence intervals. There was no evidence for a safe threshold in these data. The increased injury risk associated with detectable blood-alcohol levels was disproportionally, albeit non-significantly, elevated among occasional drinkers in comparison to regular drinkers. We conclude that alcohol intake is an important cause of road traffic injuries even in the context of the Mediterranean countries where alcohol is taken in moderation and mainly in the form of wine during meals
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