An adaptive color similarity function suitable for image segmentation and its numerical evaluation

In this article, we present an adaptive color similarity function defined in a modified hue‐saturation‐intensity color space, which can be used directly as a metric to obtain pixel‐wise segmentation of color images among other applications. The color information of every pixel is integrated as a unit by an adaptive similarity function thus avoiding color information scattering. As a direct application we present an efficient interactive, supervised color segmentation method with linear complexity respect to the number of pixels of the input image. The process has three steps: (1) Manual selection of few pixels in a sample of the color to be segmented. (2) Automatic generation of the so called color similarity image (CSI), which is a gray level image with all the gray level tonalities associated with the selected color. (3) Automatic threshold of the CSI to obtain the final segmentation. The proposed technique is direct, simple and computationally inexpensive. The evaluation of the efficiency of the color segmentation method is presented showing good performance in all cases of study. A comparative study is made between the behavior of the proposed method and two comparable segmentation techniques in color images using (1) the Euclidean metric of the a* and b* color channels rejecting L* and (2) a probabilistic approach on a* and b* in the CIE L*a*b* color space. Our testing system can be used either to explore the behavior of a similarity function (or metric) in different color spaces or to explore different metrics (or similarity functions) in the same color space. It was obtained from the results that the color parameters a* and b* are not independent of the luminance parameter L* as one might initially assume in the CIE L*a*b* color space. We show that our solution improves the quality of the proposed color segmentation technique and its quick result is significant with respect to other solutions found in the literature. The method also gives a good performance in low chromaticity, gray level and low contrast images. © 2016 Wiley Periodicals, Inc. Col Res Appl, 42, 156–172, 2017     

Biofilm development during the start-up of a sulfate-reducing down-flow fluidized bed reactor at different COD/SO4(2-) ratios and HRT

In sulfate-reducing reactors, it has been reported that the sulfate removal efficiency increases when the COD/SO4(2-) ratio is increased. The start-up of a down-flow fluidized bed reactor constitutes an important step to establish a microbial community in the biofilm able to survive under the operational bioreactor conditions in order to achieve effective removal of both sulfate and organic matter. In this work the influence of COD/SO4(2-) ratio and HRT in the development of a biofilm during reactor start-up (35 days) was studied. The reactor was inoculated with 1.6 g VSS/L of granular sludge, ground low density polyethylene was used as support material; the feed consisted of mineral medium at pH 5.5 containing 1 g COD/L (acetate:lactate, 70:30) and sodium sulfate. Four experiments were conducted at HRT of 1 or 2 days and COD/SO4(2-) ratio of 0.67 or 2.5. The results obtained indicated that a COD/SO4(2-) ratio of 2.5 and HRT 2 days allowed high sulfate and COD removal (66.1 and 69.8%, respectively), whereas maximum amount of attached biomass (1.9 g SVI/L support) and highest sulfate reducing biofilm activity (10.1 g COD-H2S/g VSS-d) was achieved at HRT of 1 day and at COD/sulfate ratios of 0.67 and 2.5, respectively, which suggests that suspended biomass also played a key role in the performance of the reactors.     

Limitations of Existing Mutation Rate Heuristics and How a Rank GA Overcomes Them

Using a set of different search metrics and a set of model landscapes we theoretically and empirically study how ldquooptimalrdquo mutation rates for the simple genetic algorithm (SGA) depend not only on the fitness landscape, but also on population size and population state. We discuss the limitations of current mutation rate heuristics, showing that any fixed mutation rate can be expected to be suboptimal in terms of balancing exploration and exploitation. We then develop a mutation rate heuristic that offers a better balance by assigning different mutation rates to different subpopulations. When the mutation rate is assigned through a ranking of the population, according to fitness for example, we call the resulting algorithm a Rank GA. We show how this Rank GA overcomes the limitations of other heuristics on a set of model problems showing under what circumstances it might be expected to outperform a SGA with any choice of mutation rate.     

3D thermohydrodynamic analysis of a textured slider

Analysis of a 3D inlet textured slider bearing with a temperature dependent fluid is performed. Numerical simulations are carried out for a laminar and steady flow. Hot and cold lubricant mixing in the groove is modelled and examined for different operating conditions. Thermohydrodynamic performance of the bearing is analyzed for different texture lengths.Results show that texture has a stronger and positive influence on load carrying capacity when thermal effects are considered. This beneficial effect is at a maximum for the longest dimples with a length shorter than the pad length. Texture is also beneficial for the load carrying capacity when the sliding speed and inlet flow rate are varied. The load carrying capacity of the slider can be increased by up to 16% in severe operating conditions (high sliding speed).     

Preload assessment in patients with an open abdomen

Health care providers and purchasers of health services have an opportunity to improve patient care and potentially save costs through the wise purchase of interactive health communication applications for patients and employees. Purchasing decisions based on evaluation and evidence should drive the design and development of new systems. The cycle of evaluation includes a needs assessment before system development, usability testing during development, and studies of use and outcomes in natural settings. This type of evidence is critical to our understanding of how best to provide health information and decision assistance to patients, employees, and others.     

Purification and partial characterization of candidate antidiuretic hormone water channel proteins of M(r) 55,000 and 53,000 from toad urinary bladder

Antidiuretic hormone (ADH) increases toad bladder granular cell apical membrane osmotic water permeability (Pf) by insertion of cytoplasmic vesicles containing water channels into the apical membrane. Termination of ADH stimulation results in endocytosis of water channel-containing membrane. In previous work, we have purified water channel-containing vesicles and demonstrated that they contain 12 major protein bands when analyzed by sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE). On the basis of vectorial labeling studies of granular cells and purified vesicles, we have proposed previously that vesicle proteins of 55, 53, and 17 kDa are ADH water channel components. In this report, we have purified and analyzed these three proteins using a combination of SDS-PAGE, peptide mapping, amino acid composition, and amino-terminal analyses. The 55- and 53-kDa proteins are distinct protein species possessing a high degree of structural similarity. Both possess a large content of cysteine. The 17-kDa protein appears to be a proteolytic fragment of the 53-kDa protein. None of these three proteins is phosphorylated or contains large amounts of covalently linked carbohydrate. ADH-elicited Pf is inhibited by the organic mercurial reagent fluorescein mercuric acetate (FMA). Exposure of water channel-containing vesicles to FMA labels selectively four vesicle proteins of 92, 55, 53, and 29 kDa while reducing vesicle Pf by 82%. The combination of FMA and 2-mercaptoethanol or exposure to another mercurial reagent, n-ethylmaleimide, does not inhibit vesicle Pf. Together, these data provide additional evidence for the role of the 55- and 53-kDa proteins as components of the ADH water channel. These candidate ADH water channel proteins are distinct from a 28-kDa candidate water channel protein (CHIP 28) isolated recently from human erythrocyte membranes and kidney proximal tubule by Agre and co-workers (Preston, G. M., Carroll, T. P., Guggino, W. B., and Agre, P. (1992) Science 256, 385-387).     

Reduction of recurrent ischemia with abciximab during continuous ECG-ischemia monitoring in patients with unstable angina refractory to standard treatment (CAPTURE)

BACKGROUND: In the CAPTURE (c7E3 Fab Anti Platelet Therapy in Unstable REfractory angina) trial, 1265 patients with refractory unstable angina were treated with abciximab or placebo, in addition to standard treatment from 16 to 24 hours preceding coronary intervention through 1 hour after intervention. To investigate the incidence of recurrent ischemia and the ischemic burden, a subset of 332 patients (26%) underwent continuous vector-derived 12-lead ECG-ischemia monitoring. METHODS and RESULTS: Patients were monitored from start of treatment through 6 hours after coronary intervention. Ischemic episodes were detected in 31 (18%) of the 169 abciximab and in 37 (23%) of the 163 placebo patients (NS). Only 9 (5%) of abciximab versus 22 (14%) of placebo patients had >/=2 ST episodes (P<0.01). In patients with ischemia, abciximab significantly reduced total ischemic burden (P<0.02), which was calculated alternatively as the total duration of ST episodes per patient, the area under the curve of the ST vector magnitude during episodes, or the sum of the areas under the curves of 12 leads during episodes. Twenty-one patients (6%) suffered a myocardial infarction (MI) (18) or died (3) within 5 days of treatment. The presence of asymptomatic and symptomatic ST episodes during the monitoring period preceding coronary intervention was associated with an increased relative risk of these events of 3.2 (95% CI 1.4, 7.4) and 4.1 (95% CI 1.4, 12.2), respectively. CONCLUSIONS: Recurrent ischemia predicts MI or death within 5 days of follow-up. Treatment with abciximab is associated with a reduction of frequent ischemia and a reduction of total ischemic burden in patients with refractory unstable angina. As such, patients with ischemia derive particularly high benefit from abciximab.     

An audit of magnetic resonance imaging in the paediatric orthopaedic setting

AIMS: To determine when magnetic resonance imaging (MRI) is helpful in the management of a selected group of paediatric orthopaedic patients. METHODS: A retrospective analysis of 131 MRI scans was undertaken with allocation into seven categories based on clinical presentation. RESULTS: MRIs performed for spinal, congenital and intra-articular pathology, as well as for growth plate assessment correlated well with subsequent clinical and/or surgical findings. Three of ten MRIs (30%) incorrectly assessed whether a foreign body was present with a sensitivity of 0.60 and specificity of 0.80. Three of 20 MRIs (15%) could not accurately distinguish between oedema/effusion and frank infection. Here sensitivity was 1.00 and specificity was 0.73. MRIs performed for assessment of tumours were accurate with respect to margins and extent. Assessment of pathology with MRI was never the indication for MRI, thus it was not surprising that in four of 27 soft tissue tumours (sensitivity of 0.88 and specificity of 0.63) MRI did not correlate with subsequent histological findings. CONCLUSIONS: MRI plays an important role in the assessment of a wide range of musculo-skeletal pathology. MRI does not, and could not be expected to, replace the need for incisional biopsy for tumour diagnosis. It must be used with caution where tissues have been previously explored for foreign bodies. Interpretation of MRI in musculoskeletal infection must consider its timing in the evolution of the patient's infection.