72 research outputs found

    Comparison of Oxygen Flux in Hydrogel and Silicone Hydrogel Contact Lenses

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    The prevalence of contact lens use has been continuously growing for their convenience and for cosmetic reasons. Although contact lenses do offer many advantages over glasses, the major concern for many contact lens users is dryness that results from a lack of oxygen that goes through the contact lens to meet the demand of eye tissue. A new type of contact lens, made out of silicone hydrogel, has been introduced in the market which has garnered much attention from many contact users. The silicone hydrogel is different from the traditional hydrogel contact lens since oxygen is permeable through silicone, which was not possible through hydrogels. The hydrogel contact lenses must have high water content for oxygen delivery, silicone hydrogel contacts depends on their high oxygen diffusivity while having low water content. Night and day contact lenses are made out of silicone hydrogel whereas traditional ones for day use are often made out of hydrogel. A model was developed to validate the advantage of wearing silicone hydrogel contact lenses in both day and night conditions. By analyzing the center area of the eye around the pupil as a thin slab, the performance of these two types of contact lenses were compared by computing average oxygen concentrations in the stroma, which is the largest layer of cornea. Using COMSOL Multiphysics, the simplified geometry that included the layers of contact lens, tear, endothelium, and stroma was used as our model to find the oxygen concentration after eight hours of use either with eyes open or closed. The thickness of 80/mu m was used for both hydrogel and silicone hydrogel, the average oxygen concentration was found to be 9.100219x10-8mol/cm3 and 4.198608x10-8 mol/cm3 respectively for day setting with eyes open for eight hours and 3.536442x10-8 mol/cm3 and 2.119774x10-8 mol/cm3 respectively for night setting with eyes closed. Variations of other parameters in modeling also showed the same trend that silicone hydrogel contact lenses ended up with less oxygen in the cornea than hydrogel. Thus, the modeling showed how the silicone hydrogel did not offer any increase in oxygen delivery in both day and night settings

    From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

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    Much of the previous work towards digital agents for graphical user interfaces (GUIs) has relied on text-based representations (derived from HTML or other structured data sources), which are not always readily available. These input representations have been often coupled with custom, task-specific action spaces. This paper focuses on creating agents that interact with the digital world using the same conceptual interface that humans commonly use -- via pixel-based screenshots and a generic action space corresponding to keyboard and mouse actions. Building upon recent progress in pixel-based pretraining, we show, for the first time, that it is possible for such agents to outperform human crowdworkers on the MiniWob++ benchmark of GUI-based instruction following tasks

    Safety of gadolinium‐based contrast material in sickle cell disease

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    Purpose: To assess the safety of intravenously administered gadolinium‐based contrast material in sickle cell disease (SCD) patients. Materials and Methods: All pediatric and adult SCD patients evaluated by magnetic resonance imaging (MRI) at our institution between January 1995 and July 2009 were identified. The medical records of SCD patients who underwent contrast‐enhanced MRI as well as an equal‐sized cohort of SCD patients who underwent unenhanced MRI were reviewed for adverse (vaso‐occlusive and hemolytic) events within 1 week following imaging. Results: Eight (five mild and three moderate) adverse events were documented within 1 week following contrast‐enhanced MRI (38 patients and 61 contrast injections), while six (five mild and one moderate) similar events occurred within 1 week following unenhanced MRI (61 patients and 61 unenhanced MRI examinations). This difference in the number of adverse events was not statistically significant (odds ratio = 1.4; 95% confidence interval [CI] 0.4, 5.2). No severe adverse event occurred in either patient cohort. Conclusion: Gadolinium‐based contrast materials do not appear to be associated with increased risk of vaso‐occlusive or hemolytic adverse events when administered to SCD patients. Larger, prospective studies using multiple gadolinium‐based contrast materials would be useful to confirm the results of our investigation. J. Magn. Reson. Imaging 2011;. © 2011 Wiley‐Liss, Inc.Peer Reviewedhttp://deepblue.lib.umich.edu/bitstream/2027.42/87070/1/22666_ftp.pd

    Population Genomic Analysis of Strain Variation in Leptospirillum Group II Bacteria Involved in Acid Mine Drainage Formation

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    Deeply sampled community genomic (metagenomic) datasets enable comprehensive analysis of heterogeneity in natural microbial populations. In this study, we used sequence data obtained from the dominant member of a low-diversity natural chemoautotrophic microbial community to determine how coexisting closely related individuals differ from each other in terms of gene sequence and gene content, and to uncover evidence of evolutionary processes that occur over short timescales. DNA sequence obtained from an acid mine drainage biofilm was reconstructed, taking into account the effects of strain variation, to generate a nearly complete genome tiling path for a Leptospirillum group II species closely related to L. ferriphilum (sampling depth ∼20×). The population is dominated by one sequence type, yet we detected evidence for relatively abundant variants (>99.5% sequence identity to the dominant type) at multiple loci, and a few rare variants. Blocks of other Leptospirillum group II types (∼94% sequence identity) have recombined into one or more variants. Variant blocks of both types are more numerous near the origin of replication. Heterogeneity in genetic potential within the population arises from localized variation in gene content, typically focused in integrated plasmid/phage-like regions. Some laterally transferred gene blocks encode physiologically important genes, including quorum-sensing genes of the LuxIR system. Overall, results suggest inter- and intrapopulation genetic exchange involving distinct parental genome types and implicate gain and loss of phage and plasmid genes in recent evolution of this Leptospirillum group II population. Population genetic analyses of single nucleotide polymorphisms indicate variation between closely related strains is not maintained by positive selection, suggesting that these regions do not represent adaptive differences between strains. Thus, the most likely explanation for the observed patterns of polymorphism is divergence of ancestral strains due to geographic isolation, followed by mixing and subsequent recombination
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