Ontology-driven hypothesis generation to explain anomalous patient responses to treatment

Within the medical domain there are clear expectations as to how a patient should respond to treatments administered. When these responses are not observed it can be challenging for clinicians to understand the anomalous responses. The work reported here describes a tool which can detect anomalous patient responses to treatment and further suggest hypotheses to explain the anomaly. In order to develop this tool, we have undertaken a study to determine how Intensive Care Unit (ICU) clinicians identify anomalous patient responses; we then asked further clinicians to provide potential explanations for such anomalies. The high level reasoning deployed by the clinicians has been captured and generalised to form the procedural component of the ontology-driven tool. An evaluation has shown that the tool successfully reproduced the clinician’s hypotheses in the majority of cases. Finally, the paper concludes by describing planned extensions to this work.     

Effect of ambient water vapour on stability of lithium niobate electro-optic waveguide devices

A study of the effect of ambient water vapour on the stability of LiNbO3 Mach-Zehnder optical waveguide devices is reported. It is shown using both a conventional stability measurement technique and a novel voltage-stressing technique that the presence of water vapour degrades considerably the stability of these devices.     

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Low loss channel waveguides in polymers

The primary routes for creating polymeric channel waveguides are reviewed. Processes, materials, waveguide performance, and applications recently reported in the literature are covered. Emphasis is on an internal diffusion approach under development at Du Pont which has not been widely reported. The intent is to provide a perspective on the flexibility and versatility for fabricating polymer channel waveguides for practical integrated optic applications     

Magnetic properties and microstructures of mischmetal-FeB-(Al, Ti and Al-Co) permanent magnets

The magnetic characteristics of anisotropic MM-FeB- (Al, Ti and Al-Co) permanent magnets have been investigated by using hot-pressing and die-upsetting process. The best magnetic properties obtained in these studies were H _C = 5.1 kOe, B _r = 5.4 kG with (BH)_max = 5.1 MGOe for hot-pressed MM-FeB-Al-Co magnets and H _C = 3.6 kOe, B _r = 6.7 kG, (BH)_max = 6.8 MGOe for die-upset MM-FeB-Al-Co magnets. Higher squareness of demagnetization curve was obtained in anisotropic die-upset MM-FeB- (Al, Al-Co) magnets. X-ray diffraction and STEM investigations revealed that the higher magnetic properties in die-upset magnets were resulted from alignment of the c-axis along the die-upsetting direction. The magnetic anisotropy of the die-upset magnets and the densification of the hot-pressed magnets were increased by partial substitution of Al and Al-Co for Fe.     

Effects of parental separation and divorce on very young children.

Data from the National Institute of Child Health and Human Development Study of Early Child Care were analyzed to explore effects of marital separation on children in the first 3 years of life. The sample included 73 never-married mothers and 97 separated mothers; a comparison group of 170 was conditionally randomly selected from the 2-parent families. Children in 2-parent families performed better than children in 1-parent families on assessments of cognitive and social abilities, problem behavior, attachment security, and behavior with mother. However, controlling for mothers' education and family income reduced these differences, and associations with separated-intact marital status were nonsignificant (the effect size was .01). Thus, children's psychological development was not affected by parental separation per se; it was related to mothers' income, education, ethnicity, childrearing beliefs, depressive symptoms, and behavior. (PsycINFO Database Record (c) 2010 APA, all rights reserved)     

Can rheometry measure crystallization kinetics? A comparative study using block copolymers

The isothermal crystallization kinetics and the melting behavior of block copolymers of poly(ethylene oxide) and poly(1,2-butylene oxide) were studied by means of differential scanning calorimetry and rheometry to test the validity of rheological methods. The copolymers had different block lengths (hence different melt structures) and different block architectures (diblock EB and triblock EBE and BEB). For crystallization from disordered and lamellar melts, half-times for crystallization from rheometry were much shorter, and Avrami exponents were higher, than those from calorimetry. For more-highly structured melts (gyroid, hexagonal and cubic spheres), the half-times were comparable but the Avrami exponents from rheometry were still high compared to DSC. The differences between the rates of crystallization from calorimetry and rheometry are an artifact of the rheological measurements, at low crystallite volume fractions the rheology is directly proportional to the degree of crystallinity but at high crystalline volume fractions the proportionality is lost due to the changing connectivity of the crystals. The rates of crystallization ranked in order: lamellar>disordered≈gyroid>hexagonal?cubic spheres. Other things being equal, the effect of block architecture was insignificant.