Mental illness is one of the most undertreated health problems worldwide. Previous work has shown that there are remarkably strong cues to mental illness in short samples of the voice. These cues are evident in severe forms of illness, but it would be most valuable to make earlier diagnoses from a richer feature set. Furthermore there is an abstraction gap between these voice cues and the diagnostic cues used by practitioners. We believe that by closing this gap, we can build more effective early diagnostic systems for mental illness. In order to develop improved monitoring, we need to translate the high-level cues used by practitioners into features that can be analyzed using signal processing and machine learning techniques. In this paper we describe the elicitation process that we used to tap the practitioners' knowledge. We borrow from both AI (expert systems) and HCI (contextual inquiry) fields in order to perform this knowledge transfer. The paper highlights an unusual and promising role for HCI - the analysis of interaction data for health diagnosis.
Richtungswechsel: Durch Änderung der Ligandenstruktur kann die Reaktivität von Vanadium(V)-Oxo-Komplexen von der Alkohol-Oxidation zu einer neuartigen nichtoxidativen C-O-Spaltung umgelenkt werden. Damit steht eine Methode für die selektive Bildung von hoch funktionalisierten Arylenonen aus Lignin-Modellverbindungen durch Vanadium-katalysierte Spaltung der β-O-4-Verknüpfung zur Verfügung (siehe Schema; N blau, O rot).
The manipulation of optical energy in structures smaller than the wavelength of light is key to the development of integrated photonic devices for computing, communications and sensing. Wide band gap semiconductor nanostructures with near-cylindrical geometry and large dielectric constants exhibit two-dimensional ultraviolet and visible photonic confinement (i.e. waveguiding). Combined with optical gain, the waveguiding behavior facilitates highly directional lasing at room temperature in controlled-growth nanowires with favorable resonant feedback. We have further explored the properties and functions of individual ultralong crystalline oxide nanoribbons that act as subwavelength optical waveguides, nonlinear frequency converter and assess their applicability as nanoscale photonic elements and scanning probes. Semiconductor nanowires offer a versatile photonic platform due to the ability to specify material size, shape, and composition. The integration of multiple unique materials with distinct optical properties promises to enable advances for several applications ranging from solid state lighting, biochemical sensing to imaging and spectroscopy.
Amines are usually produced from alcohols with a solid-acid catalyst. Billions of kilograms of amines are produced each year to go into products such as shampoos, carpets, and fabric conditioners, and pharmaceuticals. In his Perspective, [Hartwig][1] highlights the synthetic route described by [Seayad][2] et al . The method enables amine synthesis directly from isomeric mixtures of alkenes, without the need to make the alcohol first. As a result of this elimination of a key intermediate step, the method may lead to cleaner and more efficient production of amines. [1]: http://www.sciencemag.org/cgi/content/full/297/5587/1653 [2]: http://www.sciencemag.org/cgi/content/short/297/5587/1676