190 research outputs found

    Long-term cerebral thromboembolic complications of transapical endocardial resynchronization therapy

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    Purpose: Cardiac resynchronization therapy (CRT) is an established therapeutic option in selected heart failure patients (pts). However, the transvenous left ventricular (LV) lead implantation remains ineffectual in a considerable number of pts. Transapical LV (TALV) lead implantation is an alternative minimally invasive, surgical, endocardial implantation technique. The aim of the present prospective study is to determine the long-term outcome, including the cerebral thromboembolic complications, of pts

    Leveraging Options: ASR as a Water Supply Management Tool

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    2008 S.C. Water Resources Conference - Addressing Water Challenges Facing the State and Regio

    Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression

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    Increasingly high-stakes decisions are made using neural networks in order to makepredictions. Specifically, meteorologists and hedge funds apply these techniquesto time series data. When it comes to prediction, there are certain limitations formachine learning models (such as lack of expressiveness, vulnerability of domainshifts and overconfidence) which can be solved using uncertainty estimation. Thereis a set of expectations regarding how uncertainty should “behave". For instance, awider prediction horizon should lead to more uncertainty or the model’s confidenceshould be proportional to its accuracy. In this paper, different uncertainty estimationmethods are compared to forecast meteorological time series data and evaluate theseexpectations. The results show how each uncertainty estimation method performson the forecasting task, which partially evaluates the robustness of predicteduncertainty

    The Coherent State Representation of Quantum Fluctuations in the Early Universe

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    Using the squeezed state formalism the coherent state representation of quantum fluctuations in an expanding universe is derived. It is shown that this provides a useful alternative to the Wigner function as a phase space representation of quantum fluctuations. The quantum to classical transition of fluctuations is naturally implemented by decohering the density matrix in this representation. The entropy of the decohered vacua is derived. It is shown that the decoherence process breaks the physical equivalence between vacua that differ by a coordinate dependent phase generated by a surface term in the Lagrangian. In particular, scale invariant power spectra are only obtained for a special choice of surface term.Comment: 25 pages in revtex 3. This version is completely revised with corrections and significant new calculation

    Leveraging Options: ASR as a Water Supply Management Tool

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    2008 S.C. Water Resources Conference - Addressing Water Challenges Facing the State and Regio

    Saltwater in Coastal Carolina Aquifers

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    2010 S.C. Water Resources Conference - Science and Policy Challenges for a Sustainable Futur

    Strategies for Managing Water Resources in Saltwater Intrusion Environments

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    2008 S.C. Water Resources Conference - Addressing Water Challenges Facing the State and Regio

    Strategies for Managing Water Resources in Saltwater Intrusion Environments

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    2008 S.C. Water Resources Conference - Addressing Water Challenges Facing the State and Regio
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