25 research outputs found

    An open-source framework for synthetic post-dive Doppler ultrasound audio generation

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    Doppler ultrasound (DU) measurements are used to detect and evaluate venous gas emboli (VGE) formed after decompression. Automated methodologies for assessing VGE presence using signal processing have been developed on varying real-world datasets of limited size and without ground truth values preventing objective evaluation. We develop and report a method to generate synthetic post-dive data using DU signals collected in both precordium and subclavian vein with varying degrees of bubbling matching field-standard grading metrics. This method is adaptable, modifiable, and reproducible, allowing for researchers to tune the produced dataset for their desired purpose. We provide the baseline Doppler recordings and code required to generate synthetic data for researchers to reproduce our work and improve upon it. We also provide a set of pre-made synthetic post-dive DU data spanning six scenarios representing the Spencer and Kisman-Masurel (KM) grading scales as well as precordial and subclavian DU recordings. By providing a method for synthetic post-dive DU data generation, we aim to improve and accelerate the development of signal processing techniques for VGE analysis in Doppler ultrasound

    The interrelationship between net interest margin and non-interest income:Evidence from Vietnam

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    Purpose The purpose of this paper is to investigate the interrelationship between non-interest income (NII) and net interest margin (NIM) in the Vietnamese banking system between 2006 and 2015. Thereafter, the impact of NII on risk-adjusted returns is also examined. Design/methodology/approach Various analysis techniques are used to achieve the research objectives. Findings The findings show a negative two-way link between NII and NIM, thus supporting the subsidisation hypothesis. Furthermore, NII is found to have a negative impact on risk-adjusted returns. When observing this relationship in sub-samples, the findings indicate that the negative impact of NII on risk-adjusted returns still holds in the first subsample (2006-2011). The coefficient of NII becomes positive but not significant for the subsequent period (2012-2015). In addition, the Spearman rank-order correlations of returns on assets and NII for both sub-samples are negative. Together, the author concludes that there are no diversification benefits in the Vietnamese banking system. Practical implications The evidence suggests a trade-off between non-interest activities and traditional lending ones. In addition, the findings demonstrate that the Vietnamese banks may use NIIs to expand leverage and herd by coordinating NII strategy during the economic downturns. Thus, the banking system may be exposed to a greater risk. The research has implications for bank supervisors, policy-makers and bank managers. Originality/value This study is the first attempt to investigate the interrelationships between net NII and NIM in the Vietnamese banking system. </jats:sec

    Safe local onion (Hanh Tam) flyer

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    Local onion (Hanh Tam) - bean rotation is considered as a climate-smart agriculture intervention to adapt to drought condition during the summer-autumn season in Can Loc district, Ha Tinh province. This poster summaries key information on scale, economic as well as environmental benefits of this practice and can be used to introduce the practice to various stakeholders, including buyers of agricultural products
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