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Predictive Maintenance of Wind Turbines: Remaining Useful Life Estimation Using a BPSO-Optimized Attention-Based CNN-BiLSTM Approach
Published 2026“…The study proposes a hybrid model that combines the strengths of Convolutional Neural Networks (CNN) in extracting spatial correlations and Bidirectional Long Short-Term Memory (Bi-LSTM) networks in capturing temporal dependencies. …”
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A randomised controlled trial studying the effects of the copper intrauterine device and the injectable progestogen contraceptive on depression and sexual functioning of women in t...
Published 2016“…This randomised, single-blind controlled trial conducted in East London, South Africa, Investigated the effects of the initiation of a long-acting injectable contraceptive, Depot Medroxyprogesterone Acetate (DMP A), compared with the initiation of a copper Intrauterine Contraceptive Device (Cu-IUD) after childbirth on depression and sexual functioning. …”
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The effects of magnesium administration on cardiac ventricular function, heart rate variability, and myocardial morphological changes in a chronic diabetes disease model in rats
Published 2019“…Conclusion: This study showed that Mg2+ treatment prevented cardiac autonomic dysfunction and improved hemodynamic function impairment in chronic DM. Based on the expression of synaptophysin, the mechanism through which Mg2+ improved cardiac autonomic function could involve the prevention of synaptic degradation in diabetes. …”
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Energy-efficient adaptive data rate optimisation scheme for LoRaWAN
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In vitro effects of arachidonic acid and docosahexaenoic acid on osteoclastogenesis and bone resorption in human CD14+ monocytes
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A retrospective review with prospective follow up of renal function, blood pressure and proteinuria post living donor nephrectomy at Groote Schuur Hospital, Cape Town South Africa
Published 2020“…There are no outcome data in Africa on long term donor renal function or mortality. Therefore, this study aimed to assess long term health complications in the living donor population and evaluate risk factors associated with poor health outcomes of the donors. …”
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Factors associated with improvement in the gross motor function outcomes of children with acquired brain injury in a paediatric intermediate care facility in the Western Cape, Sout...
Published 2019“…The Gross Motor Function Measure 88 (GMFM88) was used to assess changes in the child’s gross motor function. …”
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The effects of a six-week, pre-operative, physiotherapy-led exercise and education intervention on post-operative recovery, in terms of pain and function, in patients with osteoart...
Published 2019“…Classes were two hours long and consisted of education, exercise and relaxation training. …”
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Large deviations of reflected diffusions
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