Publications by authors named "J E Hare"

The creation of future low-power neuromorphic solutions requires specialist spiking neural network (SNN) algorithms that are optimized for neuromorphic settings. One such algorithmic challenge is the ability to recall learned patterns from their noisy variants. Solutions to this problem may be required to memorize vast numbers of patterns based on limited training data and subsequently recall the patterns in the presence of noise.

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Article Synopsis
  • AI/ML techniques like reverse vaccinology and predictive models have been successfully used to create vaccine candidates for diseases such as COVID-19, HIV, and Hepatitis, making the vaccine development process faster and more efficient.
  • The use of AI and ML in health interventions, including drug discovery and clinical development, is growing in Africa, especially in countries like South Africa, Kenya, and Nigeria.
  • To build a sustainable AI/ML ecosystem in Africa, there is a need for more initiatives focused on improving knowledge, enhancing collaboration, establishing strong regulatory and ethical guidelines, and investing in necessary infrastructure.
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Objectives: To describe myocarditis as an adverse event after coronavirus disease 2019 (COVID-19) vaccination, including a detailed description of clinical phenotypes and diagnostic test results and differences by age, sex, and degree of troponin level elevation.

Study Design: Retrospective cross-sectional study.

Setting, Participants: Cases of suspected myocarditis following the administration of a COVID-19 vaccine in Victoria during 22 February 2021 - 30 September 2022 reported to Surveillance of Adverse Events Following Vaccination In the Community (SAEFVIC), with symptom onset within 14 days of vaccination, and deemed to be confirmed myocarditis according to the Brighton Collaboration Criteria.

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