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play a leading role in the analysis of large and complex genetic and electronic health records datasets with a range of Statistical and Machine Learning approaches, whilst leading a broad range of
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and Time Frequency) iv. Machine learning v. Analysis of sleep elements (like spindles or Sos) Knowledge of in the contemporary literature relating to at least two of the above areas. Proven ability
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experience within 2 of the following research fields: Programming in Python or Matlab EEG analysis (ERPs and Time Frequency) Machine learning Sleep scoring or analysis of sleep elements (like spindles or Sos
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advanced computer modelling (in silico), through robot driven testing of implanted knees (in vitro), to 3-dimensional X-ray imaging of moving patients (in vivo) with Machine Learning driven analysis
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experience within 2 of the following research fields: Programming in Python or Matlab EEG analysis (ERPs and Time Frequency) Machine learning Sleep scoring or analysis of sleep elements (like spindles or Sos
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the Welsh Government, to ensure that the successful applicant is able to have extended overseas visits to learn from our international collaborators. The successful candidate will play a key role in
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applying advanced image processing techniques, such as compressed sensing and regularisation methods --- OR --- Designing, implementing, and testing advanced deep learning (/ machine learning / artificial