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the implementation and testing of algorithms. * Strong programming skills in R or Python. * Familiarity with data science and visualization libraries in R or Python. * Experience with GitHub, conda environment and
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the implementation of models in e.g. Excel, Stata, Matlab, R, Python, or SAS. To be considered for the position, students should have achieved top grades (10 or 12, or international equivalent) in most relevant
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to discover pathway‑level disease mechanisms. Build reproducible pipelines in R/Python Integrate proteomic signatures with neuroimaging, cognitive and neuropathology phenotypes. Write manuscripts, contribute
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formula. Preferred Qualifications Familiarity with Python, R and MATLAB. Experience with machine learning/deep learning. Master’s degree in a related field. PhD or near to completion of a PhD (or equivalent
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methods (e.g., SGTCCA-NET) for the project’s needs. Develop and implement novel statistical approaches for multi-omics network analysis. Update and improve existing R code to incorporate methodological
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required. Substantial experience in machine learning, Python and R programming, and familiarity with deep learning packages (e.g., TensorFlow, Keras, or PyTorch) are essential. Additional Qualifications
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(or similar) on concrete (or similar quasi-brittle materials). Experience with materials- and large(r)-scale component testing. Experience in laboratory testing and the use of conventional sensing equipment
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information, please visit our website: www.markwulab.net . Representative publications: 1. Lee, S.-S., Liu, Q., Cheng, A.H.R., Kim, D.W., Boudreau, D.M., Mehta, A., Keleş, M.F., Fejfer, R., Palmer, I., Park
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knowledge of programming in R and/or Python. You will be self-motivated with proven organisational and time management skills and have the ability to work within multi-disciplinary teams and independently
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proficient in R, Stata, or Python for statistical analysis and have demonstrable experience in handling and analysing large-scale datasets, including EHR and biomarker data (e.g. UK Biobank, China Kadoorie