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Research Proposal A good proposal shows you have a clear vision of the research topic and will help frame your project and thesis. The proposal should be approximately 2 pages in length. Content of Research Proposal As a guide to structuring your research proposal, please consider using the following structure: · The aims and objectives of your research · The importance of your research question to the field · The research methodology you propose · The expected outcomes · The viability of completing the research in the given timeframe Research Topic Computational Methods for Translational Brain-Behaviour Analysis Potential topic includes About this Research Topic The goal of translational medicine is to find molecular, cellular and neural circuits underpinnings of neurological diseases to try and translate them into therapeutic approaches. On the other hand, computational approaches such as machine learning, theoretical analysis and simulation, enable machines to find complex patterns and generate knowledge. Computational methods are critical to translational neuroscience as they can automatically generate hypothesis, detect biomarkers for diagnosis, prognosis, or treatment selection, decode subject heterogeneity in complex neurological diseases, and generate interpretable models revealing biological mechanisms. The goal of this Research Topic is to focus on computational methods for translational brain-behaviour analysis. Computational models can include machine learning algorithms, mathematical models, signal and image processing, computer vision, big data analytics, and statistical analyses. Such algorithms or models can reveal the mechanism underlying normal or diseased processes such as neurodegenerative disorders, (Alzheimer’s, Parkinson’s, and ALS) mood and anxiety disorders (schizophrenia, dementia, depression, anxiety, and PTSD), neurodevelopmental disorders: (autism), chronic conditions (epilepsy and pain), disorders of vision and hearing and brain injuries (stroke, spinal cord injury, and traumatic brain injury) Particular interest in manuscripts that focus on the following topic: • Interpretable machine learning methods for brain-behaviour analysis: Potential topic also include; • Computational study to reveal disease mechanism; Keywords: Theory and modelling, Machine learning, Neuroimaging, Translational research, Clinical research