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Field
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vascularized patient-derived organoid platform enabling intravascular dosing, real-time imaging, and downstream tissue retrieval for flow cytometry and single-cell/spatial profiling. The Lab works at
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Goonewardena - whose work has appeared in leading journals including NEJM AI, JAMA, and Circulation - the program fuses artificial intelligence, advanced cardiac imaging, multiomics (proteomics, metabolomics
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trial collaborations and related research, contributing to the University's strategic priorities and enhancing its reputation for excellence in kidney health research. About you PhD or equivalent
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the assembly, management, and analysis of complex datasets, including the application of machine learning techniques to develop a range of models such as predictive and image-recognition models. A key aspect of
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collaboratively with researchers and engineers to develop prototype solutions and human-in-the-loop evaluation frameworks. Conduct user studies and analyse results (e.g. eye-tracking, physiological sensing
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insurance, supported by INESC TEC. 2. OBJECTIVES: • Research novel deep learning models for anatomically structured EGGIM estimation.; • Develop methods for image-level and examination-level reliability
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milestones. Lead prototype development and performance optimization of the SERS biosensor system. Communicate research outcomes through technical reports, conference presentations, and scientific publications
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Support pioneering neuroscience, advance discovery and help shape the future of Parkinson's research. . Annual base salary: $112,550 (Level A, step 6 - PhD Awarded Rate), plus 17% superannuation
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in reputable journals and proven experience in identifying nervous system pathomechanisms and developing prototype drug candidates. Project outcomes will be protected as intellectual property and will
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interdisciplinary (https://juanguanlab.wixsite.com/biophysics/ ). The team combines cell biology, quantitative imaging, and biomaterials to probe the underlying mechanisms in biophysical systems and explore new bio