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the predictions of opaque models that are widely deployed in high-stakes decision making scenarios. Of particular interest to this project are example-based explanation methods that use individual data points
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capacity to funding mechanisms and equity considerations. With Ireland's healthcare system as the primary context, the successful candidate will employ mixed research methods to investigate current
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vitro methods on human biological samples to understand early immune and stromal cell dysregulation that are involved in disease onset, progression, and response to treatment in individuals with
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of Neuroscience (TCIN), in the heart of Dublin. [S]he will receive top-tier training at the School of Psychology and TCIN, in cutting-edge translational neuroscience tools/methods (3T, 7T MRI) and research, and
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. These methods will be implemented in efficient, scalable software packages, ensuring their applicability to real-world social and computational challenges. Application Procedure Applicants should email Dr
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nanomaterials. This will be achieved by developing and codifying DES-based routes to key classes of environmentally relevant nanomaterials, including (photo)electrocatalytic metal oxides; phosphate-based