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Field
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of information theory, mathematical modeling and machine learning and their application to medical science problems (5) Deep Learning in Biomedical Sciences (6) Theory and methods on prediction, control and
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engineering tools, including process modeling, process control, machine learning, and artificial intelligence, to support ongoing proposal efforts in advanced pharmaceutical manufacturing. The successful
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vaccine-preventable infections. Our NIH-funded research on schistosomiasis leverages diverse epidemiologic modeling approaches to evaluate precision surveillance and control strategies, with an emphasis
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predict disease progression? How can we better measure and mitigate the impact of biased training data for downstream clinical uses? Can we improve the factuality and reasoning of foundation models by
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. The candidates will also have access to several live testbeds deployed in critical facilities and communities for studies related to early flood warning systems, air quality prediction, and security in soft target
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-based sensor data to enhance the prediction of peatland soil properties and functions. You will focus on leveraging machine learning/deep learning techniques along with explainable artificial intelligence
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-based sensor data to enhance the prediction of peatland soil properties and functions. You will focus on leveraging machine learning/deep learning techniques along with explainable artificial intelligence
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with the primary aim of improving health services for Veterans, particularly in the areas of blood pressure control, acute and chronic kidney disease, antibiotic stewardship, and rural Veteran access
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interdisciplinary, relying on tools from molecular biology, biochemistry, structural biology, AI-based structure prediction, transgenic models, immunology, and neuroscience, but also including industrial
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focused on deep-phenotyping of individuals with autism and controls including brain imaging (MRI, fMRI, DTI and EEG) and a battery of cognitive tests. Our group is currently developing new methods