Browsing Electronic Theses and Dissertations by Author "Fabbri, Daniel"
Now showing items 1-4 of 4
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Classification and Characterization of Sleep Apnea using Machine Learning Methods on Sleep Studies Zhang, Linda; 0000-0002-7032-3353 (2021-01-19)Department: Biomedical InformaticsObstructive Sleep Apnea (OSA) Syndrome is a sleep disorder in which breathing rapidly starts and stops during sleep. It has been independently linked to multiple adverse health outcomes including an increased risk of ...
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Williamson, Kaitlin Colleen; 0000-0002-0202-9574 (2022-06-20)Department: Biomedical InformaticsPediatric cardiac surgeries are commonly performed procedures. Postoperative infections complicate as many as 30% of procedures, increasing cost, length of stay, morbidity, and possibly mortality. If a patient’s risk of ...
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Jeffery, Alvin Dean; 0000-0003-2797-6508 (2021-11-19)Department: Biomedical InformaticsClinical prediction models are increasingly common, particularly with advances in machine learning. Assigning outcome labels on which to train these models is challenging due to the time-consuming and resource-intensive ...
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Jones, Barrett; 0000-0002-5329-1070 (2022-01-06)Department: Biomedical InformaticsLearning health systems have the capability to conduct systematic evaluation of medical interventions. Systematic evaluation of medical interventions with electronic health record data requires an accurate and complete ...