Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 4 of 4 for “"Medical Report Generation"”.
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Improving medical report generation and evaluation through prompt engineering
Submission published under a 24 month embargo labeled 'U of I Access', the embargo will last until 2027-05-01
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Learning to Improve Clinical Decisions and AI Safety by Leveraging Structure
… we leverage the unique structure present in medical data along with the availability of external knowledge to guide model predictions. Additionally, we develop differentially private (DP) training techniques using gradient structure to mitigate privacy leakage. In this thesis, we develop …
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Learning to map between domains
… them to something seen before. Similarly, in the medical image field and radiological science, tens of thousands of medical images (MRI, CT, etc) of patients are taken. These medical images need to be studied and interpreted. In this dissertation, we investigate a number of data-driven approaches …
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Effective Modeling in Medical Imaging with Constrained Data
Data for modern medical imaging modeling is constrained by their high physical density, complex structure, insufficient annotation, heterogeneity across sites, long-tailed distribution of findings/conditions/diseases, and sparsely presented information. In this dissertation, to utilize the …