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.
Results
Showing 1 to 3 of 3 for “"Machine learning in healthcare"”.
-
Managing the Scarcity of Monitoring Data through Machine Learning in Healthcare Domain
In the field of Ubiquitous Computing, a significant problem of building accurate machine learning models is the effort and time consuming process to gather labeled data for the learning algorithm. Moreover, efficient data use demands are constantly growing. These demands for efficient data use are …
-
Methodologies for Systematic Evaluation and Targeted Mitigation of Deficiencies in Critical Machine Learning Models
Despite the growing use of machine learning in healthcare, critical challenges remain unaddressed, models often fail to respond appropriately to life-threatening conditions, exhibit poor generalizability in real-world clinical settings, and show unequal performance across patient subgroups. These …
-
Generative digital twins for longitudinal simulation and augmentation of multi-modal patient data
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-10-19 without embargo terms