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 9 of 9 for “"digital phenotyping"”.
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Digital phenotyping through multimodal, unobtrusive sensing
… and behavioural data at scale. This digital phenotyping data enables researchers to make inferences regarding users’ physical and mental health at scale, for the first time. However, translating this data into actionable insights requires computational approaches that turn unlabelled, …
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Leveraging Digital Phenotyping to Predict Outcomes in Youth at Clinical High-Risk for Psychosis
… and online social functioning, as well as digital social functioning on illness progression and clinical symptoms, is limited by current assessment methods. Digital phenotyping (the use of mobile devices to collect data) may address these limitations and holds promise given the ubiquity of …
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Digital Phenotyping and Genomic Prediction Using Machine and Deep Learning in Animals and Plants
… highlights the potential of integrating digital technologies and multi-omic data to advance data analytics in agriculture, with applications in livestock management and quantitative genetic modeling of rice.
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Validation of Smartphone-Derived Digital Phenotypes for Cognitive Assessment in Older Adults
… disease increasingly are needed. Digital phenotyping relies on passive, continuous collection of smartphone sensor data during everyday life to measure activities, behaviors, and mood. The present study explored the feasibility, acceptability, and validity of a digital phenotyping …
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Phenotyping Behavioral Disorders in REM Sleep: Study of Digital Biomarkers of Neurodegeneration
… sleep stages, were investigated as potential digital biomarkers of neurodegeneration. Apart from traditional HRV analysis, this thesis also considered the influence of respiration on spectral HRV analysis. A major outcome of HRV studies carried out in this thesis is that patients with …
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Machine learning enhancements for wearable device investigation of acute anxiety and cardiovascular diseases
… three areas under the broad umbrella of AI for digital healthcare: 1) Feature transformation for ECG signals so that we can get information about the cardiovascular risk in an automated settings, 2) Understanding the lab data collection for the mental health research settings i.e., anxiety and …
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Genetic Heterogeneity of Residual Variance for Production and Functional Traits in American Angus Cattle
… be considered, especially with advances in digital phenotyping. Precision livestock farming technologies that allow for extensive data collection on various production traits should be integrated into the development of new uniformity indicators. This dissertation provides valuable insights …
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Development of a Mobile Health-tracking System for Longitudinal Clinical Assessment of People with Impairments in Brain Functioning
Individuals with developmental or acquired impairments in brain functioning may present complex needs that affect their quality of life and wellbeing. Clinical assessment in such circumstances would be enhanced if there was a convenient and non-invasive method to collect, integrate, and analyse …