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 “"radiogenomic"”.
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Machine learning-driven integration of multimodal data for deciphering breast cancer heterogeneity
… genomics, multi-genomics, to proteomics and radiogenomics. We have four major objectives: 1)human epidermal growth factor receptor2 positive/estrogen receptor-positive (HER2+/ER+) BC stratification and prognostic gene signature identification using single genomic data; 2) BC subtyping using …
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Integration of multi-omic data and neuroimaging characteristics in studying brain related diseases
… production in the field of imaging genetics and radiogenomics. Studies in these fields have taken different designs and directions from genomewide associations to studying the complex interplay between genetics and structural connectivity of a wide range of brain-related diseases. Nevertheless, …
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Computational imaging and multiomic biomarkers for precision medicine: characterizing heterogeneity in lung cancer.
… response to immunotherapy, in contrast to prior radiogenomic approaches leveraging a radiomics signature to identify patient categories based on a genomic biomarker-based classification. In the exploratory fourth study, we evaluated the performance of radiomics analyses of part-solid lung nodules …
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Integration of Biomedical Imaging and Translational Approaches For Management of Head and Neck Cancer
<p>The aim of the clinical component of this work was to determine whether the currently available clinical imaging tools can be integrated with radiotherapy (RT) platforms for monitoring and adaptation of radiation dose, prediction of tumor response and disease outcomes, and characterization of …