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 “"PREDICT Breast"”.
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The Development of the Prognostic Breast Cancer Model PREDICT
Background: PREDICT Breast is an online prognostication and treatment benefit tool to aid clinical decision making for patients with early invasive breast cancer. Since its development in 2010, the model has shown a variety of prognostic outcomes among numerous studies. Due to improvements in …
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Improving breast cancer risk assessment with image-based deep learning models
Discriminative models for breast cancer risk prediction are needed in order to provide personalized patient care. Existing breast cancer risk models incorporate information about breast tissue using imaging biomarkers such as density scores. However, these imaging biomarkers are limited in that …
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Roles of the ING1 Epigenetic Regulator in Breast Cancer
… as a therapeutic agent and prognostic marker for breast cancer. We began by asking whether dysregulating epigenetic pathways with different chemical inhibitors could show synergistic effects with ING1 on killing cancer cells. We tested whether ING1 could synergize better with chemotherapeutics …
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Novel Network-Based Models for High-dimensional Data
… crucial insights into the relation ships among predictors, which can significantly improve biomarker discovery and clinical outcome prediction. However, most existing statistical methods fail to incorporate such network infor mation. To address this limitation, we developed a high-dimensional …