Browsing by Subject "clustering"
Now showing items 1-4 of 4
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Computational Methods for Investigating Dendritic Cell Biology
(2011)The immune system is constantly faced with the daunting task of protecting the host from a large number of ever-evolving pathogens. In vertebrates, the immune response results from the interplay of two cellular systems: ... -
Dose-Guided Automatic IMRT Planning: A Feasibility Study
(2014)Purpose: To develop and evaluate an automatic IMRT planning technique for prostate cancer utilizing prior expert plan's dose distribution as guidance.Methods and Materials: In this study, the anatomical information of prostate ... -
Exploration and Application of Dimensionality Reduction and Clustering Techniques to Diabetes Patient Health Records
(2017-05-24)This research examines various data dimensionality reduction techniques and clustering methods. The goal was to apply these ideas to a test dataset and a healthcare dataset to see how they practically work and what conclusions ... -
Separating Features from Noise with Persistence and Statistics
(2010)In this thesis, we explore techniques in statistics and persistent homology, which detect features among data sets such as graphs, triangulations and point cloud. We accompany our theorems with algorithms and experiments, ...
