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Chapter
Proteomic Biomarkers for Endometriosis
Endometriosis is a benign, estrogen-dependent gynecology disorder associated with pelvic pain and infertility. It is characterized by the presence of endometrial-like tissue outside the uterine cavity, mainly ...
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Chapter
Biomarkers of Endometriosis
Endometriosis is a benign gynecological disease defined by the ectopic presence of endometrium and associated with pelvic pain and infertility. The etiology and pathogenesis remain unclear. The gold standard o...
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Chapter and Conference Paper
Semi-supervised Learning of Sparse Linear Models in Mass Spectral Imaging
We present an approach to learn predictive models and perform variable selection by incorporating structural information from Mass Spectral Imaging (MSI) data. We explore the use of a smooth quadratic penalty ...