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Cervical cytology specimens prepared as monolayers were analyzed with a combination of high-resolution single-cell image analysis and lower-resolution contextual image analysis. For the latter, quantitative features of cluster architecture, object distribution and background were used to mimic the pathologists global assessment of a specimen. Contextual analysis correctly calssified 81% of the cases for diagnosis, about on a par with the companion single-cell cytometric analysis. Contextual and single cell analysis complemented each other, yielding greater accuracy when the two methods were combined. Additional applications of contextual analysis are discussed.

Gastrointestinal Graft-Versus-Host Disease (GI GVHD) may occur following bone marrow transplantation for the treatment of acute leukemia or aplastic anemia. The resulting GI damage leads to symptoms including altered intestinal mobility, malabsorption, and protein losing enteropathy. A five-phase nutritinal regimen has been developed to supply adequate nutrient support, promote intestinal healing, reduce GI symptoms, and satisfy individual dietary preferences. The patient and family are integrally involved in the dietary planning and care. Dietary compliance is promoted through the use of nutrition education materials which explain GI GVHD and provide nutritional guidelines and their rationale.