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While tremendous progress has been made against HIV, both in preventing the infection and in treating AIDS, the disease it causes, AIDS-related malignancies like Kaposi sarcoma (KS) remain a significant health burden, in both the U.S. and especially the developing world. In many cases, multiple KS lesions develop simultaneously, and may progress and regress independently. Photographs are an essential part of the evaluation for KS, as reflected in their formal usage described in the KS Tumor Assessment Manual of Procedures. However, acquiring a clear, informative photo is not trivial, since anatomy is 3D and conventional imaging is 2D. The importance of accurate, quantitative 3D information is especially pronounced for the treatment of KS because when a tumor responds positively to treatment, the initial change is usually a flattening of the lesion, without any significant change in the p
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