Chemically staining metaphase chromosomes resulting in an alternating dark and light banding pattern provide a tool by which abnormalities in chromosomes from diseased cells can be identified. The localization of these aberrations to a chromosomal region provides clues as to which gene or genes may contribute to a particular disease. With the sequencing of the human genome, it became critical to determine the positions of these cytogenetic bands within the sequence in order to take advantage of vast amount of information now anchored to the sequence, especially the locations of genes. The molecular basis of cytogenetic bands is not well understood, therefore their positions cannot be determined solely based on sequence information. We developed a dynamic programming algorithm that employs results from approximately 9500 fluorescence in situ hybridization experiments to approximate the locations of the 850 high-resolution bands in the June 2002 version of the draft human genome sequence. These band predictions support previously identified correlations between band stain intensity and certain structural characteristics of chromosomes, namely GC content, repeat structure content, CpG island density, gene density and degree of condensation.