1. A method of analyzing at least one multi-resolution medical image, a multi-resolution medical image being a pre-clinical histo-pathology image, the method comprising: receiving the at least one multi-resolution medical image of at least one tissue, wherein a tissue is a stained tissue that is treated with at least one drug; dividing each multi-resolution medical image into a plurality of segments, wherein each segment comprises at least one tile; processing each segment of the plurality of segments of each multi-resolution medical image utilizing at least one computation node, wherein each computation node comprises at least one Graphical Processing Unit (GPU); collating results corresponding to each segment of a multi-resolution medical image; and displaying a collated report corresponding to each multi-resolution image in response to collating the results corresponding to each segment of the multi-resolution image.