| CPC G01N 1/286 (2013.01) [G01N 35/00029 (2013.01); G06T 7/0012 (2013.01); G06T 7/10 (2017.01); G06T 2207/20084 (2013.01); G06T 2207/30024 (2013.01)] | 18 Claims |

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1. An apparatus for automated microdissection of tissue from slides to optimize tissue harvest from regions of interest, the apparatus comprising:
at least a processor; and
a memory communicatively connected to the at least a processor, wherein the memory contains instructions configuring the at least a processor to:
receive a stained input slide;
identify a region of interest on the stained input slide, wherein identifying the region of interest comprises using a registration module to:
log a sample size from the stained input slide;
document a plurality of slides sectioned for analysis;
predict a size and a location of the region of interest as a function of the sample size and the number of slides; and
register the identified region of interest across a plurality of unstained slides;
generate a segmentation map of the region of interest as a function of a segmentation algorithm; and
register a segmented region of interest, as a function of the segmentation map, onto an unstained slide, wherein registering the segmented region of interest onto the unstained slide comprises:
determining an orientation of the unstained slide corresponding to the segmented region of interest of the stained input slide;
recording the orientation of the unstained slide relative to a reference plane; and
registering the segmented region of interest to the unstained slide.
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