Abstract: The present disclosure provides a device for adjusting microscope in three-axis direction, comprising: a first gear set, which is matched with a first rotating part of a rotation unit of a microscope, and is configured to move a microscope stage along an x-axis direction; a second gear set, which is matched with a second rotating part of the rotation unit of the microscope, and is configured to move a slide holder along a y-axis direction relative to the microscope stage; a collet, which is mounted on a focus knob, and is able to drive the focus knob rotate and move the microscope stage along a z-axis direction; and a processor, electronically connected with the first gear set, the second gear set, and the collet, and is configured to control operation of the first gear set, the second gear set and the collet optionally.

Abstract: Histological images are preprocessed and classified among pathology states using a neural network. In preprocessing, the digital image is electronically partitioned into a grid of identically sized, overlapping subimages, and images are selected for analysis based on a parameter such as density.

Abstract: Histological images are preprocessed and classified among pathology states using a neural network. In preprocessing, the digital image is electronically partitioned into a grid of identically sized, overlapping subimages, and images are selected for analysis based on a parameter such as density.