Cloud-based digital pathology

摘要

A method and systems for cloud-based digital pathology include scanning received slides that include a pathology sample to produce a sample image in a shared memory, analyzing the sample image using one or more execution nodes, each including one or more processors, according to one or more analysis types to produce intermediate results, transmitting some or all of the sample image to a client device, further analyzing the sample image responsive to a request from the client device to produce a final analysis based on the intermediate results, and transmitting the final analysis to the client device.

主权项

1. A method for electronic pathology analysis, comprising:
scanning received slides that include a pathology sample to produce a sample image in a shared memory; determining potential regions of interest within the sample image for pre-processing by noting changes of color, texture, or brightness within the image; dividing the sample image into sub-sections with a height and width based on needs of an analysis to be applied and bandwidth limitations; analyzing the potential regions of interest using one or more execution nodes, each including one or more processors, according to one or more analysis types to produce intermediate results; transmitting some or all of the sub-sections to a client device; further analyzing the sub-sections responsive to a user's request from the client device to produce a final analysis based on the intermediate results; and transmitting the final analysis to the client device.