Systems and methods for processing images to classify the processed images for digital pathology

A system for analyzing an image corresponding to a specimen, the system comprising:

• at least one memory storing instructions;
• and
• at least one processor executing the instructions to perform operations comprising a process including:
• receiving a target image corresponding to a target specimen, the target specimen comprising a tissue sample of a patient;
• applying a machine learning model to the target image to determine at least one characteristic of the target specimen and/or at least one characteristic of the target image, the machine learning model having been generated by processing a plurality of training images to predict a presence of one or more treatment effects and predict at least one characteristic, the training images comprising images of human tissue and/or images that are algorithmically generated;
• upon identifying the presence of the one or more treatment effects, predicting the one or more treatment effects;
• and
• providing the at least one characteristic of the target specimen and/or the at least one characteristic of the target image for storage and/or display.

A computer-implemented method for analyzing an image corresponding to a specimen, the method comprising:

• receiving a target image corresponding to a target specimen, the target specimen comprising a tissue sample of a patient;
• applying a machine learning model to the target image to determine at least one characteristic of the target specimen and/or at least one characteristic of the target image, the machine learning model having been generated by processing a plurality of training images to predict a degree of treatment effects based on a determined presence of one or more treatment effects, and/or to predict at least one characteristic, the training images comprising images of human tissue and/or images that are algorithmically generated;
• in response to classifying the tissue sample as treated, predicting the degree of treatment effects;
• and
• providing the at least one characteristic of the target specimen and/or the at least one characteristic of the target image for storage and/or display.