Pathological slice detection method and device, computer equipment and storage medium

Abstract

The invention provides a pathological slice detection method and device, computer equipment and storage media, which belong to the technical field of medical devices, including obtaining image encoding of pathological slices; calling a preset pulse neural network model and a preset residual neural network model and GoogLeNet The model analyzes and marks the image code; reconstructs and displays the marked image corresponding to the final diagnosis result, and makes a diagnosis report. Technical effect: Using the preset pulse neural network model and the preset residual neural network model can analyze and diagnose the acquired pathological slice image coding, and accurately and quickly mark the lesion area. When the diagnostic results of the two are inconsistent, use the preset GoogLeNet The model makes the final diagnosis result and marks the lesion area more accurately. Compared with manual operation, it greatly shortens the detection and diagnosis time and reduces the labor intensity of doctors. At the same time, it also avoids manual misjudgment and improves the quality of diagnosis and the accuracy of diagnosis results. sex.

Description

technical field [0001] The invention belongs to the technical field of medical devices, and more specifically relates to a pathological section detection method and device, computer equipment and a storage medium. Background technique [0002] Pathological diagnosis is to perform histological examination under a microscope to diagnose the disease after fixing and staining the pathological specimens removed during surgical resection or autopsy. Pathologists need to observe pathological slides under a microscope, and write pathological diagnosis reports on the computer based on the observation results. Since the types of pathological diagnosis include not only global tissue structure information but also local differential changes, the mode is relatively complex and highly professional, and it needs to be completed by senior pathologists. [0003] However, the above-mentioned manual operation brings a lot of repetitive labor to the pathologist, and when the workload is large,...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide a pathological slice detection method and device, computer equipment and storage media, aiming to solve the technical problem of how to reduce labor intensity and ensure the quality of diagnosis in pathological diagnosis

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