Methods and devices for grading a medical image
AssigneeShanghai United Imaging Intelligence Co., Ltd.
InventorsJie-Zhi Cheng, Zaiwen Gong, Zhiqiang He, Yiqiang Zhan, Xiang Sean Zhou
Life of this patent
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Abstract
Method and system for grading a medical image. For example, a system for grading a medical image comprising a grading network configured to provide a grading result corresponding to the medical image based on at least the medical image and/or a list of lesion candidates generated by a lesion identification network.
Claims17
A system for grading a medical image, the system comprising:
- a grading network configured to provide a grading result corresponding to the medical image based on at least the medical image and/or a list of lesion candidates generated by a lesion identification network;
- wherein the grading network is further configured to at least one of:
- provide one or more outputs to guide manual scheduling of a plurality of radiographs for manual review and diagnosis based on at least a plurality of grading results corresponding to the plurality of radiographs;
- or
- automatically schedule the plurality of radiographs for manual review and diagnosis based on at least a plurality of grading results corresponding to the plurality of radiographs.
A computer-implemented method for grading a medical image, the method comprising:
- providing a grading result corresponding to the medical image based on at least the medical image and/or a list of lesion candidates generated by a lesion identification network;
- and at least one of:
- providing one or more outputs to guide manual scheduling of a plurality of radiographs for manual review and diagnosis based on at least a plurality of grading results corresponding to the plurality of radiographs;
- or
- automatically scheduling the plurality of radiographs for manual review and diagnosis based on at least a plurality of grading results corresponding to the plurality of radiographs.
A non-transitory computer-readable medium with instructions stored thereon, that when executed by a processor, perform the processes of:
- providing a grading result corresponding to the medical image based on at least the medical image and/or a list of lesion candidates generated by a lesion identification network;
- and at least one of:
- providing one or more outputs to guide manual scheduling of a plurality of radiographs for manual review and diagnosis based on at least a plurality of grading results corresponding to the plurality of radiographs;
- or
- automatically scheduling the plurality of radiographs for manual review and diagnosis based on at least a plurality of grading results corresponding to the plurality of radiographs.
Dependencies are inferred from the claim text.