Variable confidence machine learning
AssigneeGE Precision Healthcare LLC
InventorsRahul Venkataramani, Vikram Reddy Melapudi
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Abstract
Systems/techniques that facilitate variable confidence machine learning are provided. In various embodiments, a system can access a medical image. In various aspects, the system can perform, via execution of a machine learning model, a regression task on the medical image, wherein the machine learning model can receive as input both the medical image and a user-specified confidence indicator.
Claims20
A system, comprising:
- a processor that executes computer-executable components stored in a non-transitory computer-readable memory, the computer-executable components comprising:
- an access component that accesses a medical image;
- and
- an execution component that performs, via execution of a machine learning model, a regression task on the medical image, wherein the machine learning model receives as input both the medical image and a user-specified confidence indicator.
A computer-implemented method, comprising:
- accessing, by a device operatively coupled to a processor, a medical image;
- and
- performing, by the device and via execution of a machine learning model, a regression task on the medical image, wherein the machine learning model receives as input both the medical image and a user-specified confidence indicator.
A computer program product for facilitating variable confidence machine learning, the computer program product comprising a non-transitory computer-readable memory having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:
- access a medical image;
- and
- perform, via execution of a machine learning model, a regression task on the medical image, wherein the machine learning model receives as input both the medical image and a user-specified confidence indicator.
Dependencies are inferred from the claim text.