Visually indicating contributions of clinical risk factors

A system comprising one or more processors and memory operably coupled with the one or more processors, wherein the memory stores instructions that, in response to execution of the instructions by one or more processors, cause the one or more processors to:

• receive a plurality of clinical risk factors associated with a patient;
• apply the plurality of clinical risk factors as input across a trained model to generate output associated with the patient;
• determine, based on the trained model, a first contribution of a first clinical risk factor of the plurality of clinical risk factors to the output;
• determine, based on the trained model, a second contribution of a second clinical risk factor of the plurality of clinical risk factors to the output;
• and
• provide, on a display, a graphical user interface that includes at least a first visual indication of the first contribution and a second visual indication of the second contribution.

At least one non-transitory computer-readable medium comprising instructions that, in response to execution of the instructions by one or more processors, cause the one or more processors to perform the following operations:

• receiving a plurality of clinical risk factors associated with a patient;
• applying the plurality of clinical risk factors as input across a trained model to generate a output associated with the patient;
• determining, based on the trained model, a first contribution of a first clinical risk factor of the plurality of clinical risk factors to the output;
• determining, based on the trained model, a second contribution of a second clinical risk factor of the plurality of clinical risk factors to the output;
• and
• providing, on a display, a graphical user interface that includes at least a first visual indication of the first contribution and a second visual indication of the second contribution.