Healthcare object recognition, systems and methods

A non-transitory computer-readable storage medium storing computer-executable instructions which, when executed by at least one processor, cause the processor to perform operations comprising:

• receiving, by at least one processor from at least one sensor, a digital representation of a scene;
• deriving, by the at least one processor, a set of discriminator characteristics via execution of one or more discriminator algorithms on the digital representation according to data modalities within the digital representation, the set of discriminator characteristics comprises a vector of discriminator characteristic, the vector of discriminator characteristics comprises multiple vector members, and each vector member corresponds to a different modality of data;
• discriminating, by the at least one processor, objects in the scene by recognizing an object as a healthcare object type based on the set of discriminator characteristics;
• instantiating, by the at least one processor, a notification from the recognized object according to the healthcare object type;
• routing, by the at least one processor, the notification to a destination device according to routing rules associated with the notification;
• and
• causing, by the at least one processor, the destination device to enable rendering of a user interface on a display of the destination device in response to receiving the notification.