Abstract: A method disclosed herein comprises providing a first user interface to display on a first computing device of a first user, where the first user interface presents a plurality of disparate training topics. Each training topic of the plurality of disparate training topics is associated with one or more learning objectives. The method further comprises generating, based on a selection of training topics, an interactive experience for a second user to assess an understanding by the second user of one or more learning objectives associated with the selection of training topics, where the interactive experience includes a virtual 3D environment and one or more AI-enabled characters. The method further comprises controlling visual content associated with the interactive experience being rendered on a display of a second computing device of the second user by rendering a representation of the virtual 3D environment and the one or more AI-enabled characters.

Abstract: A method disclosed herein includes providing a user interface to a computing device, where the user interface presents a plurality of scenarios and each scenario of the plurality of scenarios is associated with dialogue with an AI virtual companion on a training topic. The method further includes receiving a selection of a scenario of the plurality of scenarios, receiving a verbal input associated with the scenario spoken by the user from the computing device, converting the verbal input to a textual representation, performing natural language processing on the textual representation to generate a natural language understanding result, determining a response to the verbal input, and controlling visual content associated with the scenario being rendered on the display of the computing device by rendering a representation of the AI virtual companion enacting the response.

Abstract: A method for training users in remote locations is disclosed. The method provides a user interface, wherein the user interface presents scenarios and roles to play in the scenarios. The method receives selections, wherein the selections comprise a selection of a scenario and a role the user selects to play during the scenario. The method transmits, based on the selection of the scenario and the role the user selects to play during the scenario, prompts in a first turn to the computing devices, wherein each of the prompts is unique to the particular role of each of the plurality of users. The method receives, from the computing devices, actions to perform in response to the prompts, and modifies, based on the actions, the scenario for a subsequent turn to cause different prompts to be transmitted to the computing devices.

Abstract: A method includes obtaining, by a processor, an image of a patient using an imaging device, presenting the image of the patient on a display, and selecting one or more medical procedures to apply to the patient. The method further includes generating a modified image of the patient by applying the one or more medical procedures and the image of the patient as input to a machine learning model trained to output the modified image of the patient. The modified image of the patient includes one or more body region representations of the patient that are modified due to application of the one or more medical procedures to the image of the patient. The method also includes presenting the modified image of the patient on the display.

Abstract: A method includes obtaining, by a processor, an image of a patient using an imaging device, presenting the image of the patient on a display, and selecting one or more medical procedures to apply to the patient. The method further includes generating a modified image of the patient by applying the one or more medical procedures and the image of the patient as input to a machine learning model trained to output the modified image of the patient. The modified image of the patient includes one or more body region representations of the patient that are modified due to application of the one or more medical procedures to the image of the patient. The method also includes presenting the modified image of the patient on the display.