Abstract: A computer-implemented method of assessing operator behavior during a medical procedure involving medical equipment, is provided. The method includes: receiving operator interaction data representing operator interactions with the medical equipment during the medical procedure; inputting the operator interaction data into a machine-learning model; and outputting a characteristic of the operator behavior based on a position of a latent space encoding of the operator interaction data generated by the machine-learning model, with respect to a distribution of latent space encodings of training data representing operator interactions with the medical equipment having known characteristics of the operator behavior.

Abstract: Some embodiments may be associated with facilitating extensibility for an enterprise portal in a cloud computing environment. A computer processor of a multi-level extensibility framework server may provide to a user a graphical view of existing services of the enterprise portal using information from the business enterprise portal data store and a sample data model. The processor may also receive from the user extension information for at least one of the technical layers and, based on the received extension information, automatically generate and provide an intelligent extension proposal to the user. The processor may also display simulated results to the user based on the intelligent extension proposal and the sample data model. The processor may then receive from the user a confirmation of the intelligent extension proposal and automatically transfer extension fields, entities, and mapping to multiple technical layers of the enterprise portal.

Abstract: A fully automated and reliable picking of a diverse range of unseen objects in clutter is a challenging problem. The present disclosure provides an optimum grasp pose selection to pick an object from a bin. Initially, the system receives an input image pertaining to a surface. Further, a plurality of sampled grasp poses are generated in a random configuration. Further, a depth difference value is computed for each of a plurality of pixels corresponding to each of the plurality of sampled grasp poses. Further, a binary map is generated for each of the plurality of sampled grasp poses and a plurality of subregions are obtained. Further, a plurality of feasible grasp poses are selected based on the plurality of subregions and a plurality of conditions. Further, the plurality of feasible grasp poses are refined and an optimum grasp pose is obtained based on a Grasp Quality Score (GQS).

Abstract: One embodiment provides a method including transmitting a pick-up request to transport a patient within a healthcare facility. The method includes receiving an acceptance indication for the pick-up request. The method includes generating a patient identification request requesting a scan of an identification tag of an individual. The method includes receiving image data and determining whether the image data includes an image of the identification tag. The method includes verifying an identity of the individual. The method includes receiving at least one environment attribute from an environment of the patient. The method includes transmitting a notification indicating successful completion. Other aspects are described and claimed.

Abstract: Systems and methods are disclosed for providing interactive handoff protocol user interfaces. In one embodiment, a computerized system may comprise a memory storing instructions, and a processor of a first electronic device. The processor may be configured to receive a pick-up request from a second electronic device, receive an acceptance indication for the pick-up request via an input device, provide a GUI prompting a scan of an identification tag on an individual, the GUI including at least one button in a non-selectable state, capture an image of the identification tag using the first electronic device, determine an identity of the individual based on the captured identification tag image, compare the determined identity to an identity in the received pick-up request, and modify the at least one button to a selectable state, wherein selection of the at least one button advances a handoff protocol for the individual.