Abstract: A method and process for providing three dimensional (3-D) virtual image of a patient in metaverse for surgical or other procedures, wherein the avatar of a medical practitioner, imitating the actions of the practitioner performing the procedure, can visually identify the organs and the location of the instruments in real-time inside patient. Such an image reconstruction with spatial coordination provides a usable metaverse implementation with the medical professional's persona as avatar, usable as a training and supportive tool in medical applications. It is a very valuable, especially for the medical and surgical community. The implemented Metaverse provides all details collected and combined from the multiple imaging systems. It is usable as a diagnostic tool, a practice tool a teaching tool and real time direction and feedback tool by the medical community for procedures. The real-time image implemented as Metaverse provides critical visual capabilities during procedures.

Abstract: The present technology addresses a need in the art for a closed-loop automation system of a managed network that detects and fixes an issue in the managed network with minimal to no human intervention. The closed-loop automation system employs a domain-independent semantic machine reasoning engine as an underlying engine. After detecting the issue in the managed network, the system searches through a knowledge base to find a match for the detected issue. The knowledge base includes previously collected knowledge from subject matter experts and maintenance teams. The system then proposes a remedial action to a user of the managed network for approval. After approval by the user, the system implements the remedial action.

Abstract: The present technology addresses a need in the art for a closed-loop automation system of a managed network that detects and fixes an issue in the managed network with minimal to no human intervention. The closed-loop automation system employs a domain-independent semantic machine reasoning engine as an underlying engine. After detecting the issue in the managed network, the system searches through a knowledge base to find a match for the detected issue. The knowledge base includes previously collected knowledge from subject matter experts and maintenance teams. The system then proposes a remedial action to a user of the managed network for approval. After approval by the user, the system implements the remedial action.

Abstract: This disclosure describes techniques for diagnostic tools rendering auditable reasoning of underlying rule engines. A method includes a computing system running a software tool executing an iteration of an underlying rule engine of the software tool to compute at least one input fact; sending a command over a communication interface to a fact source and obtaining an output from the fact source over the communication interface; recording the output from the fact source in a diagnostic event construct; recording a reference to the diagnostic event construct in an inference construct; displaying information of the inference construct in a conclusion view user interface; and displaying information of the diagnostic event construct referenced by the inference construct in an expanded view user interface.

Abstract: Techniques are described for selecting content items in various manners, such as by selecting product-related content items for display to consumer users. The content items may include advertisements or other promotional materials, and the selecting may be performed as part of determining particular promotional materials to display to particular users in particular situations, such as to accompany search results. In addition, the selecting of particular content items may be based on categorization of products indicated in search results and/or based on search terms used in searches performed on retail web sites. Particular content items are then selected based on the categorization, which may be for products distinct from those indicated in the search results, and may then be displayed with or otherwise in association with the search results.

Abstract: A method and process is described for providing Non-Invasive three dimensional (3-D) image of a patient such that during surgical or other procedures, the person performing the procedure can visually identify the organs and the location of the instruments in real time inside the body. Such a non-invasive imaging and reconstruction using spatially coordinated imaging in three dimensions is a very valuable tool especially to the surgical community. The high powered computing capabilities, advances in the imaging techniques, individually or in combination when combined with noise filtering and error correction capabilities, have made accurate 3-D imaging in real time from scans a reality. These 3-D images are also used as a diagnostic tool, a practice tool and a teaching tool by the medical community. There may be other applications in these and related areas which may emerge as technology develops and they become apparent to individuals practicing the art.

Abstract: A method and process is described for providing Non-Invasive three dimensional (3-D) image of a patient such that during surgical or other procedures, the person performing the procedure can visually identify the organs and the location of the instruments in real time inside the body. Such a non-invasive imaging and reconstruction using spatially coordinated imaging in three dimensions is a very valuable tool especially to the surgical community. The high powered computing capabilities, advances in the imaging techniques, individually or in combination when combined with noise filtering and error correction capabilities, have made accurate 3-D imaging in real time from scans a reality. These 3-D images are also used as a diagnostic tool, a practice tool and a teaching tool by the medical community. There may be other applications in these and related areas which may emerge as technology develops and they become apparent to individuals practicing the art.