Abstract: Method for machine-assisted automated continuity of conversation between user and software system by identifying parts of the conversation that should be handled by a human health expert. A user utilizes a software system such as virtual assistants, chatbots, voicebots, etc., for working in a specific medical scenario such as counseling, data intake, education, Tele-Health, etc., and the method determines checkpoints when a human health expert should address the users' questions/queries. The method uses a medical scenario classifier to map the user's input. Medical scenarios are tagged if they should be handled by a health expert. A medical scenario database is built and continually updated by ingesting medical literature, ontologies, knowledgebases, etc. A health expert can restore the conversation between the user and the software system as required.

Abstract: A method of retrieving information from a health report through a machine assisted interrogation process consists of a personal assistance device, a reporting system, a knowledge-graphing system, and a query-interrogation system. A user utilizes the personal assistance device to submit a query that retrieves information from the reporting system via the query-interrogation system. The knowledge-graphing system, which is generated using artificial intelligence modules, natural language understanding modules, and machine learning modules, is utilized to provide accurate results to the user. An administrative system monitors the validity of a plurality of health reports of the reporting system.

Abstract: A method of retrieving information from a health report through a machine assisted interrogation process consists of a personal assistance device, a reporting system, a knowledge-graphing system, and a query-interrogation system. A user utilizes the personal assistance device to submit a query that retrieves information from the reporting system via the query-interrogation system. The knowledge-graphing system, which is generated using artificial intelligence modules, natural language understanding modules, and machine learning modules, is utilized to provide accurate results to the user. An administrative system monitors the validity of a plurality of health reports of the reporting system.

Abstract: The principles of the present invention provide methods and systems for processing personal biological data for real time or near real time application. An exemplary system includes a received reference genome and a received personal genome. The genomes are accessed over a network by one or more servers. Input from one or more sensors associated with an individual or remote from the individual is used in conjunction with the individual's genomic data or the results of the comparison of the individual's genetic data and the reference genome(s) to provide real-time or near real-time suggestions, recommendations, warnings and the like in view of the sensor data and genomic data. An exemplary method includes receiving the personal genome and optionally selecting a suitable reference genome.

Abstract: Genetic family-tree object recognition is disclosed. In one embodiment, a method includes processing an image to identify a genetic object in the image and a connector associated with the genetic object; and associating at least one other object to the genetic object based on the connector. The method may be in a form of a machine-readable medium embodying a set of instructions that, when executed by a machine, cause the machine to perform the method. Processing the image (e.g. in real-time on drawing of the image in an input device) may include examining the image to determine if a particular pixel is associated with a geometric shape (e.g. a rectangle to represent a male individual and a circle to represent a female individual) by examining at least one characteristic of neighboring pixels to the particular pixel. An editable database library of various genetic objects may be referenced to identify the genetic object.

Abstract: The present invention includes methods of and devices to create, maintain and take advantage of a cytogenetic database. Particular aspects of the present invention are described in the claims, specification and drawings.