Abstract: A method executed by a computing device includes determining a set of identigens for each query word of a query to produce sets of identigens, where a set of identigens represents different meanings of a word of the query. The method further includes obtaining a first identigen selection for a first query word from the first set of identigens. The method further includes interpreting, using identigen pairing rules and based on the first identigen selection, the sets of identigens to produce a query entigen group. The method further includes accessing a knowledge database utilizing the query entigen group to produce a response entigen group. The method further includes generating a response to the query using the response entigen group, where the response includes at least one response word.

Abstract: A method performed by a computing device includes generating a comparative query entigen group set based on a comparative query in accordance with identigen rules, where the comparative query entigen group set represents a most likely interpretation of the comparative query. The method further includes obtaining a first response entigen group from a knowledge database based on a first comparative query entigen group of the comparative query entigen group set, where the first response entigen group substantially includes the first comparative query entigen group. The method further includes obtaining a second response entigen group from the knowledge database based on a second comparative query entigen group of the comparative query entigen group set, where the second response entigen group substantially includes the second comparative query entigen group. The method further includes generating a comparative response based on the first response entigen group and the second response entigen group.

Abstract: A system for predicting and summarizing medical events from electronic health records includes a computer memory storing aggregated electronic health records from a multitude of patients of diverse age, health conditions, and demographics including medications, laboratory values, diagnoses, vital signs, and medical notes. The aggregated electronic health records are converted into a single standardized data structure format and ordered arrangement per patient, e.g., into a chronological order. A computer (or computer system) executes one or more deep learning models trained on the aggregated health records to predict one or more future clinical events and summarize pertinent past medical events related to the predicted events on an input electronic health record of a patient having the standardized data structure format and ordered into a chronological order.

Abstract: A method executed by a computing device includes determining a set of identigens for each phrase word of a phrase to produce sets of identigens. A set of identigens of the sets of identigens represents one or more different meanings of a phrase word of the phrase. The method further includes obtaining sensor information for one or more phrase words of the phrase. The method further includes selecting an identigen of a first set of identigens based on the sensor information to produce a first identigen selection for the first set of identigens having a selected meaning of one or more different meanings of the first phrase word. The method further includes interpreting remaining sets of identigens of the sets of identigens to produce an entigen group so that the entigen group represents a most likely meaning interpretation of the phrase.

Abstract: Disparate account holders may form a group or buying club within which points or rewards for credit or debit card use are allocated into a pool for the account holders. At the end of a billing cycle, transaction totals may be weighted based on the type or number of items purchased by members of the group to making point or reward allocations into the pool. Account holders may be added to the group by invitation as members of a group operate to solicit friends having similar interests and character to join the group. Merchants may market products to like-minded account holders in the group through one or a few members in a manner consistent with social networks or viral marketing approaches.

Abstract: A capsule handling system is formed of a loader component and an opener/encapsulater component. The system can handle different sized capsules, and has interchangeable parts so that a compounding pharmacist can conveniently produce a variety of distinct filled capsules, on the order of a prescribing medical professional to meet the unique needs of patients.

Abstract: A capsule handling system is formed of a loader component and an opener/encapsulater component. The system can handle different sized capsules, and has interchangeable parts so that a compounding pharmacist can conveniently produce a variety of distinct filled capsules, on the order of a prescribing medical professional to meet the unique needs of patients.