Abstract: A device may receive user preference data and company preference data associated with one or more bookable items. The device may obtain external preference data associated with the one or more bookable items. The external preference data may be different from the user preference data and the company preference data. The device may generate a list of schedules based on the user preference data, the company preference data, and the external preference data. The device may generate one or more category scores for a plurality of schedules included in the list of schedules based on the company preference data. The device may rank the list of schedules based on the one or more category scores. The device may select a schedule, from the ranked list of schedules, based on the one or more category scores. The device may perform an action based on selecting the schedule.

Abstract: Systems and methods for identifying an adverse effect of a pharmaceutical substance are provided. A system may tokenize an electronic medical record for a plurality of tokens. The system may further generate a distance score between a first vector of a word embedding model and a second vector of the word embedding model. The first vector may correspond to a substance token and the second vector may correspond to a condition token. The system may further detect an absence of a preventative association between the substance token and the condition token in a prevention repository. The system may further generate a causal link indication indicative of a causal link between the substance token and the condition token in response to the distance score being greater than a threshold value and detection of the absence of the preventative association between the substance token and the condition token.

Abstract: Systems and methods for identifying an adverse effect of a pharmaceutical substance are provided. A system may tokenize an electronic medical record for a plurality of tokens. The system may further generate a distance score between a first vector of a word embedding model and a second vector of the word embedding model. The first vector may correspond to a substance token and the second vector may correspond to a condition token. The system may further detect an absence of a preventative association between the substance token and the condition token in a prevention repository. The system may further generate a causal link indication indicative of a causal link between the substance token and the condition token in response to the distance score being greater than a threshold value and detection of the absence of the preventative association between the substance token and the condition token.

Abstract: A device may receive user preference data and company preference data associated with one or more bookable items. The device may obtain external preference data associated with the one or more bookable items. The external preference data may be different from the user preference data and the company preference data. The device may generate a list of schedules based on the user preference data, the company preference data, and the external preference data. The device may generate one or more category scores for a plurality of schedules included in the list of schedules based on the company preference data. The device may rank the list of schedules based on the one or more category scores. The device may select a schedule, from the ranked list of schedules, based on the one or more category scores. The device may perform an action based on selecting the schedule.

Abstract: An inflatable device (1) for use within the vasculature of a body and having an expandable annular body (Ia) which is expandable by inflation of a series of inflation lumen (2) defined therein, the device having inflated (b) and non-inflated (a) states and inner (3) and outer (4) annular walls, the device being adapted so that inflationary pressure within the lumen moves the device from the non-inflated state toward the inflated state by radially outward expansion of both the outer and inner walls so that the annular body expands to form an annular structure with a central lumen defined by the inner wall (3). Non-compliant or semi-compliant balloons (36) are provided in the inflation lumen (2). The device may be employed as an embolic filter or an introducer catheter.