Abstract: A cushion module comprising a plenum chamber pressurisable to a therapeutic pressure, a seal-forming structure constructed and arranged to form a seal with a region of the patient's face surrounding an entrance to the patient's airways, a fascia portion at least partially forming an anterior side of the cushion module, the seal-forming structure being attached to the fascia portion, wherein the fascia portion comprises a curved shape and is curved at least partially towards a posterior direction on lateral sides of the fascia portion in use, and wherein the fascia portion is biased away from the curved shape towards a flatter shape than the curved shape to provide tautness to the seal-forming structure in use.

Abstract: The present disclosure concerns a positioning and stabilising structure for a patient interface, comprising a first textile portion comprising a front section and a rear section, the front section and rear section forming a continuous loop of material; wherein the front section comprises at least one opening and is configured to house a plenum chamber adjacent to the at least one opening; wherein when in use, the first textile portion is movable between a first resting position and a second breathing position, the front section configured to overlay a patient's frontal bone and the first textile portion configured to at least circumferentially and resiliently fit to the patient's head in the first position, and the front section configured to overlay the patient's zygomatic bone and the first textile portion configured to provide a force to hold the plenum chamber in a therapeutically effective position on the patient's head in the second position.

Abstract: As described herein, a system, method, and computer program are provided for predicting recurrence from financial data. Financial transaction data is accessed for an individual. The financial transaction data is processed to detect one or more recurring financial transactions, wherein each of the recurring financial transactions is detected based on contextual information included in the financial transaction data. The one or more recurring financial transactions are output.

Abstract: As described herein, a system, method, and computer program provide a value based wealth recommendation engine for advisor action. Financial transaction data associated with a financial management platform is accessed. The financial transaction data is processed in a probabilistic manner to generate one or more recommendations for financial management actions to be taken by a specified financial advisor for one or more clients of the specified financial advisor, wherein the one or more recommendations are personalized to the specified financial advisor. The one or more ranked recommendations are output.

Abstract: A patient interface to deliver a flow of air at a positive pressure with respect to ambient air pressure to an entrance to the patient's airways to ameliorate sleep disordered breathing includes a frame assembly and a cushion assembly configured to removably and repeatably connect to the frame assembly. The frame assembly and the cushion assembly form at least part of a plenum chamber pressurizable to a therapeutic pressure. The cushion assembly comprises a one-piece construction including a seal-forming structure configured to form a seal with a region of a patient's face surrounding the entrance to the patient's airways and a frame connection structure configured to removably and repeatably connect the cushion assembly to the frame assembly. The seal-forming structure comprises a first elastomeric material and the frame connection structure comprises a second elastomeric material, the first elastomeric material comprising a lower durometer or hardness than the second elastomeric material.

Abstract: A patient interface comprising a plenum chamber, a seal-forming structure configured to form a seal with a region of the patient's face surrounding an entrance to the patient's airways, and a vent structure configured to allow a flow of gases exhaled by the patient from an interior of the plenum chamber to ambient. The plenum chamber comprises an anterior portion comprising an inlet configured to receive a flow of air at the therapeutic pressure for breathing by the patient. The vent structure is configured to vent the flow of gases from the interior of the plenum chamber in a substantially lateral direction in use. The patient interface further comprises a deflector configured to redirect the laterally vented flow of gases. The patient interface further comprises a diffuser to diffuse the vented flow of gases.

Abstract: A patient interface comprising a seal-forming structure with one or more adhesive surfaces is provided. The seal-forming structure is configured to form a seal with a region of the patient's face surrounding an entrance to the patient's airways. The patient interface may further comprise a plenum chamber pressurisable to a therapeutic pressure of at least 6 cmH2O above ambient air pressure. A flow of breathable gas at the therapeutic pressure is provided through an air circuit. The seal-forming structure may be configured to adhere to inferiorly facing surfaces of the patient's nose, e.g. the alar rim region.

Abstract: A patient interface to deliver a flow of air at a positive pressure with respect to ambient air pressure to an entrance to the patient's airways to ameliorate sleep disordered breathing includes a frame assembly and a cushion assembly configured to removably and repeatably connect to the frame assembly. The frame assembly and the cushion assembly form at least part of a plenum chamber pressurizable to a therapeutic pressure. The cushion assembly comprises a one-piece construction including a seal-forming structure configured to form a seal with a region of a patient's face surrounding the entrance to the patient's airways and a frame connection structure configured to removably and repeatably connect the cushion assembly to the frame assembly. The seal-forming structure comprises a first elastomeric material and the frame connection structure comprises a second elastomeric material, the first elastomeric material comprising a lower durometer or hardness than the second elastomeric material.

Abstract: A forehead support for a head-mounted display system, the forehead support being configured to form part of a positioning and stabilising structure constructed and arranged to hold a head-mounted display unit of the head-mounted display system in an operable position on the user's head, the forehead support comprising: a forehead frame configured to be attached to a head-mounted display unit comprising a display in use; a resilient forehead pad attached to the forehead frame and being configured to engage the user's forehead in use; wherein at least a portion of the forehead frame is able to flex to conform to the shape of the user's forehead in use.

Abstract: As described herein, a system, method, and computer program are provided for context-based data-driven classification. Input to be processed using a classifier is identified. Data is obtained from one or more third party data sources, based on the input to be processed. The input is processed, using the classifier, to generate output that includes at least one classification for the input. Both the data from the one or more third party data sources and the output of the classifier are processed to determine a final classification for the input.

Abstract: A patient interface system for delivery of respiratory therapy to a patient comprises: a nasal portion including a nasal chamber and a nasal sealing portion adapted to form a seal with the patients including an opening; an inlet conduit connected to the nasal portion to deliver the pressurized, breathable gas to the nasal chamber; and a nasal chamber coupling component adapted to form part of a releasable fluid coupling to enable the nasal portion to be fluidly coupled to a mouth portion to communicate a portion of the pressurized, breathable gas through the nasal chamber opening to the mouth portion.

Abstract: As described herein, a system, method, and computer program are provided for a multi-dimensional credit worthiness evaluation. Financial transaction data is accessed for an individual. A plurality of dimensions of credit worthiness is computed for the individual, using the financial transaction data. At least one machine learning model is trained, using the financial transaction data and the plurality of dimensions of credit worthiness as training data, to make at least one financial-related prediction for additional individuals. The at least one machine learning model is output for use in making the at least one financial-related prediction for the one or more of the additional individuals.

Abstract: As described herein, a system, method, and computer program are provided for context-based data-driven classification. Input to be processed using a classifier is identified. Data is obtained from one or more third party data sources, based on the input to be processed. The input is processed, using the classifier, to generate output that includes at least one classification for the input. Both the data from the one or more third party data sources and the output of the classifier are processed to determine a final classification for the input.

Abstract: As described herein, a system, method, and computer program are provided for quantifying the primacy of a financial relation for financial institution account management. An account of a customer with a financial institution is identified. Transactional-related information for the account is accessed. A holistic primacy score is computed for the account, using the transactional-related information, where the holistic primacy score holistically quantifies a primacy relation of the customer with the financial institution. At least one action is caused to be performed in association with the account, based on the holistic primacy score.

Abstract: A patient interface to deliver a flow of air at a positive pressure with respect to ambient air pressure to an entrance to the patient's airways to ameliorate sleep disordered breathing includes a frame assembly and a cushion assembly configured to removably and repeatably connect to the frame assembly. The frame assembly and the cushion assembly form at least part of a plenum chamber pressurizable to a therapeutic pressure. The cushion assembly comprises a one-piece construction including a seal-forming structure configured to form a seal with a region of a patient's face surrounding the entrance to the patient's airways and a frame connection structure configured to removably and repeatably connect the cushion assembly to the frame assembly. The seal-forming structure comprises a first elastomeric material and the frame connection structure comprises a second elastomeric material, the first elastomeric material comprising a lower durometer or hardness than the second elastomeric material.