Abstract: The embodiments described and claimed herein are a restraint system for securing a wheeled mobility device and its occupant in a vehicle. In one embodiment, occupant restraints and an anchor point are provided. The occupant restraints are connected directly to the anchor point, while the anchor point is on a frame of the wheeled mobility device and is adapted for connection to the vehicle for securing the wheeled mobility device and its occupant to the vehicle. With this configuration, occupant loads during an accident will bypass the gurney and occupant head excursions can be reduced.

Abstract: A communication system for operation of respiratory pressure therapy devices for treating respiratory disorders of a plurality of patients includes one or more servers configured to communicate with the plurality of respiratory pressure therapy devices. The server(s) are configured to receive communications relating to respiratory therapy delivered to a patient via at least one respiratory pressure therapy device of the plurality of respiratory pressure therapy devices. The server(s) are configured to transmit one or more responsive communications for control of the at least one respiratory pressure device according to a selected action to improve the respiratory therapy. The selected action includes transmitting, from the server(s), a control command to the at least one respiratory pressure therapy device. The responsive communication(s) are generated in response to a compliance prediction that is a score indicating a probability that the patient will be compliant with a predetermined compliance rule.

Abstract: A first connection state may be entered on a computing device. While the computing device is in the first connection state, actions taken on a playlist on the computing device may be applied to the playlist and not applied to a playback queue associated with a zone. An input may be received via the computing device, indicating a selection of the zone. In response to receiving the input, a second connection state may be entered. Entering the second connection state may comprise establishing a connected state between the computing device and the one or more playback devices. While the connected state is established, one or more actions taken on the playlist on the computing device may be applied to the playlist and transmitted, in a message to the zone over a network. The one or more actions may be one or more corresponding actions applied to the playback queue.

Abstract: A method includes receiving an input text utterance to be synthesized into expressive speech having an intended prosody and a target voice and generating, using a first text-to-speech (TTS) model, an intermediate synthesized speech representation tor the input text utterance. The intermediate synthesized speech representation possesses the intended prosody. The method also includes providing the intermediate synthesized speech representation to a second TTS model that includes an encoder portion and a decoder portion. The encoder portion is configured to encode the intermediate synthesized speech representation into an utterance embedding that specifies the intended prosody. The decoder portion is configured to process the input text utterance and the utterance embedding to generate an output audio signal of expressive speech that has the intended prosody specified by the utterance embedding and speaker characteristics of the target voice.

Abstract: A network device is configured to (i) play back a media item indicated by a remote playback queue provided by a cloud-based computing system, (ii) receive an indication that a playback device is available for playback, (iii) display a now playing screen including (a) information identifying the media item, and (b) an icon that indicates that the network device is not in a connected state with any other network device, (iv) receive a first input selecting the icon, (v) in response to the first input, display a list of one or more available network devices including the playback device, (vi) receive a second input selecting the playback device from the list (vii) after receiving the second input, update the list to indicate that the playback device is selected for playback of the remote playback queue, and (viii) transfer playback of the remote playback queue from the network device to the playback device.

Abstract: An optical microcavity device (10), an alignment structure for an optical device, and a method for aligning an optical device are disclosed.

Abstract: A system and method for assigning a medical device to a patient is disclosed. A method includes determining, responsive to determining that a wireless connection is formed between a first wireless communication device of a medical device and a second wireless communication device inside a medical treatment area currently associated with a patient of a medical facility, that the medical device moved into the medical treatment area currently associated with the patient, automatically, responsive to detecting that the medical device moved into to the medical treatment area associated with the patient, obtaining device identity information from the medical device, and updating, based on the obtained device identity information, a patient record of the patient currently associated with the treatment area to reflect that the medical device has been assigned to the patient currently associated with the treatment area.

Abstract: Methods and Systems implement patient management. In some cases, a patient management system may include one or more respiratory pressure therapy devices to deliver respiratory pressure therapy to patients, and generate therapy data relating to a therapy session for a patient. The patient management system may include a data server communicating with the therapy device(s). The data server may compute, from therapy data, therapy summary data for the session, the summary data may include one or more statistics summarising therapy data. The patient management system may include a therapy management server communicating with the data server. The therapy management server may apply one or more rules to the summary data, update or generate one or more workflow groups of patients, each workflow group corresponding to a rule, depending on results of the respective rule applications; and/or serve a graphical layout representing one or more workflow groups.

Abstract: A surgical draping system includes an under-draping, an over-draping, and a connecting draping connected between the under-draping and the over-draping. The surgical draping system is used to establish and maintain a surgical corridor to a surgical site or sites on a patient supported by a surgical table. The surgical draping system can accommodate rotation of the patient on the surgical table, such that the sterile surgical corridor is maintained even during such rotation. The sterile surgical corridor extends through an aperture formed in the over-draping, through an enclosed passageway formed through the connecting draping, and through an aperture formed in the under-draping.

Abstract: A sensor is disclosed, comprising: a first optical reflector provided on a first support element; a second optical reflector provided on a second support element and arranged opposed to the first optical reflector along an optical axis, the opposed first and second optical reflectors being spaced from each other forming a sample space for containing a sample between the first and second optical reflectors; wherein the second optical reflector comprises a recess to provide an optical cavity with stable resonance in at least one mode and having an optical cavity length of at most 50 ?m and/or an optical mode volume of 100 ?m3 or less; at least one electromagnetic (EM) radiation source configured to illuminate the optical cavity with EM radiation; and a detector configured to detect EM radiation from the optical cavity; wherein the first support element and the second support element are bonded to each other and form a unitary structure.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for training a machine learning model to generate embeddings of inputs to the machine learning model, the machine learning model having an encoder that generates the embeddings from the inputs and a decoder that generates outputs from the generated embeddings, wherein the embedding is partitioned into a sequence of embedding partitions that each includes one or more dimensions of the embedding, the operations comprising: for a first embedding partition in the sequence of embedding partitions: performing initial training to train the encoder and a decoder replica corresponding to the first embedding partition; for each particular embedding partition that is after the first embedding partition in the sequence of embedding partitions: performing incremental training to train the encoder and a decoder replica corresponding to the particular partition.

Abstract: Tricyclic PI3k inhibitor compounds of Formula I with anti-cancer activity, anti-inflammatory activity, or immunoregulatory properties, and more specifically with PI3 kinase modulating or inhibitory activity are described. Methods are described for using the tricyclic PI3K inhibitor compounds of Formula I for in vitro, in situ, and in vivo diagnosis or treatment of mammalian cells, organisms, or associated pathological conditions. Formula I compounds include stereoisomers, geometric isomers, tautomers, and pharmaceutically acceptable salts thereof. The dashed lines indicate an optional double bond, and at least one dashed line is a double bond. The substituents are as described.

Abstract: A self-checkout (SCO) terminal in a retail store controls banks of lights to communicate context information to a customer in order to better inform them about various events. The context information may be related to a predetermined event, such as a self-checkout process or an emergency event, and is enhanced using the personal preferences of the customer using the SCO terminal.

Abstract: Examples described herein provide a wearout card and a method for using the wearout card. The wearout card generally includes a first set of connectors configured to connect the testing apparatus to a testing controller, and a second set of connectors configured to connect the testing apparatus to a device under test (DUT). The wearout card can also include a memory configured to store identifying information of the testing apparatus and a use counter indicating a number of times different DUTs have been connected to the second set of connectors.

Abstract: A network device is configured to (i) play back a media item indicated by a remote playback queue provided by a cloud-based computing system, (ii) receive an indication that a playback device is available for playback, (iii) display a now playing screen including (a) information identifying the media item, and (b) an icon that indicates that the network device is not in a connected state with any other network device, (iv) receive a first input selecting the icon, (v) in response to the first input, display a list of one or more available network devices including the playback device, (vi) receive a second input selecting the playback device from the list (vii) after receiving the second input, update the list to indicate that the playback device is selected for playback of the remote playback queue, and (viii) transfer playback of the remote playback queue from the network device to the playback device.

Abstract: A first connection state may be entered on a computing device. While the computing device is in the first connection state, actions taken on a playlist on the computing device may be applied to the playlist and not applied to a playback queue associated with a zone. An input may be received via the computing device, indicating a selection of the zone. In response to receiving the input, a second connection state may be entered. Entering the second connection state may comprise establishing a connected state between the computing device and the one or more playback devices. While the connected state is established, one or more actions taken on the playlist on the computing device may be applied to the playlist and transmitted, in a message to the zone over a network. The one or more actions may be one or more corresponding actions applied to the playback queue.

Abstract: This invention relates to a novel personal care product and method of assembling the product including an upper product end and a lower product end, a housing at the upper product end, the housing having a housing wall and one or more windows in the housing wall, a frame member including one or more tabs, the one or more tabs coupled to the one or more windows. The number of tabs can equal the number of windows. The housing may also include notches within which the tabs are disposed.

Abstract: The present invention is directed to a personal care product including a treatment sheet having a lower surface, a housing including a floor surface and a plurality of columns, and a cavity formed by a volume extending from the lower surface to the floor surface. The volume extends from an inner column wall of the housing. The plurality of columns is formed in a side wall of the housing. The cavity has a height of at least one-fifteenth of a height of the personal care product and/or a height of at least about a height of one of the columns. The columns extend upward from the floor surface of the housing or to a lower ledge of a carrier of the housing. The floor surface is flat or shaped (e.g., a dome or a cone shape). Fluid flows within the cavity, into and out of windows between the columns.

Abstract: This invention relates to a novel personal care product including an upper product end, a housing at the upper product end, the housing having a top opening and an outer wall, a treatment sheet disposed over the top opening of the housing; and one or more windows disposed in the outer wall of the housing. Fluid flows through the windows or through a plurality of apertures in the treatment sheet or both. The fluid flow removes debris from a lower surface of the treatment sheet, a cavity of said housing, or both. The fluid flows in a direction parallel to the treatment sheet into and/or out of the one or more windows. The windows can be a polygonal or round shape and can have rounded corners. The windows may oppose each other. The outer wall is along an outer surface of the upper end of the product.

Abstract: This invention relates to a novel personal care product having a treatment sheet includes a first material and a plurality of first apertures, and at least one support sheet includes a second material and a plurality of second apertures, the at least one support sheet disposed beneath the treatment sheet and desirably joined to the treatment sheet. The first apertures of the treatment sheet include cutting edges generally formed on at least a portion of an inner perimeter of the first apertures while the support sheet does not include cutting apertures. The first and second apertures are aligned such that from a top view of the product, the apertures of the support sheet are not visible, providing ease of rinsing. The support sheet assists in reducing damage to the treatment sheet (e.g., if the personal care product is dropped).