Abstract: Certain aspects provide techniques and apparatuses for efficient operation of a machine learning model based on partitioning the machine learning model. An example method generally includes receiving a graph for a machine learning model. The graph for the machine learning model generally includes a plurality of subgraphs representing different portions of the machine learning model. The machine learning model is instantiated across a plurality of process domains associated with a same application based on the plurality of subgraphs in the graph for the machine learning model. An inference is generated based on executing the machine learning model across the plurality of process domains, and one or more actions are taken based on the generated inference.

Abstract: A patient interface for delivery of a supply of pressurised air or breathable gas to an entrance of a patient's airways comprising: a cushion member that includes a retaining structure and a seal-forming structure permanently connected to the retaining structure; a frame member attachable to the retaining structure; and a positioning and stabilising structure attachable to the frame member.

Abstract: Systems and methods are provided for a transponder with several capabilities that are not present in conventional transponders. For example, an exemplary transponder in accordance with an embodiment of the present disclosure can be configured for two-way trans ponding, waveform generation, receiving, and antenna S11 measurement. In an embodiment, a transponder in accordance with an embodiment of the present disclosure can support multiple operating modes simultaneously. For example, a transponder in accordance with an embodiment of the present disclosure can interleave transponding, direct digital receiver, and waveform generation modes according to an order of precedence.

Abstract: The present disclosure provides a device and method for inserting an IOL into an eye of a patient. The IOL injector can be configured to preload an IOL into the lens cartridge of the injector without manual manipulation of the IOL by the nurse and/or physician during the procedure. The injector can be configured to properly orient and align the IOL within the injector and maintain proper alignment throughout delivery of the IOL to the eye of a patient and thereby ensuring that the IOL is properly positioned and oriented at a predetermined location in the eye.

Abstract: The present disclosure relates to binding molecules (e.g. antibodies) for the treatment of cancer, and related antibody-drug conjugates.

Abstract: The specification relates to conjugates comprising a linker of Formula (ICA): and pharmaceutically acceptable salts thereof. The specification also relates the use of the conjugates for the treatment of diseases such as cancer, and intermediates useful for the synthesis of the conjugates.

Abstract: The disclosed system identifies an unused medication and a current location of the unused medication, and determines that a new medication order can be prepared using the unused medication. Responsive to determining that the new medication order can be prepared using the unused medication, the system provides a preparation instruction to prepare the new medication order using the unused medication, determines a current geolocation of a global positioning system (GPS) receiver of a mobile device associated with a delivery person, the mobile device being remote from the one or more computing devices, determines based on the current geolocation of the GPS receiver of the mobile device and the unused medication, that the unused medication should be retrieved by the delivery person before or instead of a second medication, and provides, to the mobile device, an indication to retrieve the unused medication.

Abstract: Methods, systems and apparatus for dynamically decoupling and performing a target unitary operation to a qubit. In one aspect, a method includes generating a control signal that implements a dynamical decoupling control sequence and applying the control signal to the qubit to dynamically decouple the qubit and perform the target unitary operation on the qubit. The target unitary operation includes a product of multiple sub-unitary operations. The dynamical decoupling control sequence includes a plurality of single qubit gates, where one or more of the single qubit gates comprise a single qubit gate that implements one or more of sub-unitary operations of the multiple sub-unitary operations.

Abstract: Methods, systems, and computer storage media for providing cloud access management using an access orchestration engine in a cloud access management system. Cloud access management provides access to a remote client of a consumer-identity-supported tenant environment of an organization. In operation, a consumer identity of a user is accessed. The consumer identity is approved for access to the consumer-identity-supported tenant environment. Based on accessing the consumer identity, access orchestration operations are executed for the remote client using remote client access resources, organization resources, and consumer identity resources.

Abstract: A patient interface for delivery of a supply of pressurised air or breathable gas to an entrance of a patient's airways comprising: a cushion member that includes a retaining structure and a seal-forming structure permanently connected to the retaining structure; a frame member attachable to the retaining structure; and a positioning and stabilising structure attachable to the frame member.

Abstract: The specification relates to conjugates comprising a linker of Formula (ICA): and pharmaceutically acceptable salts thereof. The specification also relates the use of the conjugates for the treatment of diseases such as cancer, and intermediates useful for the synthesis of the conjugates.

Abstract: The specification relates to conjugates comprising a linker of Formula (IA): and pharmaceutically acceptable salts thereof. The specification also relates the use of the conjugates for the treatment of diseases such as cancer, and intermediates useful for the synthesis of the conjugates.

Abstract: A patient interface for delivery of a supply of pressurised air or breathable gas to an entrance of a patient's airways comprising: a cushion member that includes a retaining structure and a seal-forming structure permanently connected to the retaining structure; a frame member attachable to the retaining structure; and a positioning and stabilising structure attachable to the frame member.

Abstract: A method is disclosed for improving the solubility of a poorly soluble drug compound such as by mixing the poorly water-soluble drug compound (such as alprostadil, sildenafil, tadalafil, vardenafil, avanafil, or a pharmaceutically acceptable salt of any thereof) with a non-nutritive sugar such as rubusoside, rebaudioside A, dulcoside B, dodecyl-?-D-maltoside (DDM), or stevioside, or any combination thereof in the presence of a pharmaceutically acceptable solvent such as ethanol and then removing the solvent to creating a water-soluble drug-sugar complex.

Abstract: A platform for monitoring range of motion in a joint includes initiating a range of motion monitoring application and connecting the application to a video communication platform. Video data, comprising the joint of the patient, is received from the communication platform. The platform may be used to determine that the patient is in position for calculating a range of motion of the joint, and capture an image of the joint from the received video data. The platform receives, from a user, a selection of a first set of points used in measuring range of motion, and calculates a first angle measurement associated with the range of motion of the joint based on the selected set of points. The captured image is displayed together with an overlay comprising the first set of points and the first calculated angle, and the captured image and the overlay are stored to a storage device.

Abstract: Various embodiments disclosed relate to a method of quality control for a biological sample. The method can include receiving genetic data sequenced from the biological sample, determining whether an endogenous control is apparent in the genetic data, and in the event that the endogenous control is apparent in the genetic data, determining whether the biological sample is contaminated. The genetic data can be analyzed for sequences from both pathogen genetic material and mitochondrial genetic material. The endogenous control can be determined based on whether at least a threshold amount of the genetic data includes sequences for the mitochondrial genetic material.

Abstract: The disclosed system identifies an unused medication and a current location of the unused medication, and determines that a new medication order can be prepared using the unused medication. Responsive to determining that the new medication order can be prepared using the unused medication, the system provides a preparation instruction to prepare the new medication order using the unused medication, determines a current geolocation of a global positioning system (GPS) receiver of a mobile device associated with a delivery person, the mobile device being remote from the one or more computing devices, determines based on the current geolocation of the GPS receiver of the mobile device and the unused medication, that the unused medication should be retrieved by the delivery person before or instead of a second medication, and provides, to the mobile device, an indication to retrieve the unused medication.

Abstract: A patient interface for delivery of a supply of pressurised air or breathable gas to an entrance of a patient's airways comprising: a cushion member that includes a retaining structure and a seal-forming structure permanently connected to the retaining structure; a frame member attachable to the retaining structure; and a positioning and stabilising structure attachable to the frame member.

Abstract: A patient interface for delivery of a supply of pressurised air or breathable gas to an entrance of a patient's airways comprising: a cushion member that includes a retaining structure and a seal-forming structure permanently connected to the retaining structure; a frame member attachable to the retaining structure; and a positioning and stabilising structure attachable to the frame member.