mhurhangee/patent-ind-claim-en huggingface dataset:
A method for analyzing optical coherence tomography 3D imaging volume data for retinal layers identification comprising: training a machine learning system with at least two sets of training images , a first set of the training images being obtained from a first type of physiological tissue and a second set of the training images being obtained from a second type of physiological tissue , the machine learning system being trained to recognize differences in the training images between the first and second types of physiological tissues; supplying the trained machine learning system with optical coherence tomography 3D imaging volume data of a retina of a subject; with the trained machine learning system, identifying probabilities that pixels in the 3D imaging volume data belong to the first type of physiological tissue and/or the second type of physiological tissue , each probability corresponding to a pixel of the 3D imaging volume data; and based on the identified probabilities, identifying a boundary in the 3D imaging volume data between the first and second types of physiological tissues, or determining a property of the first or second type of physiological tissue; wherein the first type of physiological tissue and the second type of physiological tissue are different layers of a retina; wherein the training images of the first and second sets of training images are en face images (300, 304; 402-420; 502 - 512) or sub-volumes of optical coherence tomography 3D imaging volume data separated by a predetermined depth. training a machine learning system with at least two sets of training images , a first set of the training images being obtained from a first type of physiological tissue and a second set of the training images being obtained from a second type of physiological tissue , the machine learning system being trained to recognize differences in the training images between the first and second types of physiological tissues; supplying the trained machine learning system with optical coherence tomography 3D imaging volume data of a retina of a subject; with the trained machine learning system, identifying probabilities that pixels in the 3D imaging volume data belong to the first type of physiological tissue and/or the second type of physiological tissue , each probability corresponding to a pixel of the 3D imaging volume data; and based on the identified probabilities, identifying a boundary in the 3D imaging volume data between the first and second types of physiological tissues, or determining a property of the first or second type of physiological tissue; wherein the first type of physiological tissue and the second type of physiological tissue are different layers of a retina; wherein the training images of the first and second sets of training images are en face images (300, 304; 402-420; 502 - 512) or sub-volumes of optical coherence tomography 3D imaging volume data separated by a predetermined depth.
An internal combustion engine that is configured to introduce intake air to a combustion chamber and generate a tumble flow in the combustion chamber , the internal combustion engine comprising: a cylinder head ; an intake valve including an umbrella part ; and an output shaft , wherein the cylinder head includes an intake port , the intake port is connected to the combustion chamber , the intake port includes a connecting portion and an upstream portion , the connecting portion has a passage cross-sectional area that increases as approaching the combustion chamber , and the upstream portion is connected to an upstream end of the connecting portion , the intake port includes a valve seat provided at a downstream end of the connecting portion , and the umbrella part of the intake valve is configured to contact with the valve seat , the intake port has a recess provided at at least one of portions, on both sides in an extending direction of the output shaft , of a peripheral surface of the intake port , the recess spanning the connecting portion and the upstream portion , characterized in that the recess is formed by cutting off a part of the peripheral surface of the intake port . a cylinder head ; an intake valve including an umbrella part ; and an output shaft , wherein the cylinder head includes an intake port , the intake port is connected to the combustion chamber , the intake port includes a connecting portion and an upstream portion , the connecting portion has a passage cross-sectional area that increases as approaching the combustion chamber , and the upstream portion is connected to an upstream end of the connecting portion , the intake port includes a valve seat provided at a downstream end of the connecting portion , and the umbrella part of the intake valve is configured to contact with the valve seat , the intake port has a recess provided at at least one of portions, on both sides in an extending direction of the output shaft , of a peripheral surface of the intake port , the recess spanning the connecting portion and the upstream portion , characterized in that the recess is formed by cutting off a part of the peripheral surface of the intake port .
A method of operation of a base station in a cellular communications network , the method comprising: during initial attachment of a wireless device : establishing (210H-210J) a Data Radio Bearer, DRB, between the base station and the wireless device ; updating a context of the wireless device to include information regarding the DRB established between the base station and the wireless device to thereby provide a mapping between the DRB and a cellular network identifier of the wireless device ; providing , to the wireless device , at least a portion of an Internet Protocol, IP, address assigned to the wireless device ; updating the context of the wireless device to include the at least a portion of the IP address of the wireless device to thereby provide a mapping between the at least a portion of the IP address of the wireless device and the cellular network identifier of the wireless device ; maintaining the context of the wireless device when the wireless device is in idle mode; and mapping the DRB to IP sessions of the wireless device based on the mapping between the at least a portion of the IP address of the wireless device and the cellular network identifier of the wireless device . establishing (210H-210J) a Data Radio Bearer, DRB, between the base station and the wireless device ; updating a context of the wireless device to include information regarding the DRB established between the base station and the wireless device to thereby provide a mapping between the DRB and a cellular network identifier of the wireless device ; providing , to the wireless device , at least a portion of an Internet Protocol, IP, address assigned to the wireless device ; updating the context of the wireless device to include the at least a portion of the IP address of the wireless device to thereby provide a mapping between the at least a portion of the IP address of the wireless device and the cellular network identifier of the wireless device ; maintaining the context of the wireless device when the wireless device is in idle mode; and mapping the DRB to IP sessions of the wireless device based on the mapping between the at least a portion of the IP address of the wireless device and the cellular network identifier of the wireless device .
A ventilator comprising an electric motor comprising a casing , a rotor rotatable inside the casing about an axis of rotation (R), a shaft integral with the rotor and having at least one end portion protruding from the casing , the ventilator comprising a fan associated with the end portion , the fan comprising a plurality of blades , a hub connected to the blades , the blades being integrally formed on the hub, the hub comprising a bottom wall for coupling to the shaft and at least one perimeter portion extending from the bottom wall to define a base for connecting the blades , the ventilator being characterized in that the hub comprises a plurality of bases which extend from the bottom wall at each of the blades to define a connecting surface for joining each blade to the bottom wall and to define at least partly the perimeter portion , the hub being defined by a disc comprising the bottom wall and the bases , the connecting surface connecting each blade to the bottom wall being defined by the corresponding base .
A heating device for calender cylinders, comprising a core cylinder , a cylinder and a plurality of infrared heating elements , wherein said cylinder is arranged around said core cylinder and is adapted to support said plurality of infrared heating elements , said core cylinder and said cylinder adapted to support said infrared heating elements are configured to be accommodated in a fixed manner inside a rotating calender cylinder , characterized in that said cylinder which supports said infrared heating elements is provided with a plurality of fins which are extended along the entire length of said cylinder .
Method for manufacturing a stage of a steam turbine, the method characterized by comprising the steps of milling a single block of material to define a sector having a plurality of blades , each blade having an external surface and central and peripheral portions ; machining an opening in said external surface of at least one of said blades ; machining a cavity in fluid communication with said opening ; said step of machining the cavity being performed by wire electric discharge machining, manufacturing a central guide and a peripheral guide for attachment at central and peripheral portions of the sector respectively; sliding at least one sector into said guides , sealing said central and peripheral portions of said sector to said guides by welding said sector to said guides to define a channel between each of the central and peripheral portions and the respective central and peripheral guide in fluid communication with the cavity and a low pressure zone outside the steam turbine. manufacturing a central guide and a peripheral guide for attachment at central and peripheral portions of the sector respectively; sliding at least one sector into said guides , sealing said central and peripheral portions of said sector to said guides by welding said sector to said guides to define a channel between each of the central and peripheral portions and the respective central and peripheral guide in fluid communication with the cavity and a low pressure zone outside the steam turbine.
An infusion pump system comprising: at least one infusion pump for delivering insulin; a companion device, the companion device in wireless communication with the at least one infusion pump; and a user interface on the companion device, the user interface comprising a home screen that is configured to display a visual indication of a gauge to the action of the insulin currently in the user determined based on an amount of insulin delivered to the user, an insulin action time, and an insulin type; wherein the infusion pump system is configured to log a bolus history and to determine whether at least one of a number of predefined criteria are met, and wherein the home screen displays a greater than or equal to symbol next to the visual indication of the gauge when at least one of the predefined criteria is met, the pre-defined criteria comprising: a bolus date for the action time period is not available, more than a predefined number of boluses were given in the action time; there is no bolus history and less time than the duration of the action time has passed since the bolus log was initialized and/or an insulin on board amount is greater than a pre-defined number. at least one infusion pump for delivering insulin; a companion device, the companion device in wireless communication with the at least one infusion pump; and a user interface on the companion device, the user interface comprising a home screen that is configured to display a visual indication of a gauge to the action of the insulin currently in the user determined based on an amount of insulin delivered to the user, an insulin action time, and an insulin type;
A device for attaching a panel to a facade, comprising an extrusion having: an arm , said arm terminating in an end, said end constructed to contact the panel and permit bending of the panel thereover; a platform , said platform being contiguous with said arm and extending from said arm , said platform further being spaced from said arm for forming a slot, said slot being configured to capture a portion of the panel; a leg , said leg being contiguous with said platform and extending outwardly therefrom; wherein the device comprises: a base ; said leg lying closer to said base than to said platform; a first fastener for holding said base to the facade; and a second fastener for holding said leg to said base; characterized in that said end portion of said arm further comprises a prong for contacting said panel and permitting bending of the panel about said prong. an arm , said arm terminating in an end, said end constructed to contact the panel and permit bending of the panel thereover; a platform , said platform being contiguous with said arm and extending from said arm , said platform further being spaced from said arm for forming a slot, said slot being configured to capture a portion of the panel; a leg , said leg being contiguous with said platform and extending outwardly therefrom; wherein the device comprises: a base ; said leg lying closer to said base than to said platform; a first fastener for holding said base to the facade; and a second fastener for holding said leg to said base; characterized in that said end portion of said arm further comprises a prong for contacting said panel and permitting bending of the panel about said prong. a base ; said leg lying closer to said base than to said platform; a first fastener for holding said base to the facade; and a second fastener for holding said leg to said base; characterized in that said end portion of said arm further comprises a prong for contacting said panel and permitting bending of the panel about said prong.
An augment for supporting an acetabular shell at a bone configured for attaching an acetabular shell to an acetabulum of a patient, the augment comprising: a body having a first surface and a second surface opposite the first surface, the body extending from a first end portion to a second end portion , wherein: the first end portion is adapted to be fixed to the acetabular shell, and the first end portion has a third surface that is shaped to conform to an exterior surface of the acetabular shell ; the body comprises a porous material that promotes boney ingrowth and the first surface comprises a smooth surface and the second surface comprises the porous material that promotes boney ingrowth; a first hole and a second hole , each of the first and second holes extending through the body from the first surface to the second surface ; and a trim marker located in between the first hole and the second hole , wherein the trim marker indicates a location on the body to separate a portion of the augment in order to reduce the size of the augment . the first end portion is adapted to be fixed to the acetabular shell, and the first end portion has a third surface that is shaped to conform to an exterior surface of the acetabular shell ; the body comprises a porous material that promotes boney ingrowth and the first surface comprises a smooth surface and the second surface comprises the porous material that promotes boney ingrowth; a first hole and a second hole , each of the first and second holes extending through the body from the first surface to the second surface ; and a trim marker located in between the first hole and the second hole , wherein the trim marker indicates a location on the body to separate a portion of the augment in order to reduce the size of the augment .
A method of delivering an inhibited emulsion to a blasthole, the method comprising: supplying an emulsion comprising a discontinuous oxidizer phase and a continuous fuel phase; supplying a separate inhibitor solution comprising water, an inhibitor, and a crystallization point modifier; determining whether ground in which a blasthole is disposed is reactive ground, high temperature ground, or both; mixing the emulsion with the inhibitor solution to form an inhibited emulsion, comprising varying a concentration, a flowrate, or both of the inhibitor solution to achieve a desired inhibition of the ground by the inhibited emulsion; and conveying the inhibited emulsion to the blasthole. supplying an emulsion comprising a discontinuous oxidizer phase and a continuous fuel phase; supplying a separate inhibitor solution comprising water, an inhibitor, and a crystallization point modifier; determining whether ground in which a blasthole is disposed is reactive ground, high temperature ground, or both; mixing the emulsion with the inhibitor solution to form an inhibited emulsion, comprising varying a concentration, a flowrate, or both of the inhibitor solution to achieve a desired inhibition of the ground by the inhibited emulsion; and conveying the inhibited emulsion to the blasthole.
A method for removing heat-stable base salts from a contaminated aqueous basic solution, said solution comprising at least one base in salt form having heat stable anions associated therewith, said method comprising: a) providing a feedstream comprising said contaminated aqueous basic solution, the contaminated aqueous basic solution being a slipstream withdrawn from a first regeneration unit in a base acid gas recovery process wherein acid gases are desorbed to produce the contaminated aqueous basic solution, the first regeneration unit being a stripping column, b) passing the feedstream to a second regeneration zone for obtaining a regenerated lean solvent stream comprising said heat-stable base salts, the second regeneration zone being a second stripping column, and c) passing all or a portion of said regenerated lean solvent stream to a reclamation unit for producing a product stream comprising at least in part a base in free base form in which the level of said heat-stable base salts has been lowered by said reclamation unit. a) providing a feedstream comprising said contaminated aqueous basic solution, the contaminated aqueous basic solution being a slipstream withdrawn from a first regeneration unit in a base acid gas recovery process wherein acid gases are desorbed to produce the contaminated aqueous basic solution, the first regeneration unit being a stripping column, b) passing the feedstream to a second regeneration zone for obtaining a regenerated lean solvent stream comprising said heat-stable base salts, the second regeneration zone being a second stripping column, and c) passing all or a portion of said regenerated lean solvent stream to a reclamation unit for producing a product stream comprising at least in part a base in free base form in which the level of said heat-stable base salts has been lowered by said reclamation unit.
Sports stadium with a turf field and a surrounding spectators stand , wherein the turf field is made up of a plurality of turf modules supported on a fixed support base , the upper face of the turf modules being turf, which turf modules are movable on the fixed support base , and movable between an application mode on the fixed support base and a storage mode in a storage location , characterized in that - the turf modules comprise integrated module resource lines distributing resources to the turf; - the turf modules comprise a module resource connection adapted to connect to a fixed resource connection . - the turf modules comprise integrated module resource lines distributing resources to the turf; - the turf modules comprise a module resource connection adapted to connect to a fixed resource connection .
A method for producing a porous particle having a void ratio, as determined according to the description, of 75% or more, comprising the following steps: (step 1) dissolving an ethylene-vinyl alcohol copolymer having a repeating unit derived from vinyl alcohol represented by Formula in an aqueous solvent to prepare a polymer solution; (step 2) dispersing the polymer solution in a non-aqueous solvent to form a W/O emulsion, (step 3) cooling the W/O emulsion to form a porous particle; and (step 4) chemically crosslinking the porous particle formed in step 3 with a divalent linking group derived from glutaraldehyde as crosslinking agent. (step 1) dissolving an ethylene-vinyl alcohol copolymer having a repeating unit derived from vinyl alcohol represented by Formula in an aqueous solvent to prepare a polymer solution; (step 2) dispersing the polymer solution in a non-aqueous solvent to form a W/O emulsion, (step 3) cooling the W/O emulsion to form a porous particle; and (step 4) chemically crosslinking the porous particle formed in step 3 with a divalent linking group derived from glutaraldehyde as crosslinking agent.
A method of predicting the response of a human subject having, suspected of having, or at risk of developing a renal cell carcinoma to a combination therapy comprising lenvatinib or a pharmaceutically acceptable salt thereof, preferably lenvatinib mesylate and everolimus, the method comprising measuring or having measured a baseline expression level of at least one protein selected from the group consisting of IL-18BP, ICAM-1, FGF-21 and M-CSF in a biological sample obtained from the human subject, wherein preferably the baseline expression level of the at least one protein is determined by measuring the amount of the at least one protein in the biological sample or the baseline expression level of the at least one protein is determined by measuring the amount of mRNA encoding the at least one protein in the biological sample, wherein a lower baseline expression level of the protein, as compared to a control expression level, of the at least one protein is predictive that the human subject is responsive to the combination therapy comprising lenvatinib or a pharmaceutically acceptable salt thereof, preferably lenvatinib mesylate and everolimus, wherein the control expression level is an expression level in a biological sample obtained from a subject who is not responsive to the combination therapy comprising lenvatinib or a pharmaceutically acceptable salt thereof, preferably lenvatinib mesylate and everolimus, and wherein the biological sample is a blood sample, preferably a serum sample, or a plasma sample. wherein preferably the baseline expression level of the at least one protein is determined by measuring the amount of the at least one protein in the biological sample or the baseline expression level of the at least one protein is determined by measuring the amount of mRNA encoding the at least one protein in the biological sample, wherein a lower baseline expression level of the protein, as compared to a control expression level, of the at least one protein is predictive that the human subject is responsive to the combination therapy comprising lenvatinib or a pharmaceutically acceptable salt thereof, preferably lenvatinib mesylate and everolimus, wherein the control expression level is an expression level in a biological sample obtained from a subject who is not responsive to the combination therapy comprising lenvatinib or a pharmaceutically acceptable salt thereof, preferably lenvatinib mesylate and everolimus, and wherein the biological sample is a blood sample, preferably a serum sample, or a plasma sample.