mhurhangee/patent-ind-claim-en huggingface dataset:
A method for autonomous artificial intelligence based medical image segmentation, comprising: receiving a medical image of a patient; automatically determining a current segmentation context based on learned image characteristics extracted automatically from the medical image by a trained deep neural network, wherein the current segmentation context includes any or all of one or more target anatomical structures to be segmented, a current imaging modality, and/or image characteristics of the received medical image; automatically selecting at least one segmentation algorithm from a plurality of segmentation algorithms including a plurality of different deep-learning based segmentation algorithms based on the current segmentation context using the trained deep neural network, wherein the plurality of segmentation algorithms include multiple versions of various segmentation algorithms corresponding to various target anatomical structures, imaging modalities, imaging domains, and/or image qualities, wherein the trained deep neural network selects one or more segmentation algorithms from the plurality of segmentation algorithms for performing segmentation of a target anatomical structure in the medical image based on the current segmentation context; and segmenting the target anatomical structure in the medical image using the selected at least one segmentation algorithm, wherein the trained deep neural network is trained based on medical image training samples and synthetic training samples generated at a plurality of noise levels from the medical image training samples, by using ground truth segmentation results. receiving a medical image of a patient; automatically determining a current segmentation context based on learned image characteristics extracted automatically from the medical image by a trained deep neural network, wherein the current segmentation context includes any or all of one or more target anatomical structures to be segmented, a current imaging modality, and/or image characteristics of the received medical image; automatically selecting at least one segmentation algorithm from a plurality of segmentation algorithms including a plurality of different deep-learning based segmentation algorithms based on the current segmentation context using the trained deep neural network, wherein the plurality of segmentation algorithms include multiple versions of various segmentation algorithms corresponding to various target anatomical structures, imaging modalities, imaging domains, and/or image qualities, wherein the trained deep neural network selects one or more segmentation algorithms from the plurality of segmentation algorithms for performing segmentation of a target anatomical structure in the medical image based on the current segmentation context; and segmenting the target anatomical structure in the medical image using the selected at least one segmentation algorithm, wherein the trained deep neural network is trained based on medical image training samples and synthetic training samples generated at a plurality of noise levels from the medical image training samples, by using ground truth segmentation results.
A combustor of a gas turbine engine comprising: a radial fuel injection system configured to communicate with a combustion chamber generally transverse to an axis (F) of the combustor , and being positioned downstream of an axial pilot fuel injection system and upstream of a multiple of dilution holes , the radial fuel injection system comprising an injector , and the injector comprising: a swirler ; and a fuel nozzle located within the swirler , the fuel nozzle operable to provide a biased radial fuel distribution within the swirler , wherein the fuel nozzle includes a first set of fuel injector orifices and a second set of fuel injector orifices in the fuel nozzle , the second set of fuel injector orifices downstream of the first set of fuel injector orifices with respect to the swirler , and at least one of the sets of fuel injector orifices is configured to provide the biased radial fuel distribution within the swirler . a swirler ; and a fuel nozzle located within the swirler , the fuel nozzle operable to provide a biased radial fuel distribution within the swirler , wherein the fuel nozzle includes a first set of fuel injector orifices and a second set of fuel injector orifices in the fuel nozzle , the second set of fuel injector orifices downstream of the first set of fuel injector orifices with respect to the swirler , and at least one of the sets of fuel injector orifices is configured to provide the biased radial fuel distribution within the swirler .
A method comprising communicating fault signals , command signals, and data signals regarding operating conditions of a power switch or power converter from a driver circuit to a driver interface across a galvanic isolation via an inductive coupling communications channel, wherein the driver interface is coupled to a primary winding of an inductive coupling and the drive circuit is coupled to a secondary winding of the inductive coupling, the method comprising: transmitting, by the driver interface, a command signal to the drive circuit by applying a voltage to the primary winding, which induces a voltage and current in the secondary winding; and characterized by further comprising: transmitting, by the drive circuit, both a fault signal and a data signal to the driver interface via the inductive coupling, wherein the drive circuit sends the fault signal by providing current to flow in a first direction through the secondary winding of the inductive coupling and sends the data signal by providing current to flow in a second direction through secondary winding of the inductive coupling, wherein the first direction and second direction are opposite of each other; and receiving, by the driver interface the fault signal and the data signal; and differentiating, by the driver interface, the fault signal and the data signal by the direction of the received induced current in the primary winding of the inductive coupling. transmitting, by the drive circuit, both a fault signal and a data signal to the driver interface via the inductive coupling, wherein the drive circuit sends the fault signal by providing current to flow in a first direction through the secondary winding of the inductive coupling and sends the data signal by providing current to flow in a second direction through secondary winding of the inductive coupling, wherein the first direction and second direction are opposite of each other; and receiving, by the driver interface the fault signal and the data signal; and differentiating, by the driver interface, the fault signal and the data signal by the direction of the received induced current in the primary winding of the inductive coupling.
A method of determining a concentration of an analyte in a bodily fluid by using a mobile device having a camera , the method comprising: a) taking a series of calibration images of at least one region of interest of an object by using the camera , wherein the calibration images differ in their brightness; b) deriving from each calibration image of the series taken in step a) at least one key calibration figure characteristic for a tone mapping function of the mobile device ; c) determining at least one probable tone mapping function of the mobile device by taking into account the key calibration figures from the calibration images of the series taken in step a); d) taking at least one analysis image of at least part of a test field of an optical test strip , the test field having the bodily fluid applied thereto; and e) determining the concentration of the analyte in the bodily fluid from the analysis image of the test field by taking into account the probable tone mapping function of the mobile device . a) taking a series of calibration images of at least one region of interest of an object by using the camera , wherein the calibration images differ in their brightness; b) deriving from each calibration image of the series taken in step a) at least one key calibration figure characteristic for a tone mapping function of the mobile device ; c) determining at least one probable tone mapping function of the mobile device by taking into account the key calibration figures from the calibration images of the series taken in step a); d) taking at least one analysis image of at least part of a test field of an optical test strip , the test field having the bodily fluid applied thereto; and e) determining the concentration of the analyte in the bodily fluid from the analysis image of the test field by taking into account the probable tone mapping function of the mobile device .
A gel cushion composition comprising 5 to 8 parts by weight of an additive with respect to 100 parts by weight of a mixture composed of an oil and a copolymer prepared by copolymerizing a polystyrene-based polymer and polypropylene, the polystyrene-based polymer has a triblock structure, and is a styrene-(ethylene/butylene)-styrene (SEBS) block copolymer or polystyrene-block-poly(ethylene-ethylene/propylene)-block-polystyrene (SEEPS), and the mixture includes 30 to 40 wt % of the copolymer and 60 to 70 wt % of the oil, wherein the additive is dry silica or wet silica.
Use of (i) water, (ii) sugar and (iii) humectant for improving heat transfer to a soap, wherein the (i) water, (ii) sugar and (iii) humectant are in contact in a soap base, and wherein the soap base comprises propylene glycol in an amount of from 0% to 1% by weight of the soap base, and wherein the soap base comprises soap in an amount of from 20 to 50% by weight of the soap base.
A hot melt adhesive composition comprising: (A) an ethylene vinyl acetate polymer, wherein the vinyl acetate content is less than 25%; (B) a functionalized metallocene ethylene-alpha-olefin copolymer; (C) a wax; and (D) a tackifier, wherein the adhesive has an improved low temperature flexibility and heat resistance over an adhesive without the functionalized metallocene ethylene-alpha-olefin copolymer; wherein the functionalized metallocene ethylene-alpha -olefin copolymer comprises an ethylene with a comonomer selected from C3, C4, C5, C6, C7, C8, C9, C10, C11 or C12 monomer and wherein the functionalized metallocene ethylene-alpha -olefin copolymer is a copolymer grafted with a functional group selected from the group consisting of fumaric acid, acrylic acid, acetate, sulfonate, citaconic anhydride and maleic anhydride. (A) an ethylene vinyl acetate polymer, wherein the vinyl acetate content is less than 25%; (B) a functionalized metallocene ethylene-alpha-olefin copolymer; (C) a wax; and (D) a tackifier,
A method for forecasting a farm-level power output of a wind farm having a plurality of wind turbines, the method comprising: collecting actual operational data and site information for the wind farm; predicting forecast operational data for the wind farm for a future time period based on the actual operational data and the site information for the wind farm; generating a model-based power output forecast based on the forecast operational data and the site information ; measuring real-time operational data from the wind farm, wherein the real-time operational data comprises at least one of or a combination of the following: power output, torque output, pitch angle, tip speed ratio, yaw angle, and number of wind turbines on-line; adjusting the power output forecast based on the measured real-time operational data ; and forecasting the farm-level power output of the wind farm based on the adjusted power output forecast. collecting actual operational data and site information for the wind farm; predicting forecast operational data for the wind farm for a future time period based on the actual operational data and the site information for the wind farm; generating a model-based power output forecast based on the forecast operational data and the site information ; measuring real-time operational data from the wind farm, wherein the real-time operational data comprises at least one of or a combination of the following: power output, torque output, pitch angle, tip speed ratio, yaw angle, and number of wind turbines on-line; adjusting the power output forecast based on the measured real-time operational data ; and forecasting the farm-level power output of the wind farm based on the adjusted power output forecast.
A room door comprising a door frame , a door wing , and at least one door hinge comprising a frame part and a wing part , which are connected to one another via a first joint bracket and a second joint bracket , wherein, starting at a closed position, the door hinge has an opening angle of at least 135° until reaching a maximum open position, and wherein, in response to an opening movement from the closed position to the open position, the joint brackets rotate in a first direction of rotation with respect to the frame part , and the wing part likewise rotates in the first direction of rotation with respect to the joint brackets , wherein the joint brackets form a four-axis joint assembly, in the case of which the first joint bracket is fastened to the frame part to rotate around a first frame part axis as well as to the wing part to rotate around a first wing part axis , and wherein the second joint bracket is fastened to the frame part to rotate around a second frame part axis as well as to the wing part to rotate around a second wing part axis , and that the two joint brackets are not directly connected to one another, wherein at their ends, the first and the second joint bracket are in each case connected to the frame part axes as well as to the wing part axes and have a U shape between their ends at a middle section, wherein, starting at a first connecting line between the first wing part axis and the first frame part axis , the largest distance (a 2 ) for the first joint bracket , which is determined perpendicular to the first connecting line all the way to the middle section, is at least 0.5-times the distance (a1) between the first frame part axis and the first wing part axis , and wherein, starting at a second connecting line between the second wing part axis and the second frame part axis , the largest distance (b 2 ) for the second joint bracket , which is determined perpendicular to the second connecting line all the way to the middle section, is at least 0.5-times the distance (b 1 ) between the second frame part axis and the second wing part axis , characterized in that the door wing is formed of glass without further apertures or openings, that the wing part has a clamping assembly , via which the door wing is fastened in a clamping manner to the wing part , and that in the open position, at least one of the joint brackets abuts against a stop surface of the wing part .
A catalytic composition containing: - a zeolite of the MTW type - alkaline metals which are a mixture of sodium ions and potassium ions, characterized in that : the minimum amount of sodium ions is 5 ppm, the minimum amount of potassium ions is 5 ppm, and the total amount of both ions is lower than or equal to 200 ppm by weight, with respect to the total weight of the catalytic composition, the MTW zeolite is in acid form wherein the cationic sites present in its structure are occupied by Na + and K + ions and the remaining cationic sites are occupied by H+ ions, and the SiO 2 /Al 2 O 3 molar ratio in said zeolite is lower than or equal to 95. - a zeolite of the MTW type - alkaline metals which are a mixture of sodium ions and potassium ions, the minimum amount of sodium ions is 5 ppm, the minimum amount of potassium ions is 5 ppm, and the total amount of both ions is lower than or equal to 200 ppm by weight, with respect to the total weight of the catalytic composition, the MTW zeolite is in acid form wherein the cationic sites present in its structure are occupied by Na + and K + ions and the remaining cationic sites are occupied by H+ ions, and the SiO 2 /Al 2 O 3 molar ratio in said zeolite is lower than or equal to 95.
A deployable shelter structure device , comprising uprights supporting, in the upper part, a deformable skeleton comprising movable stringers made up of at least one pair of arms articulated in scissors and connected through pivot points (8; 80) to uprights , whereof the pivot point , connecting, to the upper end of the upright , the end of the arm, depending on the case, (5b or 5a), being fixed, while the other lower pivot point being located lower and mounted sliding along said upright while slidingly connecting this upright to the end of the arm, depending on the case, (5a or 5b); characterized in that at least one arm of a pair of arms of a stringer is provided to be longitudinally adjustable through means for elongating or shortening its length.
Method for controlling and/or monitoring a compressor system comprising one or more compressors and one or more peripheral devices (14 to 21), wherein the compressors and peripheral devices (14 to 21) are arranged and/or connected in a predetermined configuration, wherein the compressor system is controlled and/or monitored by way of a control/monitoring unit , characterized in that , based on one or more initial models (M 1 , M 2 , ...) of the compressor system, which are based for example on a P&I diagram, optionally including the specification of the compressors and of the peripheral devices (14 to 21), one or more derived models ( M̃ a , M̃ b , ...) are created which take into account the operational relationships between the individual compressors and peripheral devices (14 to 21) and optionally also dynamic processes, wherein the one or more derived models ( M̃ a , M̃ b , ...) are in each case aspect-specific models (AM) which are created using an aspect-specific analysis algorithm from the one or more initial models (M 1 , M 2 , ...) or from the one or more initial models (M 1 , M 2 , ...) via one or more intermediate models (M 1 ', M 2 ', ..., AAM 1 , AAM 2 , ...), and in that the one or more derived models ( M̃ a , M̃ b , ...) are used as a basis in subsequent control, monitoring, diagnostic or evaluation routines.
A processor comprising: a first unit coupled to receive a vector indexed load plus arithmetic and/or logical, A/L, operation plus store instruction, the vector indexed load plus A/L operation plus store instruction to indicate a source packed memory indices operand that is to have a plurality of packed memory indices, and to indicate a source packed data operand that is to have a plurality of packed data elements; and a second unit operable, in response to the vector indexed load plus A/L operation plus store instruction, to load a plurality of data elements from memory locations corresponding to the plurality of packed memory indices, to perform A/L operations on the plurality of packed data elements of the source packed data operand and the loaded plurality of data elements, and to store a plurality of result data elements in the memory locations corresponding to the plurality of packed memory indices. a first unit coupled to receive a vector indexed load plus arithmetic and/or logical, A/L, operation plus store instruction, the vector indexed load plus A/L operation plus store instruction to indicate a source packed memory indices operand that is to have a plurality of packed memory indices, and to indicate a source packed data operand that is to have a plurality of packed data elements; and a second unit operable, in response to the vector indexed load plus A/L operation plus store instruction, to load a plurality of data elements from memory locations corresponding to the plurality of packed memory indices, to perform A/L operations on the plurality of packed data elements of the source packed data operand and the loaded plurality of data elements, and to store a plurality of result data elements in the memory locations corresponding to the plurality of packed memory indices.
A training ammunition cartridge comprising a projectile mounted on a cartridge case with a pyrotechnic propellant, the projectile having a projectile body with adequate structural integrity to withstand set-back forces that are applied when the projectile is fired from a gun, said projectile body having at least one compartment therein forming a void, wherein the void is containing a material that transitions from a solid to a liquid after set-back and after the projectile exits from a barrel of the gun, wherein the void is of such configuration as to cause the liquid material therein to induce forces and moments that, after a period of stable ballistic flight, destabilize the projectile and shorten its flight, characterized in that said material housed in said void transitions from a solid to a liquid upon reaching an elevated temperature above a storage and operational temperature of the ammunition cartridge.
A cold pressure fix toner composition comprising a core comprising: a colorant, a crystalline co-polyester-co-polydimethylsiloxane resin and an amorphous resin, and a polymer shell thereover.
Method for operating an illumination of a motor vehicle (K, K', K"), wherein the operation takes place in such a way that a light manifestation (LE) is generated which extends over at least a majority of a width (B) of the motor vehicle (K, K', K"), wherein the light manifestation (LE) appears visible at least to a driver (F) of the vehicle when the motor vehicle (K, K', K") is switched on and is subsequently altered to indicate that the motor vehicle (K, K', K") is ready to be driven, wherein the alteration in the light manifestation (LE) is likewise performed over at least a majority of the width (B) of the motor vehicle (K, K', K"), characterized in that the alteration of the light manifestation (LE) emanates from a longitudinal center plane (LM) of the motor vehicle (K, K', K") and proceeds in two opposite directions (R), wherein, starting from the longitudinal center plane (LM), a portion (LE3) of the light manifestation (LE) is generated with two alteration boundary regions (G1, G2), wherein the boundary regions (G1, G2) each move outward toward the outside of the motor vehicle (K), and said portion (LE3) of the light manifestation (LE) thereby propagates continuously over the width (B) of the motor vehicle (K, K', K"), wherein a plurality of lighting regions are altered sequentially, one after another, in such a way that the continuously altering light manifestation (LE) is generated in relation to the motor vehicle (K, K', K"), and the sequential alteration of the lighting regions is brought about by a reduction in the light intensity of the lighting regions or by changing from one defined color of the lighting regions into another defined color of said lighting regions, and at least lighting regions within an area of a windshield (W) of the motor vehicle (K") are sequentially altered.
An enzyme activity device suitably for determination of biopolymer enzyme degrading activity in a liquid sample, said enzyme activity device comprising a biopolymer substrate and a solid support structure supporting said biopolymer substrate wherein said biopolymer substrate comprises a water insoluble xerogel comprising a network of cross-linked biopolymers and wherein the biopolymer substrate comprises a dye chemically bound to the biopolymer.