mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for providing a prediction of a medical target variable, the method comprising - Receiving medical imaging data of an examination area, the examination area comprising a plurality of lesions (L1, L2, L3) of an anatomical structure, wherein each lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure is spaced apart from any other lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure, - Calculating a spread parameter based on the medical imaging data, the spread parameter being indicative of a spread of a spatial distribution of the plurality of lesions (L1, L2, L3) of the anatomical structure, - Calculating the prediction of the medical target variable based on the spread parameter, - Providing the prediction of the medical target variable, - wherein a trained machine learning algorithm is applied onto the medical imaging data, thereby obtaining the spread parameter and the prediction of the medical target variable, - wherein the trained machine learning algorithm is based on a first optimization for calculating the spread parameter and a second optimization for calculating the prediction of the medical target variable, - wherein the first optimization for calculating the spread parameter is based on at least a first part of a plurality of training datasets, - wherein the second optimization for calculating the prediction of the medical target variable is based on at least a second part of the plurality of training datasets. - Receiving medical imaging data of an examination area, the examination area comprising a plurality of lesions (L1, L2, L3) of an anatomical structure, wherein each lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure is spaced apart from any other lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure, - Calculating a spread parameter based on the medical imaging data, the spread parameter being indicative of a spread of a spatial distribution of the plurality of lesions (L1, L2, L3) of the anatomical structure, - Calculating the prediction of the medical target variable based on the spread parameter, - Providing the prediction of the medical target variable, - wherein a trained machine learning algorithm is applied onto the medical imaging data, thereby obtaining the spread parameter and the prediction of the medical target variable, - wherein the trained machine learning algorithm is based on a first optimization for calculating the spread parameter and a second optimization for calculating the prediction of the medical target variable, - wherein the first optimization for calculating the spread parameter is based on at least a first part of a plurality of training datasets, - wherein the second optimization for calculating the prediction of the medical target variable is based on at least a second part of the plurality of training datasets.
An oxidatively curable alkyd-based coating composition that has been contacted with a formulation obtainable by a method comprising contacting the following components: (i) a manganese ion-containing salt, comprising a manganese ion having a valency of, or and a counteranion selected from the group consisting of acetate, chloride, nitrate, formate, propionate, bromide, carbonate, acetylacetonate and sulfate; (ii) a chelant of formula: (wherein: p is 3; R is independently selected from the group consisting of hydrogen, C 1 -C 24 alkyl, CH 2 CH 2 OH, CH 2 COOH and pyridine-2-ylmethyl; and R 1, R 2, R 3, and R 4 are independently selected from H, C 1 -C 4 alkyl and C 1 -C 4 alkylhydroxy); and (iii) an alcohol or a ketone, the method not comprising contact of the mixture resultant from contacting of the salt, the chelant and the alcohol or the ketone with hydrogen peroxide or a source thereof. (i) a manganese ion-containing salt, comprising a manganese ion having a valency of, or and a counteranion selected from the group consisting of acetate, chloride, nitrate, formate, propionate, bromide, carbonate, acetylacetonate and sulfate; (ii) a chelant of formula: (wherein: p is 3; R is independently selected from the group consisting of hydrogen, C 1 -C 24 alkyl, CH 2 CH 2 OH, CH 2 COOH and pyridine-2-ylmethyl; and R 1, R 2, R 3, and R 4 are independently selected from H, C 1 -C 4 alkyl and C 1 -C 4 alkylhydroxy); and p is 3; R is independently selected from the group consisting of hydrogen, C 1 -C 24 alkyl, CH 2 CH 2 OH, CH 2 COOH and pyridine-2-ylmethyl; and R 1, R 2, R 3, and R 4 are independently selected from H, C 1 -C 4 alkyl and C 1 -C 4 alkylhydroxy); and (iii) an alcohol or a ketone,
An electrical junction at a source/drain of a transistor, said electrical junction comprising an interface layer disposed between a metal and a silicon-based semiconductor, the interface layer having a thickness that allows for depinning a Fermi level of the semiconductor while permitting current to flow between the metal and the semiconductor when the junction is biased, the interface layer including a passivating material for passivating a surface of the semiconductor and a separation layer made of an oxide for displacing the metal and the semiconductor, the electrical junction having a specific contact resistance of less than or equal to approximately 1000 Ω-μm 2.
A polymer composition comprising: (a) a thermoplastic resin selected from the group consisting of a polyetherketone, a polyethylene or a polypropylene; and (b) a bio-based dispersing agent comprising the reaction product of a natural triglyceridic oil, fatty acid oil or fatty acid oil derivative wherein said natural triglyceridic oil, fatty acid oil, or fatty acid oil derivative containing greater than 80 weight percent of unsaturated or conjugated unsaturated fatty acids with a substrate being an α, β unsaturated molecule capable of undergoing an ene or Diels Alder reaction to form an adduct that is further esterified and/or neutralized with an alkanolamine or alkoxylated alkanolamine.
A pharmaceutical solution for use in a method of treating seizures by nasal administration of said pharmaceutical solution which consists of: (a) a benzodiazepine drug; (b) one or more natural or synthetic tocopherols or tocotrienols, or any combinations thereof, in an amount from 30% to 95% (w/w); (c) 1-25% (w/v) ethanol and 1-25% (w/v) benzyl alcohol, in a combined amount from 10% to 50% (w/w); (d) an alkyl glycoside; and (e) optionally at least one additional active pharmaceutical ingredient or excipient. (a) a benzodiazepine drug; (b) one or more natural or synthetic tocopherols or tocotrienols, or any combinations thereof, in an amount from 30% to 95% (w/w); (c) 1-25% (w/v) ethanol and 1-25% (w/v) benzyl alcohol, in a combined amount from 10% to 50% (w/w); (d) an alkyl glycoside; and (e) optionally at least one additional active pharmaceutical ingredient or excipient.
A coffee machine, comprising a body; a capsule housing wherein the preferably single use capsule is placed and that is disposed at the upper portion of the body; a brewing chamber wherein the brewing process is performed by the coffee transferred from the capsule and the water being added, that is disposed in the body so as to stay under the capsule housing and that can be taken out of the body; a compartment wherein the brewing chamber is placed and that is disposed in the body; characterized by a heater that enables the brewing chamber to be heated, a residue container wherein the liquid that drips from the brewing chamber is accumulated; and a valve that is disposed in the body, that aligns with the capsule housing by moving when the brewing chamber is taken out of the compartment and that when the brewing chamber is taken out of the compartment enables the coffee falling in case the capsule is opened or blown to be guided towards the residue container.
Method for operating a sensor device in a sensor arrangement including multiple sensors interconnected by a common communication line, comprising the steps of: - serially transmitting data on the communication line, wherein data are transmitted on the communication line by applying a sequence of electrical levels, wherein the electrical levels include one dominant level and one or more subdominant levels, wherein only the application of the dominant level is capable of overriding subdominant levels on the communication line; - monitoring the communication line; and - interrupting the transmission of data and/or blocking the transmission of data, in case a dominant level exists on the communication line which has not been applied by the sensor device, characterized by an initialization mode wherein identification data are serially transmitted in successive time frames on the communication line as a corresponding sequence of the electrical levels, wherein the identification data uniquely identify the sensor device, wherein the step of serially transmitting the identification data on the communication line is repeated as long as the identification data have not been fully transmitted over the communication line, wherein, in the initialization mode, each time a full transmission of identification data has been monitored, an address is assigned and stored, particularly together with information about the order of occurrence on the communication line. - serially transmitting data on the communication line, wherein data are transmitted on the communication line by applying a sequence of electrical levels, wherein the electrical levels include one dominant level and one or more subdominant levels, wherein only the application of the dominant level is capable of overriding subdominant levels on the communication line; - monitoring the communication line; and - interrupting the transmission of data and/or blocking the transmission of data, in case a dominant level exists on the communication line which has not been applied by the sensor device, characterized by an initialization mode wherein identification data are serially transmitted in successive time frames on the communication line as a corresponding sequence of the electrical levels, wherein the identification data uniquely identify the sensor device,
Load cell for weight measuring having a bending rod that, on its one end, has a stationary ground side and, on its opposite end, has a force application side that can be moved in the force application direction, wherein the force application side is connected to the ground side via a deformation region that has two parallelogram links (31, 32) running parallel to each other and spaced apart from each other in the force application direction, which are arranged in parallel to the central plane of the bending rod, said central plane running transversely to the force application direction, and wherein, in the deformation region, a material-free first recess and a material-free second recess are arranged lying one above the other in the force application direction, and the first recess and the second recess are each designed directly adjoining a parallelogram link (31, 32), the bending rod having an overload protection device that comprises a bar running in parallel to the central plane, said bar separating the first recess from the second recess, and the outer sides (4a, 4b) thereof that run in parallel to the central plane are designed to be rectilinear, and the bar is either a) connected fixedly to the ground side with its one end and freely engages in a material-free region arranged on the force application side with its other front face end such that, in a neutral position, in each case an upper air gap and a lower air gap are arranged between the outer sides of the bar that run in parallel to the central plane and the force application side, or b) connected fixedly to the force application side with its one end and freely engages in a material-free region arranged on the ground side with its other front face end such that, in a neutral position, in each case an upper air gap and a lower air gap are arranged between the outer sides of the bar that run in parallel to the central plane and the ground side, and the upper air gap and the lower air gap open into a third recess that is arranged in the region of the front face end of the bar and has a round contour, characterised in that the third recess has an elliptical or circular contour and the front face end of the bar forms a section of this elliptical or circular contour. a) connected fixedly to the ground side with its one end and freely engages in a material-free region arranged on the force application side with its other front face end such that, in a neutral position, in each case an upper air gap and a lower air gap are arranged between the outer sides of the bar that run in parallel to the central plane and the force application side, or b) connected fixedly to the force application side with its one end and freely engages in a material-free region arranged on the ground side with its other front face end such that, in a neutral position, in each case an upper air gap and a lower air gap are arranged between the outer sides of the bar that run in parallel to the central plane and the ground side,
An antibody binding to epithelial cell adhesion molecule (EpCAM) comprising: (i) a heavy chain having an amino acid sequence as shown in SEQ ID NO: 1 and a light chain having an amino acid sequence as shown in SEQ ID NO: 2; or (ii) a heavy chain having an amino acid sequence as shown in SEQ ID NO: 11 and a light chain having an amino acid sequence as shown in SEQ ID NO: 12. (i) a heavy chain having an amino acid sequence as shown in SEQ ID NO: 1 and a light chain having an amino acid sequence as shown in SEQ ID NO: 2; or (ii) a heavy chain having an amino acid sequence as shown in SEQ ID NO: 11 and a light chain having an amino acid sequence as shown in SEQ ID NO: 12.
Method for joining by welding joining elements to components with the following steps: - providing a joining element, which comprises a first joining surface, and providing of a component, which comprises a second joining surface; - providing a joining device adapted to join the joining element to the component through arc welding; - preparing the first and/or second joining surface (26; 30); and - carrying out a joining process with the joining device, in which the joining element is joined to the component; wherein the preparing step comprises a plasma gas cleaning method characterized in that the plasma cleaning method consists of applying plasma to the component by means of a cleaning device separate and independent from the technology used to carry out the joining process, wherein the plasma cleaning method includes generating a non-transferable arc which is directed onto the joining surface and wherein the non-transferable arc is generated between a tungsten electrode and an anode surrounding the tungsten electrode, wherein the non-transferable arc generates a plasma when using a plasma gas, and wherein said plasma is directed onto the joining surface. - providing a joining element, which comprises a first joining surface, and providing of a component, which comprises a second joining surface; - providing a joining device adapted to join the joining element to the component through arc welding; - preparing the first and/or second joining surface (26; 30); and - carrying out a joining process with the joining device, in which the joining element is joined to the component; wherein the preparing step comprises a plasma gas cleaning method characterized in that the plasma cleaning method consists of applying plasma to the component by means of a cleaning device separate and independent from the technology used to carry out the joining process, wherein the plasma cleaning method includes generating a non-transferable arc which is directed onto the joining surface and wherein the non-transferable arc is generated between a tungsten electrode and an anode surrounding the tungsten electrode, wherein the non-transferable arc generates a plasma when using a plasma gas, and wherein said plasma is directed onto the joining surface. wherein the preparing step comprises a plasma gas cleaning method characterized in that the plasma cleaning method consists of applying plasma to the component by means of a cleaning device separate and independent from the technology used to carry out the joining process, wherein the plasma cleaning method includes generating a non-transferable arc which is directed onto the joining surface and wherein the non-transferable arc is generated between a tungsten electrode and an anode surrounding the tungsten electrode, wherein the non-transferable arc generates a plasma when using a plasma gas, and wherein said plasma is directed onto the joining surface.
A power tool, comprising: a motor; a power terminal configured to access a power supply of a battery pack; a detection module capable of detecting that a first circuit between the power terminal and the battery pack is in a power-on mode or a power-off mode; and a controller capable of controlling a second circuit between the power terminal and the motor to be in a power-on mode or a power-off mode; wherein the controller is configured to, when the detection module detects that the first circuit is switched from the power-on mode to the power-off mode, control the second circuit to be in the power-off mode within a first preset time, characterized in that, the first preset time is greater than or equal to a coast time of the motor, wherein the coast time is the period of time for which the motor does not stop rotating immediately but coasts under the action of inertia after the power supply is stopped. a motor; a power terminal configured to access a power supply of a battery pack; a detection module capable of detecting that a first circuit between the power terminal and the battery pack is in a power-on mode or a power-off mode; and a controller capable of controlling a second circuit between the power terminal and the motor to be in a power-on mode or a power-off mode; wherein the controller is configured to, when the detection module detects that the first circuit is switched from the power-on mode to the power-off mode, control the second circuit to be in the power-off mode within a first preset time, characterized in that, the first preset time is greater than or equal to a coast time of the motor, wherein the coast time is the period of time for which the motor does not stop rotating immediately but coasts under the action of inertia after the power supply is stopped.
A pneumatic tire having a tread portion, wherein the tread portion comprises a tread rubber forming a ground contacting surface, and a band layer disposed radially inside the tread rubber, the tread rubber is provided with a first circumferential groove extending continuously in the tire circumferential direction in the ground contacting surface, the band layer comprises band cords arranged substantially parallel to the tire circumferential direction, and a topping rubber covering the band cords, and the band cords are a hybrid cord in which a first filament and a second filament having an elastic modulus lower than that of the first filament are twisted together, characterized in that in a region radially inside the first circumferential groove, a maximum thickness t1 of the topping rubber on the radially outer side of the band cord is not more than 1.0 mm, a minimum distance d1 from the bottom of the first circumferential groove to the radially outer surface of the band layer is not more than 2.0 mm, a distance d2 in a tire normal direction from a groove edge of the first circumferential groove to the radially outer surface of the band layer is not more than 15.0 mm, and a sea ratio of the ground contacting surface of the tread portion is 15% to 50%, wherein the sea ratio is the ratio of the sum of the opening areas of all the grooves to the total area of the virtual ground contacting surface in such a state that all the grooves in the ground contacting surface of the tread rubber are filled up. the tread portion comprises a tread rubber forming a ground contacting surface, and a band layer disposed radially inside the tread rubber, the tread rubber is provided with a first circumferential groove extending continuously in the tire circumferential direction in the ground contacting surface, the band layer comprises band cords arranged substantially parallel to the tire circumferential direction, and a topping rubber covering the band cords, and the band cords are a hybrid cord in which a first filament and a second filament having an elastic modulus lower than that of the first filament are twisted together, characterized in that in a region radially inside the first circumferential groove, a maximum thickness t1 of the topping rubber on the radially outer side of the band cord is not more than 1.0 mm, a minimum distance d1 from the bottom of the first circumferential groove to the radially outer surface of the band layer is not more than 2.0 mm, a distance d2 in a tire normal direction from a groove edge of the first circumferential groove to the radially outer surface of the band layer is not more than 15.0 mm, and a sea ratio of the ground contacting surface of the tread portion is 15% to 50%, wherein the sea ratio is the ratio of the sum of the opening areas of all the grooves to the total area of the virtual ground contacting surface in such a state that all the grooves in the ground contacting surface of the tread rubber are filled up.
Capsule intended for receiving a substance in order to prepare a beverage when the capsule is inserted in a machine, such as a coffee machine or an infusing machine, in order to be held therein by a piston while the extraction liquid passes through the capsule and the substance contained therein after the pins of the piston pierce the base, which pins are distributed in a circle centred on the axis of the housing of the capsule, and therefore of the capsule, the capsule having a base and a lateral wall which is generally inscribed in a conical frustum, and a rim which receives a seal after the capsule has been loaded with the substance, the generally frustoconical lateral wall having a cylindrical wall beneath the rim and a bottom cylinder close to the base, which cylinder is joined to the conical wall by a conical interface and to the base by a bottom cone, said capsule being characterised in that the flat base has a circular inner groove centred on the axis (xx) of the capsule and corresponding to the circle in which the pins of the piston of the extraction machine are arranged, said groove forming a local reduction in the thickness of the base, leaving only a web of material.
An applicator comprising a cylindrical sleeve and a plunger, both of which extend along a common longitudinal axis, wherein the sleeve comprises a first end side and a second end side, which is located opposite the first end side, wherein, at the second end side, a cylindrical first section is formed on the inner side of the sleeve, by which the sleeve can be arranged on a cylindrical container, wherein the first section is followed by a cylindrical second section, in which a complementary cylindrical piston of the plunger is arranged in a displaceable manner, wherein a channel is provided, which extends through the entire plunger along the longitudinal axis, wherein at the first end side, a cylindrical third section is formed on the inner side of the sleeve, in which a complementary cylindrical shaft of the plunger is arranged in a displaceable manner, wherein the shaft and the piston are jointly formed in one piece with one another, wherein the piston is arranged adjoining an end region of the shaft, wherein the piston comprises a circumferential lateral surface and a bottom, wherein the bottom is arranged on the side of the piston opposite the shaft, wherein the bottom of the piston is designed to taper conically inwards, and wherein the channel opens at the center of the bottom, characterized in that two or more piercing elements are provided at the edge of the piston-side opening of the channel, which are regularly or irregularly arranged at the edge of the piston-side opening of the channel, and which project from the bottom of the piston.