mhurhangee/patent-ind-claim-en huggingface dataset:
A computer-implemented method for providing a prediction of a medical target variable, the method comprising - Receiving (RD) medical imaging data of an examination area (N), the examination area (N) comprising a plurality of lesions (L1, L2, L3) of an anatomical structure (A), wherein each lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure (A) is spaced apart from any other lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure (A), - Calculating (CS) 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 (A), - Calculating (CP) the prediction of the medical target variable based on the spread parameter, - Providing (PP) 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 (RD) medical imaging data of an examination area (N), the examination area (N) comprising a plurality of lesions (L1, L2, L3) of an anatomical structure (A), wherein each lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure (A) is spaced apart from any other lesion of the plurality of lesions (L1, L2, L3) of the anatomical structure (A), - Calculating (CS) 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 (A), - Calculating (CP) the prediction of the medical target variable based on the spread parameter, - Providing (PP) 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 all-solid-state lithium ion secondary battery, wherein an anode comprises anode active material particles, an electroconductive material and a solid electrolyte; wherein the anode active material particles comprise at least one active material selected from the group consisting of elemental silicon and SiO; wherein a BET specific surface area of said anode active material particles is 1.9 m 2 /g or more and 14.2 m 2 /g or less; wherein a value obtained by dividing, by said BET specific surface area, a volume percentage (%) of the electroconductive material when a volume of the anode is determined as 100 volume%, is 0.12 or more and 6.03 or less; and wherein a median diameter D50 of the anode active material particles is 0.1 μm or more and 6.0 μm or less; wherein the volume percentage of each material in the anode is a value calculated from the true density of the material, wherein in the calculation of the volume percentage, spaces in the anode are not taken into account; wherein the median diameter D50 of the anode active material particles is measured by a dynamic light scattering (DLS) particle size distribution measuring machine. wherein an anode comprises anode active material particles, an electroconductive material and a solid electrolyte; wherein the anode active material particles comprise at least one active material selected from the group consisting of elemental silicon and SiO; wherein a BET specific surface area of said anode active material particles is 1.9 m 2 /g or more and 14.2 m 2 /g or less; wherein a value obtained by dividing, by said BET specific surface area, a volume percentage (%) of the electroconductive material when a volume of the anode is determined as 100 volume%, is 0.12 or more and 6.03 or less; and wherein a median diameter D50 of the anode active material particles is 0.1 μm or more and 6.0 μm or less; wherein the volume percentage of each material in the anode is a value calculated from the true density of the material, wherein in the calculation of the volume percentage, spaces in the anode are not taken into account; wherein the median diameter D50 of the anode active material particles is measured by a dynamic light scattering (DLS) particle size distribution measuring machine.
Method for the production of a sheet of a material containing alkaloids, the method comprising the steps of: - providing a slurry including a material containing alkaloids, an aerosol former and water; - extruding the slurry ; - collecting the extruded slurry in a tank having a plurality of outlets ; - providing more than one substrate sheet including fibres; - supplying slurry from the plurality of outlets so as to form a plurality of strips of slurry on the more than one substrate sheet including fibres, to form more than one sheet of material containing alkaloids. - providing a slurry including a material containing alkaloids, an aerosol former and water; - extruding the slurry ; - collecting the extruded slurry in a tank having a plurality of outlets ; - providing more than one substrate sheet including fibres; - supplying slurry from the plurality of outlets so as to form a plurality of strips of slurry on the more than one substrate sheet including fibres, to form more than one sheet of material containing alkaloids.
Process for preparing a diesel fuel composition wherein the process comprises the steps of: (i) blending 2 mass% to 30 mass%, by mass of the diesel fuel composition, of Fischer-Tropsch derived kerosene, with 2 mass% to 20 mass%, by mass of the diesel fuel composition, of Fischer-Tropsch derived base oil to form a kerosene-based fuel blend, wherein the Fischer-Tropsch derived kerosene has a kinematic viscosity at 40°C of 1.5 mm 2 /s or less and a density of 810 kg/m 3 or less, wherein the Fischer-Tropsch derived kerosene consists of at least 95% w/w of paraffinic components, and wherein the Fischer-Tropsch derived kerosene comprises no more than 1% w/w of cycloparaffins and no more than 1% w/w of olefins, by weight of the Fischer-Tropsch derived kerosene, and wherein the Fischer-Tropsch derived base oil has a kinematic viscosity at 40°C of 7.5 mm 2 /s or greater and a density of 790 kg/m 3 or greater, wherein the Fischer-Tropsch derived base oil consists of at least 95% w/w of paraffinic components, and wherein the Fischer-Tropsch derived base oil comprises no more than 1% w/w of cycloparaffins and no more than 1% w/w of olefins, by weight of the Fischer-Tropsch derived base oil; and (ii) blending the kerosene-based fuel blend produced in step (i) with a diesel base fuel to produce a diesel fuel composition. (i) blending 2 mass% to 30 mass%, by mass of the diesel fuel composition, of Fischer-Tropsch derived kerosene, with 2 mass% to 20 mass%, by mass of the diesel fuel composition, of Fischer-Tropsch derived base oil to form a kerosene-based fuel blend, wherein the Fischer-Tropsch derived kerosene has a kinematic viscosity at 40°C of 1.5 mm 2 /s or less and a density of 810 kg/m 3 or less, wherein the Fischer-Tropsch derived kerosene consists of at least 95% w/w of paraffinic components, and wherein the Fischer-Tropsch derived kerosene comprises no more than 1% w/w of cycloparaffins and no more than 1% w/w of olefins, by weight of the Fischer-Tropsch derived kerosene, and wherein the Fischer-Tropsch derived base oil has a kinematic viscosity at 40°C of 7.5 mm 2 /s or greater and a density of 790 kg/m 3 or greater, wherein the Fischer-Tropsch derived base oil consists of at least 95% w/w of paraffinic components, and wherein the Fischer-Tropsch derived base oil comprises no more than 1% w/w of cycloparaffins and no more than 1% w/w of olefins, by weight of the Fischer-Tropsch derived base oil; and (ii) blending the kerosene-based fuel blend produced in step (i) with a diesel base fuel to produce a diesel fuel composition.
A heat engine , comprising: a stator defining a circumference ; a rotor rotatable about an axis of rotation (A-A), the rotor being connected to a shaft and defining a main body , wherein the main body defines a first passageway , wherein the stator surrounds an outermost circumferential surface of the rotor; a plurality of first magnet arrays , each array comprising a plurality of first discrete magnets arranged around the circumference of the stator in a first magnetic pattern; a first piston including a plurality of first magnetic elements , the first piston is oriented within the first passageway of the rotor in a direction that is either substantially perpendicular to the axis of rotation (A-A) of the rotor or substantially parallel to the axis (A-A) of the rotor, wherein the first piston and the first passageway of the rotor define a piston-cylinder assembly, wherein the plurality of first discrete magnets of the first magnet arrays are arranged to vary in position between one another in a direction that is either substantially perpendicular to the axis of rotation (A-A) of the rotor or substantially parallel to the axis of rotation of the rotor, so as to interact with the magnetic elements of the first piston to create a first magnetic force required to actuate the first piston within the first passageway as the rotor rotates about the axis of rotation (A-A). a stator defining a circumference ; a rotor rotatable about an axis of rotation (A-A), the rotor being connected to a shaft and defining a main body , wherein the main body defines a first passageway , wherein the stator surrounds an outermost circumferential surface of the rotor; a plurality of first magnet arrays , each array comprising a plurality of first discrete magnets arranged around the circumference of the stator in a first magnetic pattern; a first piston including a plurality of first magnetic elements , the first piston is oriented within the first passageway of the rotor in a direction that is either substantially perpendicular to the axis of rotation (A-A) of the rotor or substantially parallel to the axis (A-A) of the rotor, wherein the first piston and the first passageway of the rotor define a piston-cylinder assembly, wherein the plurality of first discrete magnets of the first magnet arrays are arranged to vary in position between one another in a direction that is either substantially perpendicular to the axis of rotation (A-A) of the rotor or substantially parallel to the axis of rotation of the rotor, so as to interact with the magnetic elements of the first piston to create a first magnetic force required to actuate the first piston within the first passageway as the rotor rotates about the axis of rotation (A-A).
A valve device comprising: a valve main body having a valve chamber in which a valve body is arranged, an inflow outlet and a communication hole communicating the valve chamber and the inflow outlet ; and a rectification member arranged in the communication hole , wherein: the communication hole has a bent portion in which a center line of the communication hole is bent, the rectification member is arranged in the bent portion and has a corner portion formed by an inner circumferential surface bent or curved at an angle larger than an angle of the bent portion , at least two bent portions are provided, the two bent portions are continuously arranged, and the rectification member is arranged across the two bent portions , characterized in that the valve main body has a recess , the rectification member has a fitting portion , and the valve device further comprises a whirl-stop member to be fitted to the fitting portion and inserted into the recess , wherein the whirl-stop member is a member that fixes the rectification member to prevent the rectification member from rotating. a valve main body having a valve chamber in which a valve body is arranged, an inflow outlet and a communication hole communicating the valve chamber and the inflow outlet ; and a rectification member arranged in the communication hole , wherein: the communication hole has a bent portion in which a center line of the communication hole is bent, the rectification member is arranged in the bent portion and has a corner portion formed by an inner circumferential surface bent or curved at an angle larger than an angle of the bent portion , at least two bent portions are provided, the two bent portions are continuously arranged, and the rectification member is arranged across the two bent portions , characterized in that the valve main body has a recess , the rectification member has a fitting portion , and the valve device further comprises a whirl-stop member to be fitted to the fitting portion and inserted into the recess , wherein the whirl-stop member is a member that fixes the rectification member to prevent the rectification member from rotating. the communication hole has a bent portion in which a center line of the communication hole is bent, the rectification member is arranged in the bent portion and has a corner portion formed by an inner circumferential surface bent or curved at an angle larger than an angle of the bent portion , at least two bent portions are provided, the two bent portions are continuously arranged, and the rectification member is arranged across the two bent portions , characterized in that the valve main body has a recess , the rectification member has a fitting portion , and the valve device further comprises a whirl-stop member to be fitted to the fitting portion and inserted into the recess , wherein the whirl-stop member is a member that fixes the rectification member to prevent the rectification member from rotating.
A portable lock apparatus, comprising: a lock having at least locked and unlocked states, the lock operable to provide physical resistance to being unlocked when in the locked state, the lock included a shackle , lockbar , at least one locking pin , at least one spring , an actuator and a rotatable latch , wherein the locking pin can compress the spring when loaded with a force from a user when inserting the shackle into the lockbar and the rotatable latch can move into an engaged state to cause the locked state in which the shackle is engaged at least partially within the lockbar, wherein the at least one spring operates independently of and is not in contact with the rotatable latch, and wherein the actuator is operable to move the rotatable latch from the locked state to the unlocked state in response to a signal, wherein the rotatable latch need not overcome a force from the spring to move from the locked to the unlocked state; and a controller configured to control the actuator and to receive the signal over a wireless connection from one or more devices external to the lock apparatus; wherein the portable lock apparatus is self-contained such that the lock, actuator, and controller are components of the portable lock apparatus; and wherein the portable lock apparatus is portable. a lock having at least locked and unlocked states, the lock operable to provide physical resistance to being unlocked when in the locked state, the lock included a shackle , lockbar , at least one locking pin , at least one spring , an actuator and a rotatable latch , wherein the locking pin can compress the spring when loaded with a force from a user when inserting the shackle into the lockbar and the rotatable latch can move into an engaged state to cause the locked state in which the shackle is engaged at least partially within the lockbar, wherein the at least one spring operates independently of and is not in contact with the rotatable latch, and wherein the actuator is operable to move the rotatable latch from the locked state to the unlocked state in response to a signal, wherein the rotatable latch need not overcome a force from the spring to move from the locked to the unlocked state; and a controller configured to control the actuator and to receive the signal over a wireless connection from one or more devices external to the lock apparatus; wherein the portable lock apparatus is self-contained such that the lock, actuator, and controller are components of the portable lock apparatus; and wherein the portable lock apparatus is portable.
A method, performed by a computer, for volumetrically determining a mid-sagittal plane, MSP, from a plurality of magnetic resonance, MR, images of a brain, the method comprising: receiving the plurality of MR images ; converting the plurality of MR images into a 3D volume image defined in a 3D coordinate space; performing semantic segmentation of an anterior commissure, AC, region, a posterior commissure, PC, region, and a third ventricle region in the 3D volume image based on a pre-trained segmentation model to generate a 3D mask image labeled with the AC region, the PC region, and the third ventricle region; constructing a 3D volumetric image of the segmented third ventricle region based on the labeled 3D mask image ; and determining the MSP based on the 3D volumetric image of the third ventricle region, characterized by the fact that determining the MSP comprises: sequentially dividing the 3D volumetric image of the third ventricle region by a plurality of candidate planes starting from a skeleton of the 3D volumetric image of the third ventricle region until one of the plurality of candidate planes is determined to symmetrically divide the 3D volumetric image of the third ventricle region; and designating the one of the plurality of candidate planes as the MSP. receiving the plurality of MR images ; converting the plurality of MR images into a 3D volume image defined in a 3D coordinate space; performing semantic segmentation of an anterior commissure, AC, region, a posterior commissure, PC, region, and a third ventricle region in the 3D volume image based on a pre-trained segmentation model to generate a 3D mask image labeled with the AC region, the PC region, and the third ventricle region; constructing a 3D volumetric image of the segmented third ventricle region based on the labeled 3D mask image ; and determining the MSP based on the 3D volumetric image of the third ventricle region, characterized by the fact that determining the MSP comprises: sequentially dividing the 3D volumetric image of the third ventricle region by a plurality of candidate planes starting from a skeleton of the 3D volumetric image of the third ventricle region until one of the plurality of candidate planes is determined to symmetrically divide the 3D volumetric image of the third ventricle region; and designating the one of the plurality of candidate planes as the MSP. sequentially dividing the 3D volumetric image of the third ventricle region by a plurality of candidate planes starting from a skeleton of the 3D volumetric image of the third ventricle region until one of the plurality of candidate planes is determined to symmetrically divide the 3D volumetric image of the third ventricle region; and designating the one of the plurality of candidate planes as the MSP.
A refrigerating unit for transportation comprising: a refrigerating device which is adapted to be attached to a front surface of a van body and includes a condenser and a condenser fan configured to discharge air which has passed through the condenser ; a control device configured to control the refrigerating device ; a control box which includes a heat radiating fin for cooling the control device on an outer surface of the control box and houses the control device; and an air guide passage through which outside air is guided to the heat radiating fin and outside air which has passed through the heat radiating fin is guided to an intake side of the condenser fan , characterized in that the control box is disposed on an upper surface of the refrigeration device , wherein a recessed portion which is recessed upward along the control device is formed on a lower surface of the control box , wherein the heat radiating fin is disposed in the recessed portion and wherein the recessed portion constitutes a portion of the air guide passage . a refrigerating device which is adapted to be attached to a front surface of a van body and includes a condenser and a condenser fan configured to discharge air which has passed through the condenser ; a control device configured to control the refrigerating device ; a control box which includes a heat radiating fin for cooling the control device on an outer surface of the control box and houses the control device; and an air guide passage through which outside air is guided to the heat radiating fin and outside air which has passed through the heat radiating fin is guided to an intake side of the condenser fan , characterized in that the control box is disposed on an upper surface of the refrigeration device , wherein a recessed portion which is recessed upward along the control device is formed on a lower surface of the control box , wherein the heat radiating fin is disposed in the recessed portion and wherein the recessed portion constitutes a portion of the air guide passage .
A method for improving the ultraviolet transmittance of ethylene glycol, the method using an ethylene glycol solution and hydrogen as starting materials, characterized in that the method uses a metal alloy catalyst; the metal alloy catalyst comprises nickel, one or more rare earth element, tin and aluminum, the contents of the components in parts by weight being 10 - 90 parts, 1 - 5 parts, 1 - 60 parts and 5 - 9 parts respectively.
A hydraulic circuit for operating an aircraft landing gear comprising: - a general valve for admitting a supply pressure into the circuit; - distributors for supplying undercarriages and/or landing gear doors operating actuators or release actuators for hooks maintaining the undercarriages and/or the doors in the retracted position; - a depressurization valve (102; 202) for, in an open position, allowing the selective distribution of supply pressure to an extension chamber or a retraction chamber of each actuator by the distributors, and, in a depressurization position, forcing the return of a retraction chamber of each operating cylinder; characterized in that the depressurization valve is returned (105; 205) in a stable manner to the depressurization position, and is moved into the open position only in response to the presence of supply pressure downstream of the general valve. - a general valve for admitting a supply pressure into the circuit; - distributors for supplying undercarriages and/or landing gear doors operating actuators or release actuators for hooks maintaining the undercarriages and/or the doors in the retracted position; - a depressurization valve (102; 202) for, in an open position, allowing the selective distribution of supply pressure to an extension chamber or a retraction chamber of each actuator by the distributors, and, in a depressurization position, forcing the return of a retraction chamber of each operating cylinder;