mhurhangee/ep-ind-claims huggingface dataset:
A computer-implemented method for training a model usable to compute an index of nociception (qNOX) related to a nociception effect during a general anesthesia procedure, the method comprising: obtaining, during a training phase separate from an actual use of the model during an anesthesia procedure, clinical data relating to a multiplicity of previous anesthesia procedures, deriving training data from said clinical data, deriving reference data from said clinical data, and training said model using said training data as input data to the model and said reference data as output data to the model, wherein said training includes adjusting the model according to the training data and the reference data, characterized in that the reference data is derived from the clinical data using an equation, RD = a ⋅ f 1 CeRemi + b ⋅ qCON + f 3 Resp including a mathematical term a·f1(CeRemi) whose value is non-linearly variable as a function of a concentration value relating to a drug concentration in a patient during an anesthesia procedure, wherein said function of the concentration value is an exponential function, causing low values of the concentration value to substantially increase the value of the reference data, wherein a is a coefficient, and f1 defines said function, and CeRemi is said concentration value, wherein b is a coefficient, qCON is an index of consciousness, f3 is a function and Resp is a patient response parameter and wherein said model mathematical includes a set of coefficients for computing said index of nociception (qNOX) from input data derived from an encephalography signal, wherein during said training the coefficients are adjusted to define the model. obtaining, during a training phase separate from an actual use of the model during an anesthesia procedure, clinical data relating to a multiplicity of previous anesthesia procedures, deriving training data from said clinical data, deriving reference data from said clinical data, and training said model using said training data as input data to the model and said reference data as output data to the model, wherein said training includes adjusting the model according to the training data and the reference data, that the reference data is derived from the clinical data using an equation, RD = a ⋅ f 1 CeRemi + b ⋅ qCON + f 3 Resp including a mathematical term a·f1(CeRemi) whose value is non-linearly variable as a function of a concentration value relating to a drug concentration in a patient during an anesthesia procedure, wherein said function of the concentration value is an exponential function, causing low values of the concentration value to substantially increase the value of the reference data, wherein a is a coefficient, and f1 defines said function, and CeRemi is said concentration value, wherein b is a coefficient, qCON is an index of consciousness, f3 is a function and Resp is a patient response parameter and wherein said model mathematical includes a set of coefficients for computing said index of nociception (qNOX) from input data derived from an encephalography signal, wherein during said training the coefficients are adjusted to define the model.
A cooling apparatus for cooling a heat emission device (91, 92), comprising: a cooling liquid passage for passing a cooling liquid therethrough, the cooling liquid passage having a plurality of cooling fins; the cooling fins having recesses defined therein at positions corresponding to at least a center of the heat emission device (91, 92) in a flow direction of the cooling liquid, the recesses defining a chamber in the cooling liquid passage, characterized in that a height (Hc) of the chamber is greater than a height (Hf) of the cooling fins. a cooling liquid passage for passing a cooling liquid therethrough, the cooling liquid passage having a plurality of cooling fins; the cooling fins having recesses defined therein at positions corresponding to at least a center of the heat emission device (91, 92) in a flow direction of the cooling liquid, the recesses defining a chamber in the cooling liquid passage, characterized in that a height (Hc) of the chamber is greater than a height (Hf) of the cooling fins.
Medical product (10, 30), for use in the treatment or management of hernias, prolapses, urinary incontinence and/or dyspareunia in man and/or animal, comprising at least one textile fabric (31, 35) having a textile ground structure (12, 32, 34) and thread structures (14, 36), wherein free ends of the thread structures (14, 36) protrude from the textile ground structure (12, 32, 34) and at least some of the thread structures (14, 36) are tied pairwise into the textile ground structure (12, 32, 34) in the form of at least one interloop, characterised in that the at least one interloop is configured as pillar, tricot, atlas, cord, filet and/or velvet stitch.
A run-flat tire comprising: a pair of post-cure run-flat inserts (218, 220), each of the pair of post-cure run-flat inserts (218, 220) being disposed within an inner tire region and having a circular cross-section (250, 252) characterized in that: each of the pair of post-cure run-flat inserts (218, 220) is: disposed between a shoulder region (242, 244) and a respective upper sidewall region (246, 248) of the tire; extends 360 degrees about a rotational axis of the tire; and is secured to a radially inner surface of an inner liner during a normal inflation condition of the tire. a pair of post-cure run-flat inserts (218, 220), each of the pair of post-cure run-flat inserts (218, 220) being disposed within an inner tire region and having a circular cross-section (250, 252) characterized in that: each of the pair of post-cure run-flat inserts (218, 220) is: disposed between a shoulder region (242, 244) and a respective upper sidewall region (246, 248) of the tire; extends 360 degrees about a rotational axis of the tire; and is secured to a radially inner surface of an inner liner during a normal inflation condition of the tire. disposed between a shoulder region (242, 244) and a respective upper sidewall region (246, 248) of the tire; extends 360 degrees about a rotational axis of the tire; and is secured to a radially inner surface of an inner liner during a normal inflation condition of the tire.
An organic electroluminescent device comprising: an anode; a cathode; a light emitting layer provided between the anode and the cathode; a first organic material layer associated with the anode and doped with a p-type dopant; and a second organic material layer associated with the cathode and doped with a p-type dopant, characterized in that a content of the p-type dopant of the first organic material layer is 50% by weight or more and less than 100% by weight in the first organic material layer. an anode; a cathode; a light emitting layer provided between the anode and the cathode; a first organic material layer associated with the anode and doped with a p-type dopant; and a second organic material layer associated with the cathode and doped with a p-type dopant,
A vacuum thermal insulating material that has a core material enclosed in a gas barrier container whose inside is decompressed to be a predetermined degree of vacuum, wherein the core material is a laminated structure in which one sheet-shaped multiple fibrous assembly is wound from an inner circumference to an outer circumference in succession, the sheet-shaped multiple fibrous assembly has a plurality of sheet-shaped long fiber organic fibrous assemblies (10a-10d) arranged in parallel and has joint sections, and the joint sections of the sheet-shaped multiple fibrous assembly are shifted in the width direction so as not to be vertically overlapped, the sheet-shaped multiple fibrous assembly being laminated in a roll fashion.
A vehicle with a driver's cab comprising a driver unit with a vertically suspended floor structure including means for vehicle steering control, means for vehicle speed control and a driver's seat, wherein the cab is provided with a deformation zone behind the driver unit for absorbing force in case of a frontal collision, characterized in that a horizontal beam belonging to the cab frame structure is positioned in front of the driver unit, and that means are provided for positive locking the beam to the driver unit in case a frontal collision causes the beam to contact the driver unit.
Optical node comprising: an input port suitable for receiving a WDM input signal comprising a plurality of data channels (λ 1 -λ n) carrying data packets, and a control channel (λ c) carrying control packets, characterised in that the data channels (λ 1 -λ n) as well as the control channel (λ c) are structured into equidistant timeslots, synchronized over all channels, each data channel carrying one data packet per timeslot, the control packet carried on the control channel on time slot t i encapsulating a packet header for each data packet carried on one of the data channels on time slot t i+k, wherein k ≥ 1, a controller being configured for disassembling the control packet carried on the control channel on time slot t i, and for disassembling the data packets carried on the data channel on time slot t i+k in function of the packet headers encapsulated in the control packet carried on the control channel on time slot t i. an input port suitable for receiving a WDM input signal comprising a plurality of data channels (λ 1 -λ n) carrying data packets, and a control channel (λ c) carrying control packets, characterised in that the data channels (λ 1 -λ n) as well as the control channel (λ c) are structured into equidistant timeslots, synchronized over all channels, each data channel carrying one data packet per timeslot, the control packet carried on the control channel on time slot t i encapsulating a packet header for each data packet carried on one of the data channels on time slot t i+k, wherein k ≥ 1, a controller being configured for disassembling the control packet carried on the control channel on time slot t i, and for disassembling the data packets carried on the data channel on time slot t i+k in function of the packet headers encapsulated in the control packet carried on the control channel on time slot t i.
A low-power device, comprising: a clock path for propagating a clock signal, wherein the clock path includes a plurality of transistors; a clock source configured to generate the clock signal, the clock signal having a high state corresponding to a high voltage that is above threshold voltages of the transistors in the clock path; a data path for propagating a data signal, wherein the data path includes a plurality of transistors; a data source configured to generate the data signal, the data signal having a high state corresponding to a low voltage that is below threshold voltages of the transistors in the data path; and a flop configured to receive the clock signal from the clock path, to receive the data signal from the data path, and to latch the data signal using the clock signal; wherein the clock signal has a voltage swing between the high voltage and the low voltage, and wherein the high and low voltages are the maximum and minimum voltage values of the clock signal, respectively. a clock path for propagating a clock signal, wherein the clock path includes a plurality of transistors; a clock source configured to generate the clock signal, the clock signal having a high state corresponding to a high voltage that is above threshold voltages of the transistors in the clock path; a data path for propagating a data signal, wherein the data path includes a plurality of transistors; a data source configured to generate the data signal, the data signal having a high state corresponding to a low voltage that is below threshold voltages of the transistors in the data path; and a flop configured to receive the clock signal from the clock path, to receive the data signal from the data path, and to latch the data signal using the clock signal; wherein the clock signal has a voltage swing between the high voltage and the low voltage, and wherein the high and low voltages are the maximum and minimum voltage values of the clock signal, respectively.
Generator unit configured to harvest energy when being attached at a single point of contact to an object in motion, said generator unit comprising: - a support comprising one connection member configured to attach and to provide a single point of contact to an object, - at least a first body and a second body supported by the support and configured to move relatively to each other and with a varying field spatially in between, either the first or the second body (3,9) comprising at least one electricity generating member of a piezoelectric, an electromagnetic, an electrostatic, or a electrostrictive type, configured to produce electricity when mechanically deformed or moved and with a field engagement part configured to move in the varying field when the first and second bodies (3,9) move relatively to each other and generate a varying mechanical deformation or movement of the electricity generating member and with no mechanical contact between the varying field and the field engagement part, characterised in that the first body is configured as a disc with a centre for receiving a bearing to be attached to the support having a sequence of permanent magnets placed in the periphery of the disc, the first body facing the second body also formed as a disc having an adjustable distance between them. - a support comprising one connection member configured to attach and to provide a single point of contact to an object, - at least a first body and a second body supported by the support and configured to move relatively to each other and with a varying field spatially in between, either the first or the second body (3,9) comprising at least one electricity generating member of a piezoelectric, an electromagnetic, an electrostatic, or a electrostrictive type, configured to produce electricity when mechanically deformed or moved and with a field engagement part configured to move in the varying field when the first and second bodies (3,9) move relatively to each other and generate a varying mechanical deformation or movement of the electricity generating member and with no mechanical contact between the varying field and the field engagement part, characterised in that the first body is configured as a disc with a centre for receiving a bearing to be attached to the support having a sequence of permanent magnets placed in the periphery of the disc, the first body facing the second body also formed as a disc having an adjustable distance between them.
An in vitro method for diagnosing an ectatic disease of the cornea in a subject which comprises: a) determining the expression level of TLR2 and/or TLR4 in a sample from said subject; and b) comparing said expression level with a reference value wherein, if the expression level of TLR2 and/or TLR4 is higher than said reference value is indicative that the subject suffers from an ectatic disease of the cornea. a) determining the expression level of TLR2 and/or TLR4 in a sample from said subject; and b) comparing said expression level with a reference value
Method for processing at least one container in a container processing plant, comprising the steps of: receiving an order, and marking at least one container with a marking on the basis of the received order; detecting the marking of the at least one container; selecting a labelling device (46, 47) from a plurality of labelling devices of the container processing plant or a labelling unit (34; 35; 36) from a plurality of labelling units of a labelling device of the container processing plant on the basis of the detected marking; and labelling the at least one container on the basis of the selection of labelling device or labelling unit (34; 35; 36); wherein the marking is an electronic marking and/or a physical marking and/or a chemical marking; and wherein a physical marking and/or chemical marking of the at least one container comprises applying a marker on a surface of the container and/or in a container wall. receiving an order, and marking at least one container with a marking on the basis of the received order; detecting the marking of the at least one container; selecting a labelling device (46, 47) from a plurality of labelling devices of the container processing plant or a labelling unit (34; 35; 36) from a plurality of labelling units of a labelling device of the container processing plant on the basis of the detected marking; and labelling the at least one container on the basis of the selection of labelling device or labelling unit (34; 35; 36); wherein the marking is an electronic marking and/or a physical marking and/or a chemical marking; and wherein a physical marking and/or chemical marking of the at least one container comprises applying a marker on a surface of the container and/or in a container wall.
A method of producing a porous polymer blend comprising: forming a liquid composition comprising at least two immiscible polymers dissolved in at least one common solvent; subjecting the liquid composition to a reduction in temperature to cause the at least two immiscible polymers to phase separate into a common polymer rich phase and a common polymer poor phase, wherein the temperature is reduced such that at least 50% by volume of the liquid composition undergoes spinodal decomposition; solidifying the at least two immiscible polymers in the common polymer rich phase so as to avoid complete phase separation of the at least two immiscible polymers; and removing the common polymer poor phase to provide a blend of the at least two immiscible polymers having a porous morphology. forming a liquid composition comprising at least two immiscible polymers dissolved in at least one common solvent; subjecting the liquid composition to a reduction in temperature to cause the at least two immiscible polymers to phase separate into a common polymer rich phase and a common polymer poor phase, wherein the temperature is reduced such that at least 50% by volume of the liquid composition undergoes spinodal decomposition; solidifying the at least two immiscible polymers in the common polymer rich phase so as to avoid complete phase separation of the at least two immiscible polymers; and removing the common polymer poor phase to provide a blend of the at least two immiscible polymers having a porous morphology.
A spacer rod intended to be positioned between a rear form panel and a front form panel positioned opposite each other for the form of a wall, the spacer rod being intended to be introduced at least into a rear passage orifice of the rear form panel, the rear passage orifice having a rear passage diameter, the spacer rod comprising: - a body, extending longitudinally along an axis, comprising a rear end and a front end, - a protective member (2, 2'), mounted externally on the body, comprising a casing extending longitudinally along the axis, said spacer rod being characterised in that said casing defines a rear end intended to come into contact with a rear formwork face of the rear form panel and a front end intended to come into contact with a front formwork face of the front form panel, the casing being made of a flexible material so as to be radially extensible with respect to said axis between a constricted position (Pa) defining a constricted diameter (Da), smaller than the rear passage diameter, and a deployed position (Pb) defining a deployed diameter (Db), greater than the rear passage diameter. - a body, extending longitudinally along an axis, comprising a rear end and a front end, - a protective member (2, 2'), mounted externally on the body, comprising a casing extending longitudinally along the axis,
An air conditioner comprising a plurality of indoor units (10a, 10b, 10c), each of which includes at least an indoor expansion valve (9a, 9b, 9c), an indoor heat exchanger (7a, 7b, 7c), and a heat exchanger refrigerant outlet temperature sensor (34a, 34b, 34c) for detecting a refrigerant outlet temperature of the indoor heat exchanger (7a, 7b, 7c), an outdoor unit (6a, 6b) connected to the indoor units (10a, 10b, 10c) via a liquid piping and a gas piping, and a control unit (20a, 20b) configured to control an opening degree of the indoor expansion valve (9a, 9b, 9c), wherein the control unit (20a, 20b) calculates an average value of the refrigerant outlet temperatures detected by the heat exchanger refrigerant outlet temperature sensors (34a, 34b, 34c) for the indoor units (10a, 10b, 10c) in running during warming operation, obtains a temperature difference between the average refrigerant outlet temperature and each of the refrigerant outlet temperatures of the indoor heat exchangers (7a, 7b, 7c) for the respective indoor units (10a, 10b, 10c) in running, and controls the opening degree of each of the indoor expansion valves (9a, 9b, 9c) for the respective indoor units (10a, 10b, 10c) in running so that the obtained temperature difference is brought to be within a predetermined target temperature difference range, wherein in response to a determination that the temperature difference is within the target temperature difference range, the control unit (20a, 20b) increases or decreases the opening degree of the indoor expansion valve (9a, 9b, 9c) based on an indoor load in a room where the indoor unit (10a, 10b, 10c) is installed, wherein the indoor unit (10a, 10b, 10c) includes an indoor draw-in temperature sensor (32a, 32b, 32c) for detecting a temperature of air drawn by the indoor heat exchanger (7a, 7b, 7c), and an indoor blow-off temperature sensor (33a, 33b, 33c) for detecting a temperature of air blown from the indoor heat exchanger (7a, 7b, 7c); and in response to a determination that the temperature difference is within the target temperature difference range, the control unit (20a, 20b) controls the opening degree of the indoor expansion valve (9a, 9b, 9c) based on a so called second temperature difference between an indoor draw-in temperature detected by the indoor draw-in temperature sensor (32a, 32b, 32c) as the indoor load, and an indoor blow-off temperature detected by the indoor blow-off temperature sensor (33a, 33b, 33c).
Load carrier for a vehicle, in particular a car, with a support base (11; 11f-11h) on which is movably mounted by means of a bearing assembly (23a-23h) at least one load carrying part (22a-22h) for the carrying of a load, wherein the load carrier has a powered, in particular electrical or fluidic, load carrying part drive (24a-24h), switchable through a load carrying part drive switch, for adjusting the load carrying part or parts (22a-22h) relative to the support base (11; 11f-11h), wherein it has at least one holding fixture with a holding element, wherein the holding fixture in a holding position holds the load carrying part or parts (22a-22h) in at least one position relative to the support base (11; 11f-11h), and in a released position releases the load carrying part or parts (22a-22h) for adjustment relative to the support base (11; 11f-11h), characterised in that the holding fixture has an electrical or fluidic holding drive, switchable by the load carrying part drive switch and/or a holding drive switch for shifting the holding element or elements into the holding position and/or the released position, and/or - that it has a control unit which repeatedly supplies the load carrying part drive (24a-24h) with power, in particular energises it, for shifting the load carrying part or parts (22a-22h) into an end position periodically depending on an initial actuation by the load carrying part drive switch into the position or positions. - that it has a control unit which repeatedly supplies the load carrying part drive (24a-24h) with power, in particular energises it, for shifting the load carrying part or parts (22a-22h) into an end position periodically depending on an initial actuation by the load carrying part drive switch into the position or positions.