Abstract: A method for training a machine learning model includes obtaining a set of training samples. For each training sample in the set of training samples, during each of one or more training iterations, the method includes cropping the training sample to generate a first cropped image, cropping the training sample to generate a second cropped image that is different than the first cropped image, and duplicating a first portion of the second cropped image. The method also includes overlaying the duplicated first portion of the second cropped image on a second portion of the second cropped image to form an augmented second cropped image. The first portion is different than the second portion. The method also includes training the machine learning model with the first cropped image and the augmented second cropped image.

Abstract: Provided are a method for diagnosing cancer, a diagnosis kit and compositions useful for measurement of NK cell activity. The incidence of cancer may be diagnosed by monitoring changes in the in vivo immune system through measurement of NK cell activity in blood. Thus, the incidence of cancer may be readily predicted as described herein using a blood sample from a subject.

Abstract: Provided are a method for diagnosing cancer, a diagnosis kit and compositions useful for measurement of NK cell activity. The incidence of cancer may be diagnosed by monitoring changes in the in vivo immune system through measurement of NK cell activity in blood. Thus, the incidence of cancer may be readily predicted as described herein using a blood sample from a subject.

Abstract: A method of forming a stator winding including forming a first conductor having a first end, a second end, and a first plurality of end turns therebetween, the plurality of end turns having at least a first winding pitch, forming a second conductor having a first end portion, a second end portion, and a second plurality of end turns therebetween, the plurality of end turns having at least the first winding pitch, bending a first section of the first conductor at a select one of the plurality of end turns, overlaying the second conductor onto a second section of the first conductor, and unbending the first section of the first conductor such that a first portion of the second conductor is below the first section of the first conductor and a second portion of the second conductor is atop the second section of the first conductor forming a first conductor pair.

Abstract: A method of forming a stator winding including forming a first conductor having a first end, a second end, and a first plurality of end turns therebetween, the plurality of end turns having at least a first winding pitch, forming a second conductor having a first end portion, a second end portion, and a second plurality of end turns therebetween, the plurality of end turns having at least the first winding pitch, bending a first section of the first conductor at a select one of the plurality of end turns, overlaying the second conductor onto a second section of the first conductor, and unbending the first section of the first conductor such that a first portion of the second conductor is below the first section of the first conductor and a second portion of the second conductor is atop the second section of the first conductor forming a first conductor pair.

Abstract: Provided are a method for diagnosing cancer, a diagnosis kit and compositions useful for measurement of NK cell activity. The incidence of cancer may be diagnosed by monitoring changes in the in vivo immune system through measurement of NK cell activity in blood. Thus, the incidence of cancer may be readily predicted as described herein using a blood sample from a subject.

Abstract: This invention pertains to light emitting materials comprising novel ortho-metalated transition metal complexes [C?N]2ML, comprising chelate monoionic ligands (L), also called ancillary ligands. It has been surprisingly found that when the ancillary ligand comprises a substituted aromatic ring bearing a substituent possessing adequate electron-donating properties, said ligand (L) advantageously participates in the emission process, significantly shifting emission towards higher energies (blue-shift) and enabling appreciable improvement of the emission efficiency of complexes [C?N]2ML. Still objects of the invention are the use of said light emitting materials and organic light emitting device comprising said light emitting material.

Abstract: Provided is a polymer resin binder included in an inkjet ink for a color filter which is manufactured by polymerizing multiple types of functional monomer including: a monomer having an affinity for the pigment; a monomer having high mechanical strength; or a monomer having an affinity for a solvent, and contains an amine based organic material. Accordingly, the polymer resin, binder for forming inkjet ink for a color filter can improve a dispersion property and dispersion stability and an ejection property and ejection stability of inkjet ink.

Abstract: A load support apparatus for a cabin of heavy equipment is capable of overcoming the problems that a vibration absorption apparatus is very efficient for absorbing vibrations transferred from an upper frame to a cabin when heavy equipment runs or does work but is less efficient with respect to the left and right direction vibrations. The load support apparatus of a cabin of heavy equipment comprises a vibration prevention member which is engaged with an outer side of the cabin, a support bracket which is installed on an upper side of the upper frame and receives the vibration prevention member therein, and an elastic member which is installed between an outer side of the vibration prevention member and an inner side of the support bracket and absorbs the left and right direction vibrations which are transferred from the upper frame to the cabin.

Abstract: An operator protective structure for a construction machine is designed to prevent a heavy object or a cabin of the construction machine deformed during the overturning or a drop collision from injuring a body of the operator. An operator protective structure includes a front supporting frame provided with a pair of front supporting rods vertically installed on one end of the upper frame, a rear supporting frame provided with a plurality of rear supporting rods vertically installed on the other end of the upper frame to encompass the cabin, and a top supporting frame defined by a pair of top supporting rods extended from an upper end of the front supporting frame to an upper end of the rear supporting frame and provided with a plurality of auxiliary beams between the top supporting rods.

Abstract: A pulse transformer for transmitting and receiving signal is disclosed. In order to manufacture a second coil into windings containing a condenser component, the pulse transformer for transmitting and receiving signal to the present invention comprises a first condenser electrode, a second condenser electrode, faced to the first condenser electrode; a dielectric or an insulator, positioned between the first and second condenser electrodes and joined to the first and second condenser electrodes; and first and second lead lines, each connected to the first and second condenser electrodes, for performing a function of power lines in order to transmit the signal or being connected to the power lines. According to the present invention, by employing a condenser component as the input and output portions of the transformer, signal attenuation and noise effect of the transmission lines can be deeply reduced by raising the internal impedance, when transmitting and receiving a pulse signal.

Abstract: The present invention relates to a new dispersant composition used for preparing ink for ink-jet, which provides long term fluidity at a fine injection nozzle of ink-jet, shows a stable injection amount, and gives no coagulation of pigment particles when ink for ink-jet is applied.

Abstract: The present invention relates to a new dispersant composition used for preparing ink for ink-jet, which provides long term fluidity at a fine injection nozzle of ink-jet, shows a stable injection amount, and gives no coagulation of pigment particles when ink for ink-jet is applied.

Abstract: The present invention provides a blue dye composition having excellent percentage of exhaustion which comprises a compound of formula(I) and a compound of formula(II): ##STR1## wherein each of said R's, which may be the same or different, represents a C.sub.1-4 alkyl group.