Abstract: According to various embodiments of the present invention, by applying a device and method for generating infection state information on the basis of image information, an input of an image of a diagnostic kit used by a user can be received, and the inputted image can be applied to a deep learning model learned using a data set obtained by augmenting diagnostic kit images in various ways, in order to generate, from the inputted image, infection state information of the user for a disease, and provide the information.

Abstract: Provided is a hub-type electric driving device including: a housing having a wheel formed in the shape of a cup, and a cover whose outer peripheral part is coupled to the opening of the wheel; a motor shaft having both end portions fixed on a body outside of the housing; first and second bearings provided respectively in through-holes formed in the centers of the wheel and the cover; and a BLDC motor embedded inside the housing and rotating the housing around the motor shaft. The BLDC motor includes: a rotor in which a back yoke and a magnet are stacked on a cylindrical inner wall of the wheel; and a stator whose outer peripheral part faces the magnet of the rotor while having an air gap therewith and whose central part is coupled to the outer circumference of the motor shaft.

Abstract: A method for generating a medical prediction related to a biomarker from medical data is provided, which includes obtaining medical data associated with a patient, determining a region of interest in the medical data, extracting one or more features associated with the medical data based on the region of interest, and generating a medical prediction for the patient based on the extracted one or more features.

Abstract: Provided is a slim disk drive device for a friction generator to rotate a disk used in the friction generator. The disk drive device for a friction generator includes: a motor housing including an annular trench-type concave groove on a lower side thereof; a motor cover coupled to a lower portion of the motor housing to configure the inside of the trench-type concave groove to a sealing state; a stator arranged in the sealed trench-type concave groove to generate a rotating magnetic field to rotate a rotor; and the rotor rotatably arranged to have an air gap inside the stator and having a sealing structure by a rotor support body except for the exposed surface facing the stator, wherein a ferrite magnet is arranged on the exposed surface of the rotor.

Abstract: A method for generating a medical prediction related to a biomarker from medical data is provided, which includes obtaining medical data associated with a patient, determining a region of interest in the medical data, extracting one or more features associated with the medical data based on the region of interest, and generating a medical prediction for the patient based on the extracted one or more features.

Abstract: A stator having a bus bar structure that enhances assembly productivity and durability by adopting the bus bar structure comprises: a division type stator core in which a plurality of split cores are assembled in an annular shape; upper and lower insulators surrounding the outer circumference of teeth of the split cores; a stator coil composed of a plurality of core groups continuously wound onto three teeth for each phase; a plurality of bus bar brackets coupled to the insulators so as to bind two split cores; U-phase, W-phase, and V-phase bus bars on which a connection terminal to which a start terminal of each core group is connected is protruded; a common electrode bus bar on which a connection terminal to which an end terminal of each core group is connected is protruded; and a stator support that insulates between coils so as to integrate the plurality of split cores.

Abstract: A concentration filter for selectively concentrating a sample, a method for manufacturing the concentration filter, and a sample concentration device are disclosed herein. The selective concentration filter of the present invention comprises: a base having pores; and a selective permeable membrane which is coated on the base and which comprises vesicles, wherein the selective permeable membrane concentrates an analyte to be analyzed from a sample and allows at least a portion of the remaining substances, other than the analyte, to be permeated through a pore structure. According to the present invention, an analyte to be analyzed can be easily concentrated through a simplified structure.

Abstract: Provided is a hub type driving device applicable to an electric bicycle of a throttle mode, a PAS mode, and a throttle and PAS combination mode, and an electric bicycle using same. The hub type driving device comprises: a housing having an accommodation space therein; a support shaft for penetrating to pass through the housing and of which both ends are fixed to a fork of the electric bicycle; first and second bearings for rotatably supporting the housing around the support shaft; an electric motor for generating a rotational force rotated around the support shaft; a derailleur for decelerating the rotational force of the electric motor; and a clutch for selectively transmitting an output of the derailleur to the housing. The derailleur is formed of a planetary gear device of a sun gear input, a carrier fixation, and a ring gear output mode.

Abstract: Provided are a stator, and a propeller driving device and an aircraft using the stator. The propeller driving device includes: a radial gap type BLDC motor with an inner rotor-outer stator structure where a rotor is placed in a circumferential shape with an air gap inside a stator; and a propeller installation bracket for mounting a propeller to a rotary shaft of the motor, wherein the stator includes: a stator core including an annular back yoke having a predetermined width to form a magnetic circuit and teeth extending from the back yoke in a central direction; an insulator formed to surround an outer circumferential surface on which a coil is wound in each tooth; and a stator coil wound around an outer circumferential surface of the insulator in each tooth. The insulator is formed of an insulating heat dissipation composite material having both heat dissipation performance and insulation performance.

Abstract: Embodiments of the present invention provide a lateral flow assay method and strip wherein a sample is injected into a sample pad, a preconcentration kit is coupled to the sample pad to preconcentrate analytes, and a conjugate pad or a test pad is connected to the sample pad to transfer the analytes to the conjugate pad or the test pad, whereby a biomarker present at a low concentration can be detected.

Abstract: A display apparatus in one example includes a display panel having a curvature, a cover member attached to a display surface of the display panel, and a support member attached to a rear surface of the display panel. Further, the support member is flexible in a curvature direction of the display panel.

Abstract: According to a preferred embodiment of the present invention, a deep learning-based method and device for predicting analysis results predict analysis results of immune response assay-based kits, such as that of lateral flow assay (LEA), antigen-antibody-based diagnostic kits and the like on the basis of deep learning, and thus can reduce the time for confirming results.

Abstract: Provided are a rotor, and a propeller driving device and an aircraft using same. The propeller driving device includes: a housing in which an upper cover and a lower cover having a plurality of through holes are respectively coupled to an upper portion and a lower portion of a cylindrical case; a stator arranged inside the case; a rotor arranged at a distance from the stator; and a rotary shaft connected to the rotor through a plurality of bridges and having both ends rotatably supported by an upper bearing and a lower bearing positioned at respective centers of the upper cover and the lower cover, wherein inner cooling of a motor is formed by an air flow passage that passes through a plurality of through holes of the upper cover and the lower cover and a plurality of spaces formed between the plurality of bridges.

Abstract: The present invention relates to an artificial intelligence air conditioning control system and method using interpolation. The present invention provides an artificial intelligence air conditioning control system and method using interpolation that is capable of driving an optimal control value by estimating the desired air conditioning target value through interpolation on the output values resulted from training on only minimal air conditioning data.

Abstract: The present invention relates to a control system for an artificial intelligence-based vehicle integrated thermal management system, and a method of controlling the same. The objective of the present invention is to provide a control system for an artificial intelligence-based vehicle integrated thermal management system and a method of controlling the same, in which an optimal target value for performing optimal control of a vehicle thermal management system is calculated, a control signal for tracking the calculated optimal target value is generated, and the generated control signal may be implemented without departing from hardware characteristics of the vehicle thermal management system by implementing artificial intelligence learning control.

Abstract: Disclosed is a display device capable of reducing the thickness and the weigh thereof. In an organic light-emitting diode display device having a touch sensor, a plurality of routing lines, which are connected respectively to a plurality of touch sensors disposed on an encapsulation unit, are disposed on different planes so as to overlap each other and are electrically connected to each other through a plurality of routing contact holes. Thereby, a connection fault between the routing lines is prevented. In addition, through the provision of the touch sensors above the encapsulation unit, a separate attachment process is unnecessary, which results in a simplified manufacturing process and reduced costs.

Abstract: Provided is a method, performed by at least one computing apparatus, of generating an interpretable prediction result for a patient. The method includes receiving medical image data of a subject patient, receiving additional medical data of the subject patient, and generating information about a prediction result for the subject patient, based on the medical image data of the subject patient and the additional medical data of the subject patient, by using a machine learning prediction model.

Abstract: A hub-type electronic driving device comprises: a housing comprising a wheel and a cover, the wheel having a rim formed on the outer periphery thereof such that a tire is coupled thereto, the wheel having the shape of a cup, one side of which is open, and the cover having an outer peripheral portion coupled to the opening of the wheel; a motor shaft having both ends fixedly installed on a body in which the hub-type electronic driving device is installed; first and second bearings installed in through-holes formed at centers of the wheel and the cover, respectively, so as to rotatably support the housing around the motor shaft; a BLDC motor contained in the housing so as to rotate the housing around the motor shaft; a cable containing multiple wires for applying a motor driving signal from a motor driving circuit installed outside the housing to the BLDC motor; and a cable guide assembly installed between the motor shaft and the first bearing supporting the wheel so as to maintain a sealing state when the cabl

Abstract: A hub-type electric driving device comprises: a housing having a wheel formed in the shape of a cup, and a cover of which the outer peripheral part is coupled to the opening of the wheel; a motor shaft having both end portions fixedly provided on a body outside of the housing; first and second bearings provided respectively in through-holes formed in the centers of the wheel and the cover, in order to rotatably support the housing around the motor shaft; and a BLDC motor which is embedded inside the housing and rotates the housing around the motor shaft, wherein the BLDC motor comprises: a rotor in which a back yoke and a magnet are stacked on a cylindrical inner wall of the wheel; and a stator of which the outer peripheral part faces the magnet of the rotor while having an air gap therewith and of which the central part is coupled to the outer circumference of the motor shaft so as to be fixed thereto, and which is for applying a rotating magnetic field to the rotor, wherein the stator has an integrated core

Abstract: The present exemplary embodiments provide a sample separation device which applies an electric field to a selective ion permeable layer based on origami to concentrate a target material in a specific area and concentrates a target material and separates a non-target material through a filter layer in which a paper is compressed to adjust a size of micro pore.