Abstract: A method for determining a probability of developing lung cancer by using an artificial intelligence model, includes: receiving, by means of an analysis device, a chest fluorodeoxyglucose (FDG) PET/CT image for a sample; inputting, by means of the analysis device, the F-18 FDG PET/CT image to a first classification neural network, and outputting prediction information related to development of lung cancer for the sample; and predicting, by means of the analysis device, a probability of developing lung cancer for the sample on the basis of the prediction information. The first classification neural network is trained by using chest F-18 FDG PET/CT images for healthy people and training images excluding lung cancer regions from chest F-18 FDG PET/CT images for lung cancer patients.

Abstract: A novel benzoheterocycle compound or a pharmaceutically acceptable salt thereof showed a high anti-proliferative effect against cancer cell lines. Using this, a pharmaceutical composition for preventing or treating cancer disease can comprise the compound or a pharmaceutically acceptable salt thereof as an active ingredient. In addition, a health functional food composition for preventing or improving cancer disease can include the compound or a pharmaceutically acceptable salt thereof as an active ingredient. The pharmaceutical composition or health functional food composition can effectively prevent or treat various cancer diseases.

Abstract: A portable insulin resistance diagnosis device includes: a housing capable of being grasped by an outer periphery thereof and comprising a space formed therein; a sensor unit which protrudes towards the outside of the housing and detects glucose and proteins in blood when a blood sample of a target specimen is dropped on the sensor unit, a diagnosis unit, which is provided inside the housing, amplifying an electrical signal generated according to concentrations of the blood glucose and proteins detected in the sensor unit, converting the electrical signal into a digital signal, and determining whether insulin resistance is normal; and a display unit, which is provided on an external surface of the housing, displaying whether insulin resistance analyzed in the diagnosis unit is normal.

Abstract: Provided is a method and apparatus for calculating a safety grade of a working environment that may receive harmful gas information from a gas sensor configured to detect a harmful gas to calculate a safety grade, receive biometric information of a user from a biometric sensor configured to measure the biometric information of the user, calculate a safety grade for the user based on the harmful gas information and the biometric information, and output the calculated safety grade.

Abstract: The present invention relates to a novel compound having HSP90 inhibitory activity or a pharmaceutically acceptable salt thereof, and a medicinal use thereof, and composition comprising a dihydroxyphenyl compound or a benzamide compound, which is a novel compound having the HSP90 inhibitory activity of the present invention can effectively inhibit HSP90, and thus can be usefully used as a pharmaceutical composition for preventing or treating HSP90-mediated diseases or a health functional food for preventing or improving HSP90-mediated diseases, which selected from the group consisting of cancer diseases, degenerative neurological diseases and viral infections.

Abstract: Disclosed is a cable tie including a tie band which is formed in a shape of a strap to bind cables, and is provided with a plurality of serrated grooves continuously formed on a one surface thereof in a longitudinal direction, and a tie holder which is connected to one end of the tie band and includes a tie band passage, through which the other end of the tie band passes, and a serrated locking protrusion formed on an inner surface of the tie band passage and interference-latched to the serrated grooves. The tie band is provided with a cut guide groove formed on one or both widthwise edges thereof, so that a free end of the tie band remaining when the tie band binds the cables together is cut off by a rotating force generated when the free end is twisted, without using a cutting tool.

Abstract: The present invention relates to a novel compound having HSP90 inhibitory activity or a pharmaceutically acceptable salt thereof, and a medicinal use thereof, and composition comprising a dihydroxyphenyl compound or a benzamide compound, which is a novel compound having the HSP90 inhibitory activity of the present invention can effectively inhibit HSP90, and thus can be usefully used as a pharmaceutical composition for preventing or treating HSP90-mediated diseases or a health functional food for preventing or improving HSP90-mediated diseases, which selected from the group consisting of cancer diseases, degenerative neurological diseases and viral infections.

Abstract: A portable insulin resistance diagnosis device includes: a housing capable of being grasped by an outer periphery thereof and comprising a space formed therein; a sensor unit which protrudes towards the outside of the housing and detects glucose and proteins in blood when a blood sample of a target specimen is dropped on the sensor unit, a diagnosis unit, which is provided inside the housing, amplifying an electrical signal generated according to concentrations of the blood glucose and proteins detected in the sensor unit, converting the electrical signal into a digital signal, and determining whether insulin resistance is normal; and a display unit, which is provided on an external surface of the housing, displaying whether insulin resistance analyzed in the diagnosis unit is normal.

Abstract: Disclosed is a method for manufacturing a SiO2/carbon nanofiber composite on the basis of a nickel/copper catalyst using electrophoretic deposition, and a method for manufacturing a secondary battery using the same as an anode material. The method for manufacturing a SiO2/carbon nanofiber composite on the basis of a nickel/copper catalyst using electrophoretic deposition including: depositing a nickel (Ni) and copper (Cu) catalyst on a carbon fiber textile by electrophoretic deposition using a carbon electrode as an anode and the carbon fiber textile as a cathode; reducing the carbon fiber textile on which the nickel and copper catalyst is deposited; growing carbon nanofiber on the reduced carbon fiber textile to by chemical vapor deposition using an ethylene gas; and coating the grown carbon nanofiber with SiO2.

Abstract: Disclosed herein is a bioenergy production system with reduced carbon dioxide emissions and process wastes; including a process for producing a bioalcohol and a biogas by subjecting a biomass, such as: herbaceous and woody plants, fruit pulp, freshwater and sea algae, grains, aerobic and anaerobic sludge, saccharides, polyols and carbohydrates, to a combined process of a biosaccharification/alcohol fermentation, including a biomass pretreatment process; and a process for producing a methane biogas with a reduced level of carbon dioxide and hydrogen sulfide, via an algae cultivation process with a view to purifying the carbon dioxide and hydrogen sulfide contained in the biogas; wherein, when the algae to be cultivated is microalgae, biodiesel is produced by subjecting the harvested microalgae to a biodiesel manufacturing process while recycling the glycerol and the saccharide-containing waste produced as byproducts to the biosaccharification/alcohol fermentation process, and when the algae to be cultivated is

Abstract: Disclosed is an implantable wireless electrocardiogram sensor device, including: a cylindrical capsule provided with four recesses on a lateral surface thereof in a longitudinal direction thereof at equal intervals; electrodes installed on upper and lower surfaces of the cylindrical capsule and configured to measure electrocardiogram; a wireless electrocardiogram sensor module installed inside the capsule; a data transceiving antenna wound around two recesses symmetrical at a center; and a coil for charging wound around the remaining two recesses in a direction vertical to the antenna.

Abstract: Disclosed is a method for manufacturing a SiO2/carbon nanofiber composite on the basis of a nickel/copper catalyst using electrophoretic deposition, and a method for manufacturing a secondary battery using the same as an anode material. The method for manufacturing a SiO2/carbon nanofiber composite on the basis of a nickel/copper catalyst using electrophoretic deposition including: depositing a nickel (Ni) and copper (Cu) catalyst on a carbon fiber textile by electrophoretic deposition using a carbon electrode as an anode and the carbon fiber textile as a cathode; reducing the carbon fiber textile on which the nickel and copper catalyst is deposited; growing carbon nanofiber on the reduced carbon fiber textile to by chemical vapor deposition using an ethylene gas; and coating the grown carbon nanofiber with SiO2.

Abstract: A method of detecting the smoke of a forest fire using the spatiotemporal Bag-of-Features (BoF) of the smoke and a random forest is provided. In the method, whenever each frame of a video sequence is input, a difference between the input frame and a previous frame is detected, and the input frame is set as a key frame if the difference exceeds a predetermined first threshold value. One or more moving blocks are detected in the set key frame. One or more candidate smoke blocks are extracted from the moving blocks using a smoke color model. BoF representations are generated from the detected candidate smoke blocks. Whether smoke of the candidate smoke blocks is actual smoke is determined by performing random forest learning on the generated BoF representation.

Abstract: A method of detecting the smoke of a forest fire using the spatiotemporal Bag-of-Features (BoF) of the smoke and a random forest is provided. In the method, whenever each frame of a video sequence is input, a difference between the input frame and a previous frame is detected, and the input frame is set as a key frame if the difference exceeds a predetermined first threshold value. One or more moving blocks are detected in the set key frame. One or more candidate smoke blocks are extracted from the moving blocks using a smoke color model. BoF representations are generated from the detected candidate smoke blocks. Whether smoke of the candidate smoke blocks is actual smoke is determined by performing random forest learning on the generated BoF representation.

Abstract: A method for detecting a fire flame using fuzzy finite automata is provided. The fire-flame detection method comprises (1) acquiring an image required for the detection of fire-flame, (2) dividing the image into a number of blocks, (3) extracting a fire-flame candidate block using a brightness distortion of a pixel in the block, (4) detecting a fire-flame candidate region from the fire-flame block using a color probability model, and (5) determining whether the fire-flame candidate region corresponds to a fire-flame via fuzzy finite automata. The fire-flame detection method can detect fire-flames in a variety of fire images with relatively high precision, by establishing a probability model using the brightness distortion and wavelet energy in fire-flame regions with continuous and irregular fluctuation patterns and using the upward motion, and applying the model to fuzzy finite automata.

Abstract: A forest fire smoke detection method using random forest classification is provided. In the method, a first reference value is set. For consecutively captured frames, images between the frames are compared, each block, in which a number of pixels, motions of which have been identified, is equal to or greater than the first reference value, is set as a candidate block, and a keyframe is selected. The selected keyframe is compared with at least one frame previous to the keyframe and then a plurality of feature vectors are extracted from the candidate blocks. The extracted feature vectors are learned using different random forest algorithms. Probabilities output to terminal nodes for classes are accumulated, and two first cumulative probability histograms are generated. The two first cumulative probability histograms are averaged, and then a second cumulative probability histogram is generated. A detected state of each candidate block is determined.

Abstract: A focusing board assembly for a medical imaging equipment gives a comfortable feeling mentally or physically by visually getting rid of an oppressive feeling arisen when a patient is in a tunnel-like enclosed space such as MRI or CT for his/her medical examination.

Abstract: A forest fire smoke detection method using random forest classification is provided. In the method, a first reference value is set. For consecutively captured frames, images between the frames are compared, each block, in which a number of pixels, motions of which have been identified, is equal to or greater than the first reference value, is set as a candidate block, and a keyframe is selected. The selected keyframe is compared with at least one frame previous to the keyframe and then a plurality of feature vectors are extracted from the candidate blocks. The extracted feature vectors are learned using different random forest algorithms. Probabilities output to terminal nodes for classes are accumulated, and two first cumulative probability histograms are generated. The two first cumulative probability histograms are averaged, and then a second cumulative probability histogram is generated. A detected state of each candidate block is determined.

Abstract: A method, a terminal, and a system for automatically transferring information about a fall or overturn accident using a smart phone are provided. The method includes, by an elder customer terminal assigned to an elder customer, detecting a fall or overturn accident via a 3-axis acceleration sensor, and sending a fall or overturn detection message, including its own ID information and a fall or overturn state, to a controller based on the detection, by the controller, receiving the fall or overturn detection message, generating fall or overturn detection information based on the received fall or overturn detection message, and registering the fall or overturn detection information with a database, and, by the controller, configuring a message based on the fall or overturn detection information, and notifying the smart phone of the message based on the fall or overturn detection information.

Abstract: Disclosed is a method for preparing bioethanol from biomass. The feedstock for preparation of bioethanol, i.e. the biomass, is pretreated by a combination of chemical and physical methods. The method is advantageous in that detoxification is unnecessary since the substances that inhibit fermentation are not produced and acid reconcentration for recycling is not needed. Further, since the sonication makes saccharification easier, removal of lignin (delignification), which interferes with the saccharification of cellulose, is unnecessary. Accordingly, the present disclosure allows to produce bioethanol with high yield and at low cost in an environment-friendly manner.