Abstract: A system of predicting risks with biomedical data includes a data collecting unit for receiving a plurality of data before arranging and integrating each of the plurality of data to create a plurality of medical data; a data processing unit for receiving the plurality of medical data, performing a data processing process on each of the plurality of medical data, and arranging and integrating each of the processed data to create a plurality of risk determination information; and a judgment unit comprising a storage unit and a prediction unit, wherein the plurality of risk determination information is stored in the storage unit, and the prediction unit performs estimation according to the plurality of risk determination information to generate a risk evaluation information.

Abstract: The present invention relates to the field of health care food technology, specifically to a traditional Chinese medicine composition with a function of protecting joints, a use thereof, a method for producing the same and a health care food thereof. The Chinese medicine composition comprises CURCUMAE LONGAE RHIZOMA extract, cartilage extract, COICIS SEMEN extract and PUERARIAE LOBATAE RADIX extract. The composition of the present disclosure has a reasonable formulation, and the ingredients cooperate with each other to achieve functions of reducing arthrocele degree, decreasing arthritis index, ameliorating biochemical index of arthritis and reducing articular cavity area through various paths and at various levels.

Abstract: The present invention provides methods and systems an impact wrench having dynamically tuned drive components, such as an anvil/socket combination, and related methodology for dynamically tuning the drive components in view of inertia displacement, as well as stiffness between coupled components, and with regard to impact timing associated with clearance gaps between the component parts.

Abstract: Embodiments of the disclosure provide systems and methods for performing motion transfer using a learning model. An exemplary system may include a communication interface configured to receive a first image including a first movable object and a second image including a second movable object. The system may also include at least one processor coupled to the communication interface. The at least one processor may be configured to extract a first set of motion features of the first movable object from the first image using a first encoder of the learning model and extract a first set of static features of the second movable object from the second image using a second encoder of the learning model. The at least one processor may also be configured to generate a third image by synthesizing the first set of motion features and the first set of static features.

Abstract: Provided is a method of producing an oil containing polyunsaturated fatty acids by using Schizochytrium sp. The method comprises: performing fermentation using Schizochytrium sp.; resuspending the resultant cells after fermentation in water, adding cellulase and neutral protease for enzymolysis; mixing the enzymatic hydrolyzate with n-hexane, shaking, extracting, centrifuging, and collecting the n-hexane phase; concentrating the n-hexane phase under reduced pressure to remove the n-hexane, and drying to obtain an oil; performing a first crystallization and a second crystallization, and then performing cold filtration to obtain a liquid oil after the second crystallization; and subjecting the liquid oil to deacidification and decolorization. By regulating fermentation conditions and conducting concentration processing on polyunsaturated fatty acids, the content of eicosapentaenoic acid in the Schizochytrium sp.

Abstract: Anti-TNFR2 antibodies which bind to particular human TNFR2 epitopes, therapeutic compositions comprising the anti-TNFR2 antibodies, and methods of using such antibodies and compositions in the treatment of cancer are disclosed.

Abstract: A portable power supply including a first subcore including a first plurality of battery cells, a second subcore including a second plurality battery cells and electrically connected in series with the first subcore, and a controller including an electronic processor. The controller is configured to receive a first voltage value indicative of a voltage of the first plurality of battery cells from the first subcore and a second voltage value indicative of a voltage of the second plurality of battery cells from the second subcore. The controller is further configured to determine a difference between the first voltage value and the second voltage value, compare the difference to a balance threshold, and perform a balancing operation when the difference is greater than or equal to the balance threshold.

Abstract: The present invention provides methods and systems an impact wrench having dynamically tuned drive components, such as an anvil/socket combination, and related methodology for dynamically tuning the drive components in view of inertia displacement, as well as stiffness between coupled components, and with regard to impact timing associated with clearance gaps between the component parts.

Abstract: Disclosed is a soft measurement method of DXN emission concentration based on multi-source latent feature selective ensemble (SEN) modeling. First, MSWI process data is divided into subsystems of different sources according to industrial processes, and principal component analysis (PCA) is used to separately extract the subsystems' latent features and conduct multi-source latent feature primary selection according to the threshold value of the principal component contribution rate preset by experience.

Abstract: According to aspects of the inventive concepts, provided is a method for erasing information based on a dual-security mechanism. A storage medium feature database, an information erasure feature database, and a firmware system feature database are built to match cases for to-be-erased electronic scrap. An erasure solution and a native system data package are generated based on the matching results. The information is erased and an erasure result is evaluated; and the information is recovered on the erased electronic scrap, and a recovery result is evaluated, to implement comprehensive double security evaluation. The information erasure validity of the electronic scrap is checked based on the evaluation results. If an erasure result is invalid, erasure solutions are corrected online based on the evaluation result, until the erasure result is valid and the electronic scrap with a native system recovered is obtained.

Abstract: A skin whitening program, comprising an external application step, a treatment step and an oral administration step. A skin care product for external application is selected from a whitening, brightening or yellow-removing skin care product, the effective ingredient in the skin care product being selected from a tricholoma matsutake, carthamus tinctorius or rhodiola rosea extract, a tricholoma matsutake, glycyrrhiza uralensis or pearl extract, or a panax notoginseng, salvia miltiorrhiza or radix astragali extract. A beautifying device for treatment is selected from an iontophoresis, microcurrent or LED green light beautifying device.

Abstract: The present invention relates to a composition having an anti-glycation effect and an application thereof. The anti-glycation composition includes the following constituents in parts by mass: 0.1 to 5 parts of Osmanthus fragrans extract, 0.1 to 5 parts of Punica granatum extract and 0.1 to 2 part of Olea europaea extract, wherein in the Osmanthus fragrans extract, a mass content of polyphenol is more than or equal to 10%, and a mass content of verbascoside is more than or equal to 10%; in the Punica granatum extract, a mass content of polyphenol is more than or equal to 30%, and a mass content of punicalagin is more than or equal to 8%; and in the Olea europaea extract, a mass content of polyphenol is more than or equal to 10%, and a mass content of hydroxytyrosol is more than or equal to 3%.

Abstract: The present disclosure is directed to efficient memory activation at runtime. A memory module (e.g., a memory riser) being added to a device would typically cause the device to enter system management mode (SMM) to activate the memory module. However, activation (e.g., memory module initialization, hardware training and system reconfiguration) in SMM may substantially delay the resumption of normal operations. Consistent with the present disclosure, at least the memory module initialization and hardware training portions of the activation may be performed by an operating system (OS) in the device, allowing normal device operation to continue during the activation. The OS portion of the activation may generate configuration data. In at least one embodiment, the configuration data may be applied for use in SMM. For example, a system management interrupt (SMI) handler may apply the configuration data during a quiescent period (e.g., a period of inactivity) that occurs during SMM.

Abstract: A method of time budgeting an integrated circuit (IC) that includes determining an initial value of time delay variables for each block of a plurality of blocks along a set of timing paths based on delays of each design module of the blocks and determining a value of at least one advanced timing factor adjusting a clock period of the IC along each timing path. The method then generates a time budget for ports along each timing path based on the value of the at least one advanced timing factor and the initial value of the time delay variable. The method then optimizes the value of time delay variables by calculating new values of the time delay variables that satisfy each timing path to minimize a possibility of timing violations and to satisfy the clock period of the IC, which is adjusted by the value of the advanced timing factor.

Abstract: A frequency spectrum detection system including: a frequency-scan light source, a phase modulator, an optical filter, an optical fiber, a photodetector, a power divider, an electric amplifier, a combiner, an electric filter, and an oscilloscope. The frequency-scan light source, the phase modulator, the optical filter, the photodetector, and the electric amplifier form a ring-shaped optoelectronic oscillator resonant cavity, which is configured to generate a frequency-scan signal. The combiner is configured to receive a signal to be measured. The phase modulator is configured to modulate the combined electrical signal onto a frequency-scan optical signal. The optical filter is configured to selectively attenuate or amplify one sideband of double sidebands of the double-sideband phase-modulated optical signal. The photodetector is configured to detect a signal filtered by the optical filter.

Abstract: A Fourier domain mode-locked optoelectronic oscillator includes a laser light source, a phase modulator, an optical notch filter, a photodetector, an electrical amplifier and a power divider; wherein the laser light source, the phase modulator, the optical notch filter and the photodetector together form a swept microwave photonic filter. The passband of the swept microwave photonic filter is determined by the difference in wavelength corresponding to the laser light source and the notch positions of the optical notch filter. In the present disclosure, the laser light source, the phase modulator, the optical notch filter, and the photodetector are configured to form a fast swept microwave photonic filter, the sweeping of a passband of the microwave photonic filter is realized by the sweeping of the laser light source or the optical notch filter, and the change in the filter's passband is matched with the latency for delivering a signal in the optoelectronic oscillator loop for one trip.

Abstract: A smart system for monitoring a cognition status of a user includes an electroencephalography (EEG) acquisition module, configured to capture a plurality of brainwave signals; an analog filter circuit, coupled to the EEG acquisition module and configured to amplify the plurality of brainwave signals; an analog to digital (ADC) circuit, coupled to the analog filter circuit and configured to transform the plurality of brainwave signals into a plurality of digital signals; and a digital signaling processing (DSP) circuit, configured to retrieve a plurality of characteristics from the plurality of digital signals to determine the cognition status of the user.

Abstract: A method for detecting a dioxin emission concentration of a municipal solid waste incineration process based on multi-level feature selection. A grate furnace-based MSWI process is divided into a plurality of sub-processes. A correlation coefficient value, a mutual information value and a comprehensive evaluation value between each of original input features of the sub-processes and the DXN emission concentration are obtained, thereby obtaining first-level features. The first-level features are selected and statistically processed by adopting a GAPLS-based feature selection algorithm and according to redundancy between different features, thereby obtaining second-level features. Third-level features are obtained according to the first-level features and statistical results of the second-level features. A PLS algorithm-based DXN detection model is established based on model prediction performance and the third-level features.

Abstract: Provided is a method of producing an oil containing polyunsaturated fatty acids by using Schizochytrium sp. The method comprises: performing fermentation using Schizochytrium sp.; resuspending the resultant cells after fermentation in water, adding cellulase and neutral protease for enzymolysis; mixing the enzymatic hydrolyzate with n-hexane, shaking, extracting, centrifuging, and collecting the n-hexane phase; concentrating the n-hexane phase under reduced pressure to remove the n-hexane, and drying to obtain an oil; performing a first crystallization and a second crystallization, and then performing cold filtration to obtain a liquid oil after the second crystallization; and subjecting the liquid oil to deacidification and decolorization. By regulating fermentation conditions and conducting concentration processing on polyunsaturated fatty acids, the content of eicosapentaenoic acid in the Schizochytrium sp.

Abstract: Disclosed is a soft sensing method for difficult-to-measure parameters in complex industrial processes. A linear selection of high-dimensional original features is performed using correlation coefficients, and several linear feature subsets are obtained based on a preset set of linear feature selection coefficients. A nonlinear selection of the original features is performed using mutual information, and several nonlinear feature subsets are obtained based on a preset set of nonlinear feature selection coefficients. Linear and nonlinear submodels are established based on the linear and nonlinear feature subsets, respectively, resulting in 4 submodel subsets including a linear submodel of linear features, a nonlinear submodel of linear features, a linear submodel of nonlinear features and a nonlinear submodel of nonlinear features.