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274 results about "Laboratory test" patented technology

Laboratory detection data processing method and system based on machine learning technology

The invention discloses a laboratory detection data processing method and system based on a machine learning technology, and relates to the technical field of data processing. According to the method, the signal is decomposed through discrete wavelet transform, the noise standard deviation is calculated based on the median of the highest frequency coefficient, the high signal-to-noise ratio data is reconstructed through the dynamic threshold and the soft threshold function, and the signal quality is improved; a sliding window is used for extracting time sequence signal statistics and FFT frequency domain features, spatial features are extracted in combination with an SIFT algorithm, high-correlation features are reserved through mutual information screening, and redundancy is reduced; constructing a graph convolutional network anomaly detection model and an XGBoost-LightGBM weighted regression model, and eliminating pollution data through an anomaly probability threshold to obtain a normal regression predicted value; predicting a compensation amount according to the environmental parameters by using an LSTM network, and obtaining calibration laboratory data according to the normal regression predicted value and the predicted compensation amount; according to the method, the problems of noise sensitivity, feature splitting, model isolation and environment drifting of multi-source data are solved, and the laboratory analysis precision and robustness are remarkably improved.
Owner:JINAN FENGZHI TEST INSTR CO LTD

Energy shaft heat exchange efficiency optimization method based on stratum thermophysical property intelligent analysis

The invention discloses an energy shaft heat exchange efficiency optimization method based on stratum thermophysical property intelligent analysis, and the method comprises the steps: constructing a structured thermophysical property parameter database through integrating laboratory testing, on-site exploration and literature data, and covering key parameters such as a heat conductivity coefficient, specific heat capacity, a thermal diffusion coefficient and the like; a heat transfer model is verified and expanded by combining a reduced scale physical experiment and multi-parameter coupling numerical simulation; machine learning algorithms such as a random forest and a neural network are utilized to establish a nonlinear prediction model of the thermophysical parameters and the heat exchange efficiency of the energy shaft, the contribution degree of the parameters is quantified, and an adaptability threshold value is defined. Through similarity matching of drilling exploration data and a database, the optimal stratum depth is recommended, and finally a cloud intelligent platform is integrated, so that real-time data updating, online calculation and construction suggestions are realized. According to the method, the precision of stratum suitability evaluation in energy shaft ground source heat pump system development is remarkably improved, and the geothermal energy development efficiency is remarkably improved.
Owner:TONGJI UNIV

CKD special disease database construction method and system

The invention discloses a CKD special disease database construction method and system, and relates to the technical field of database construction, and the method comprises the steps: obtaining and predicating a multi-source heterogeneous atomic fact; constructing and fusing three sets of ontology models; verifying and deducing facts in a layered manner according to a multi-layer priority rule base; calling a constraint completion engine to generate inference facts for missing or conflicting fields; streaming follow-up visit, test and intervention logs into events and triggering graded alarms; an anti-fact intervention scene is simulated for the high-risk patient, and pilot groups are screened; dynamically evaluating and adjusting the rule priority; and based on a causal chain and an event mode, clustering patients and constructing a generality map, and recording a whole-process operation chain. Semantic management is realized through fusion of ontology, anti-fact intervention simulation is performed on high-risk patients by means of multi-layer rule verification, and database semantic consistency, reasoning depth, decision support and traceability are improved through causal atlas driven clustering.
Owner:SHANGHAI SIXTH PEOPLES HOSPITAL JINSHAN BRANCH (JINSHAN DISTRICT CENT HOSPITAL AFFILIATED TO SHANGHAI HEALTH MEDICAL COLLEGE SHANGHAI JINSHAN DISTRICT CENT HOSPITAL)

System for evaluating curative effect of end-stage nephropathy and intelligently predicting complication risk

The invention relates to the technical field of medical artificial intelligence, and discloses an end-stage nephropathy curative effect evaluation and complication risk intelligent prediction system, which comprises a data acquisition module, which is in communication connection with a hospital information system, physiological monitoring equipment and a user terminal to obtain multi-source data of a patient, the multi-source data comprises structured physiological index data, laboratory detection data, patient medical history and other unstructured text data; and the feature fusion module is used for receiving the multi-source data from the data acquisition module, performing standardization processing on the structured physiological index data, converting the unstructured text data into a vector form in an embedded encoding manner, splicing the vector form with the structured features, and constructing uniform time sequence input features. According to the method, by introducing an incremental learning mechanism and a feature attribution method, the comprehensive effects of dynamic model updating, explainable prediction results, accurate feature characterization and controllable stability are achieved.
Owner:DAITE INTELLIGENT TECH (SHANGHAI) CO LTD

Prediction system for early risk of sepsis

The invention provides a sepsis early-stage risk prediction system, and relates to the technical field of sepsis risk prediction, the sepsis early-stage risk prediction system comprises a data acquisition module, a data preprocessing module, a risk assessment module, a result display module and a data management module, and the data acquisition module is used for acquiring vital signs, laboratory data and medical record data through vital sign acquisition, laboratory data acquisition and medical record data acquisition; the data is collected from three aspects; the data preprocessing module can process the data and find features related to the early stage of sepsis from the collected data; the risk assessment module firstly scores, and determines whether machine prediction or expert prediction is performed according to the score level; and the result display module displays the evaluation result through visual display, and generates a report according to patient demands. The system has the advantages that multi-dimensional data such as vital signs of a patient, laboratory examination and electronic medical records are comprehensively collected through the data acquisition module, data islands are broken, and a rich information basis is provided for accurate prediction.
Owner:中卫市人民医院

Cable fault arc temperature distribution calculation method based on multi-physics field coupling

The invention provides a cable fault arc temperature distribution calculation method based on multi-physics field coupling, and the method comprises the steps: building a cable fault arc simulation model; setting boundary conditions of multi-physics field coupling of an electric field equation, a magnetic field equation, a fluid heat transfer equation and a laminar flow equation for the cable fault arc simulation model; the arc temperature distribution is obtained by controlling the voltage and current parameters of the arc simulation loop, the distance between the copper core conductor and the grounding electrode and the air velocity. A cable fault arc simulation model is built, high risks of electric shock and explosion in laboratory tests are avoided, the loss cost of laboratory test equipment is reduced, the defect that only the peripheral temperature of the arc can be measured in the laboratory tests is overcome through a multi-physics field coupling equation, and global continuous arc temperature data are obtained. And a theoretical basis is provided for power system protection design, cable laying optimization, fire-fighting strategy formulation and cable fire risk assessment.
Owner:XIAN UNIV OF TECH +1

Sound barrier plate sound insulation characteristic evaluation method suitable for real ship complex sound field

The invention discloses a sound barrier sound insulation characteristic evaluation method suitable for a real ship complex sound field, and belongs to the technical field of real ship sound barriers, and the method comprises the steps: arranging hydrophone arrays at acoustic mirror symmetry positions at two sides of a real ship fairing sound barrier to form an in-situ measurement pair; controlling the ship to sail at a plurality of navigational speeds, and synchronously acquiring sound pressure time domain signals on two sides; carrying out preprocessing and time-frequency analysis on the signals, and calculating sound pressure levels of a sound facing surface and a sound backing surface to obtain an in-situ sound pressure level difference; and based on the sound pressure level difference at different navigational speeds, analyzing the change rule of the sound insulation performance along with the frequency and the navigational speed, and carrying out comprehensive evaluation. In addition, by arranging a vibration sensor and a turbulence measuring device, path separation of structural sound and flow-induced noise is achieved, spatial coherence weighted average is introduced, and the accuracy and representativeness of evaluation under a complex sound field are improved. The method overcomes the limitations of laboratory test environment distortion and single working condition, and can truly and comprehensively reflect the actual sound insulation efficiency of the sound baffle in the dynamic navigation of a real ship.
Owner:CHINA SHIP DEV & DESIGN CENT

Ai-assisted soil compaction system and methods

System and methods for modeling, planning, and monitoring soil compaction. Laboratory test and historical data establish an historical baseline. A predictive baseline is computed from the historical baseline and a predictive site model. During the soil compaction of a calibration area, a predictive compaction model is computed from providing compaction scores obtained from standard tests, loose measurement maps and a compacted vibration map. During the soil compaction vibration data is used in conjunction with the predictive compaction to compute a compaction value. Upon detecting that the compaction value is within the target compaction threshold, an operator is notified.
Owner:COMPACTICA SYSTEMS INC

Electrolytic bath health degree evaluation method and electrolytic bath age prediction method

The invention belongs to the technical field of electrolytic cells, and particularly relates to an electrolytic cell health degree evaluation method and an electrolytic cell age prediction method.The method comprises the steps that full life cycle data of a plurality of electrolytic cells are collected, and an electrolytic cell health management database is established; establishing an electrolytic bath health degree evaluation model according to the electrolytic bath health management database; and collecting active-service electrolytic cell data, and predicting the health degree of the active-service electrolytic cell according to the electrolytic cell health degree evaluation model. The method comprises the following steps: acquiring key data parameters of the electrolytic cell in different life stages, covering equipment, energy, chemical examination, materials, measurement and other data influencing the operation of the electrolytic cell, establishing an electrolytic cell health management database, and comparing and analyzing key influence factors influencing the service life of the electrolytic cell in combination with historical data and expert experience; judgment of cell health degree, cell life prediction, cell risk and problem early warning are realized, and improvement of electrolysis production management is guided.
Owner:山东宏拓实业有限公司 +1

Thoracic surgery postoperative complication early warning system

The invention discloses a chest surgery postoperative complication early warning system. The chest surgery postoperative complication early warning system comprises a data acquisition layer, a data transmission layer, a data processing and storage layer, an analysis and early warning layer and a user interface and feedback layer. The data acquisition layer is used for acquiring vital signs of a patient, laboratory inspection, image data and information manually input by medical staff; the data transmission layer transmits the collected data to the data processing and storage layer in real time; the data processing and storage layer preprocesses, stores and manages the collected data; the analysis and early warning layer analyzes the data through a predefined rule and a machine learning model, calculates a risk score in real time, and triggers early warning; and the user interface and feedback layer provides a graphical operation interface, mobile terminal pushing and alarm feedback. According to the invention, the change of the condition of the patient after the thoracic surgery can be accurately monitored in real time, the risk of complication can be early warned in time, decision support is provided for medical personnel, and the postoperative recovery effect of the patient is improved.
Owner:THE FIRST AFFILIATED HOSPITAL OF ARMY MEDICAL UNIV

Rock-soil body stability analysis method and system based on strain energy density

The invention provides a rock-soil body stability analysis method and system based on strain energy density, and relates to the technical field of rock-soil body stability analys.The rock-soil body stability analysis method comprises the steps that rock-soil body parameters of field investigation and indoor tests are obtained; combining the rock-soil body parameters, the generalized Hooke law and the Mohr-Coulomb yield criterion to obtain a strain tensor expression, and performing stress tensor calculation to obtain an elastic stress tensor, a strain tensor and a plastic strain tensor of the rock-soil body; respectively carrying out integral calculation to obtain the total strain energy density increment of the rock-soil body in different stress states; and performing stability analysis based on the total strain energy density increment of the rock-soil body in different stress states to obtain a stability abnormal area of the rock-soil body. According to the method, the elasticity and plastic deformation characteristics of the rock-soil body are comprehensively considered, and the accuracy of stability evaluation is improved.
Owner:SOUTHWEST JIAOTONG UNIV

Discrete element method-based simulation method for inherent microfractures in rock

The invention discloses a simulation method for inherent microfractures in rock based on a discrete element method, which comprises the following steps of: constructing a discrete element numerical model sample, performing static equilibrium calculation on the sample by adopting a linear model, applying fixed confining pressure to an initial sample, and performing servo calculation; a Flat-joint contact model is added, and contact bonding mesoscopic parameters are set for static balance calculation; modifying bonding contact into non-bonding contact, adding a contact gap and performing static balance calculation; carrying out a loading test; processing a test result to obtain mechanical parameters of the sample, comparing the mechanical parameters of the numerical model test with the mechanical parameters of the rock sample obtained by the indoor test, if the two mechanical parameters are matched, outputting the result, and terminating the simulation process, otherwise, modifying the contact bonding mesoscopic parameters. And reloading the test until the mechanical parameters of the numerical test are matched with the mechanical parameters of the indoor test. According to the method, the inherent micro-fracture in the rock is simulated, and the defects of a conventional model in a discrete element method are overcome.
Owner:GUIZHOU WUJIANG HYDROPOWER DEV +1

Precision treatment with machine learning and digital twin technology for optimal metabolic outcomes

ActiveUS12390159B2Ensemble learningDrug and medicationsMedicineMetabolic Model
A patient health management platform accesses a metabolic profile for a patient and biosignals recorded for the patient during a current time period comprising sensor data and / or lab test data collected for the patient. The platform encodes the biosignals into a vector representation and inputs the vector representation into a patient-specific metabolic model to determine a metabolic state of the patient at a conclusion of the current time period. The patient-specific metabolic model comprises a set of parameter values determined based on labels assigned to the previous metabolic states and a function representing one or more effects of the plurality of biosignals of the personalized metabolic profile. The platform compares the determined metabolic state of the patient to a threshold metabolic state representing a target metabolism. The platform generates a patient-specific treatment recommendation outlining instructions for the patient to improve the determined metabolic state to the functional metabolic state.
Owner:TWIN HEALTH INC

Stratum reinforcement modeling and analysis method for shield tunnel crossing existing structure

A stratum reinforcement modeling and analysis method for a shield tunnel crossing an existing structure is provided. Geological information and an engineering structure condition of the existing structure are acquired. Physical parameters of different soil mass layers are determined based on a laboratory test. A three-dimensional (3D) model is constructed. Mesh generation is performed on the 3D model defining a constraint for the 3D model. Model parameters are selected for the 3D model. A soil mass constitutive model is selected for the 3D model. Synchronous grouting simulation, construction load simulation and shield tunneling construction simulation are performed on the 3D model. Stratum parameters are changed to achieve stratum reinforcement modeling. Data analysis is performed by adopting different reinforcement schemes to achieve stratum reinforcement modeling and numerical analysis of the process of the shield tunnel crossing the existing structure.
Owner:ZHEJIANG UNIV +2

Full-automatic fluid stirring device performance test system and method thereof

The invention discloses a full-automatic fluid stirring device performance test system and a method thereof, and relates to the technical field of electrical digital data processing, on one hand, by calculating a flow state deviation degree Lpld and combining an amplification prediction model to output an amplification reliability coefficient Fkxs, the dynamic similarity between laboratory test and industrial working conditions is ensured, and amplification distortion is effectively solved; on the other hand, the dynamic change of fluid attributes is simulated, the energy efficiency attenuation rate Nxsl, the mixed dead zone expansion rate Hqkz and other process indexes are quantified, the dynamic matching coefficient Ddps is calculated on the basis, and the limitation of static testing is overcome; finally, according to the method, Fkxs, Ddps and other multi-dimensional dynamic indexes are subjected to weighted fusion, a comprehensive performance prediction index Zhyc is generated through nonlinear mapping, accurate prediction of the real performance of the stirring device in the whole period is achieved, and the accuracy and reliability of equipment type selection are remarkably improved.
Owner:THE 2ND ENG CO LTD OF CHINA RAILWAY URBAN CONSTR GRP

Gastric cancer postoperative survival prediction method and system based on machine learning

The invention discloses a stomach cancer postoperative survival prediction method and system based on machine learning, and belongs to the technical field of medical worker crossing and medical worker combination. According to the technical scheme, the method comprises the following steps: acquiring clinical data of a gastric cancer patient, wherein the clinical data comprises demographic characteristics, tumor pathology characteristics, operation related parameters and laboratory detection indexes; filling missing values in the clinical data by using an iterative random forest missing value filling method based on mutual information weighting; on the basis of the filled data, a feature subset with the most information content for postoperative three-year survival prediction is screened out through a dual feature selection strategy; training a machine learning model by using the feature subset so as to predict the survival risk of the gastric cancer patient in three years after operation; and outputting a prediction result. The method has the beneficial effects that a plurality of key challenges from data preprocessing, feature engineering and model construction to interpretability and clinical application are systematically solved, and an accurate, reliable, transparent and practical gastric cancer postoperative survival prediction solution is finally formed.
Owner:DALIAN UNIV

CRRT data omnibearing acquisition and optimization processing system based on artificial intelligence

The invention relates to the field of medical artificial intelligence, and discloses a CRRT data omnibearing acquisition and optimization processing system based on artificial intelligence, and the system comprises an acquisition calibration module which is used for acquiring CRRT equipment parameters, physiological signals and laboratory inspection data, forming multi-source data, and carrying out the time alignment and space calibration of the multi-source data, and obtaining calibration data; the modeling estimation module is used for constructing a space-time dynamic model for substance transportation and biochemical reaction in the CRRT treatment process based on a random partial differential equation, estimating a state variable in combination with calibration data, and generating high-dimensional state data; and the fusion reasoning module is used for carrying out dimensionality reduction and adversarial denoising processing on the high-dimensional state data. Through multi-source acquisition and space-time calibration of CRRT equipment parameters, physiological signals and laboratory data, a treatment data basis is constructed, space-time dynamics modeling of substance transportation and biochemical reaction is performed based on a random partial differential equation, and dynamic description of a treatment process is realized.
Owner:WUHAN JUZHI HUIREN INFORMATION TECH CO LTD

Classification of cancer for treatment and / or management based on machine learning models

There is provided a method of classifying cancer, comprising: feeding an image of a histology slide of a cancer into a machine learning (ML) model, obtaining a score indicative of a probability of a positive status or a negative status of a marker from the ML model, accessing an indication of the positive status or the negative status of the marker obtained by a laboratory test, computing a threshold for determining whether the score generated by the ML model is discordant with respect to the indication according to the laboratory test, in response to the score being greater than a threshold and the negative status of the marker according to the laboratory test, classifying the cancer as a first category, and in response to the score being less than the threshold and the positive status of the marker according to the laboratory test, classifying the cancer as a second category.
Owner:TECHNION RES & DEV FOUND LTD

Lossless evaluation method and device for repairing completion degree of lining void disease of hydraulic tunnel

The invention discloses a lossless evaluation method and device for the repair completion degree of a lining void disease of a hydraulic tunnel. The method comprises the following steps: acquiring a void geometric boundary, and constructing a corrected slurry time-varying electrical constitutive model based on fusion of laboratory test and field embedded sensing data; collecting a ground penetrating radar response sequence in a plurality of curing ages after grouting; performing constraint analysis on the ground penetrating radar sequence by using a multi-physical field coupling model or a physical constraint machine learning model containing slurry seepage, solidification dynamics and electromagnetic wave propagation, and reconstructing a slurry space filling state field; and inferring a receiving state of a far-end node in combination with the void-fracture network topology model, generating a residual void risk quantitative index, and generating a refilling decision. According to the method, through an observation-estimation-prediction-control closed loop mechanism, the problems of model parameter distortion and uncontrollability of a far-end blind area in a traditional method are solved, and accurate quantitative evaluation of the repair quality is realized.
Owner:NANJING HYDRAULIC RES INST +1

Method for actually measuring and checking network-related characteristic parameters of new energy and energy storage power station

The invention discloses a method for actually measuring and checking network-related characteristic parameters of a new energy and energy storage power station, and the method comprises the steps: S1, building a semi-physical simulation test system, and carrying out the hardware-in-the-loop test of a to-be-tested control system, so as to obtain dynamic characteristic data; s2, performing parameter identification based on the dynamic characteristic data to establish a single-machine model; s3, performing a simulation test on the single-machine model, and if a transient error between simulation data and laboratory test data is within an allowable range, determining that the single-machine model passes verification; s4, identifying and verifying model parameters of the whole station level controller by referring to the steps S1 to S3, aggregating single machine models into a station level model, and acquiring whole station simulation data; s5, downloading the station-level model parameters and the control software to field equipment to obtain field actual measurement data; s6, if the deviation between the field actual measurement data and the simulation data meets the preset standard, it is judged that checking of the network-related characteristic parameters is completed. The method has the advantages of improving the parameter checking efficiency and the like.
Owner:STATE GRID HUNAN ELECTRIC POWER COMPANY LIMITED +2

Power battery thermal management test device, test system and test method

The invention discloses a power battery thermal management test device, test system and test method, belongs to the technical field of power battery thermal management, and solves the problem of how to improve the test accuracy of thermal management test of a power battery under various vehicle types and complex scenes. The hollowed-out area of the bottom plate can be adjusted by arranging the movable plate on the bottom plate, the lifting support is matched with the hollowed-out hole of the bottom plate, the bottom air inlet area of the battery pack can be increased, wiring harnesses are installed on the battery pack in the cavity through the wire passing hole formed in the upper cover, and redundant wire passing holes can be sealed through silica gel plugs. The method is consistent with the actual installation condition of the battery pack, greatly improves the reduction degree between the laboratory test environment and the actual application environment of the battery system, and improves the accuracy of the thermal management test result of the battery.
Owner:安徽国轩新能源汽车科技有限公司

A method and system for intelligent recommendation of laboratory test items based on patient diagnosis and treatment information

This invention relates to the field of medical intelligent technology and discloses a method and system for intelligent recommendation of laboratory tests based on patient diagnosis and treatment information. The method includes: extracting clinical events from time-series diagnosis and treatment information to obtain standardized clinical events; determining the medical logical relationships of the standardized clinical events and labeling causal, temporal, and co-occurrence relationships to obtain labeled clinical events; constructing a disease evolution network with labeled clinical events as nodes and medical logical relationships as edges; analyzing the topology of the disease evolution network to obtain critical paths and hub nodes, and resolving the hub nodes as core clinical diagnosis and treatment intentions; associating and matching the core clinical diagnosis and treatment intentions with a pre-constructed dynamic correlation graph of test-intentions to obtain test item combinations; and ranking the test item combinations according to the clinical path fit based on the current diagnosis and treatment stage and individual characteristics to obtain a personalized test item recommendation list. This invention can improve the efficiency of test item recommendation.
Owner:HANGZHOU HUIJIAN MEDICAL TECH CO LTD

Desktop type water bath high and low temperature exchange device capable of automatically replenishing water

The invention discloses a desktop type water bath high-low temperature exchange device capable of automatically replenishing water, which relates to the field of laboratory test equipment and comprises a high-temperature pool, a low-temperature pool and a sample transfer mechanism arranged between the high-temperature pool and the low-temperature pool, the high-temperature pool and the low-temperature pool are each provided with one automatic water supplementing system, and each automatic water supplementing system comprises a detection unit used for detecting the water level, a controller and a water supplementing execution unit controlled by the controller. According to the automatic water supplementing system, through the synergistic effect of the detection unit, the controller and the water supplementing execution unit, precise closed-loop control over the water level of the high-low-temperature water pool is achieved. The system can monitor the water level change in real time, automatically complete water replenishing operation, ensure that the water level is always maintained in a preset range in the whole experiment process, realize long-time unattended continuous testing, and improve the automation degree and the operation reliability of equipment.
Owner:CHANGSHU JIUJIA HENGYI BIOLOGICAL CO LTD

Alternating current charging pile control guide system for EMC (Electro Magnetic Compatibility) test

The utility model provides an alternating current charging pile control guide system for EMC test, which is used for building an alternating current charging pile working condition circuit during the EMC test in a laboratory, and comprises a charging pile connector, an input circuit and a guide device, the input circuit and the guide device are connected to the charging pile connector, and a state monitoring device, a leakage protection circuit breaker and a load connector are arranged on the input circuit. The guiding device is used for simulating communication between the electric vehicle and the charging pile, so that the charging pile enters different working states, such as a charging preparation state, a charging state or a fault state, and the states can be switched through a switch K in the guiding device; the leakage protector provides a safety measure to prevent electrical accidents; the system can simulate a real charging condition in a laboratory, can provide an effective test condition for the EMC test of the charging pile, and employs a passive monitoring device to improve the electromagnetic compatibility of the system, and avoids the impact on the EMC test of the charging pile.
Owner:JIANGSU ELECTRONIC INFORMATION PROD QUALITY SUPERVISION & INSPECTION INST (JIANGSU INFORMATION SECURITY EVALUATION CENT)

Sepsis detection system

The invention relates to a sepsis detection system which evaluates the sepsis risk of a patient in real time by integrating clinical signs, various physiological parameters, laboratory detection data and biomarkers and utilizing an intelligent algorithm. The system comprises a data acquisition module, a data transmission module, a data processing module, a user display module and an alarm module. The data acquisition module monitors physiological parameters such as consciousness, body temperature, heart rate, respiratory rate, finger pulse oxygen saturation, invasive blood pressure, urine volume and skin piebald in real time, and biomarker data such as leukocyte count, neutrophile granulocyte, neutrophile granulocyte number, C-reactive protein, procalcitonin and interleukin-6 are obtained through blood detection. And the data processing module performs sepsis risk assessment by integrating the biomarkers and the physiological parameters in combination with a machine learning model, and outputs a risk level. The user display module displays the evaluation result in real time and provides treatment suggestions, and the alarm module triggers an alarm under the high-risk condition to ensure timely intervention.
Owner:THE AFFILIATED HOSPITAL OF SOUTHWEST MEDICAL UNIV

System and method for laboratory diagnosis and treatment targeting in idiopathic psychosis via psychosis biotypes

A method and system for diagnosing an idiopathic psychosis patient and improving treatment targeting for that patient. Cognitive performance is measured on the patient. Pro- and anti-saccade signals are measured on the patient. Motor inhibition is measured on the patient. EEG signals are measured on the patient. Principal components analysis is applied to the measured signals and scales to determine the most significant features. The patient is evaluating on at least 11 dimensions of neuro-cognitive performance. A trained numerical taxonomy approach is used to classify the patient as belonging to a B-SNP psychosis Biotype and the patient's condition is categorized based on the classified Biotype. The B-SNIP psychosis Biotype is used to implement targeted treatment for an individual patient. The diagnostic algorithm is continuously re-trained using new cases and new laboratory tests to improve precision of B-SNIP psychosis Biotypes diagnosis and the accuracy of selecting treatments for individual patients.
Owner:UNIVERSITY OF GEORGIA RESEARCH FOUNDATION INC +4

Improved boiling test method for asphalt adhesion to aggregate

PendingCN122330180AMolten stateThermodynamics
This invention belongs to the technical field of road engineering material performance testing, and specifically relates to an improved water-boiling test method for the adhesion of asphalt to aggregates. The method includes: S1: Randomly selecting a number of aggregates and preheating them to the mixing temperature ±5°C; S2: Preparing asphalt binder and heating it to a fluid state not exceeding the mixing temperature; S3: Immersing the aggregates in the preheated to a molten state of the asphalt binder for 45 seconds, ensuring the aggregates are completely coated, then suspending the aggregates in an environment of 145±5°C for a preset time, removing them and cooling them to room temperature; S4: Immersing the aggregates from S3 in boiling water for at least 3 minutes; S5: Transferring the boiled aggregate samples to clean water, observing the degree of asphalt film peeling off the surface, evaluating the asphalt film coating rate, and determining the adhesion grade based on the average coating rate. This method makes the laboratory test conditions closer to actual engineering conditions, improving the reliability and guiding value of the results.
Owner:CHINA FIRST HIGHWAY ENGINEERING CO LTD +1

Deep surrounding rock anchor rod spacing quantitative determination method based on fracture toughness parameter

The invention discloses a deep surrounding rock anchor rod spacing quantitative determination method based on fracture toughness parameters. The method comprises the following steps: obtaining the fracture toughness and uniaxial compressive strength of rock through an indoor test; determining a uniaxial compression parameter and an elastic modulus of the rock mass by combining a geological strength index GSI, a damage factor D and a Hoek-Brown criterion; calculating a brittleness index B4 by using the fracture toughness of the surrounding rock, the uniaxial compressive parameter of the rock mass and the elastic modulus; and based on the brittleness index B4, the rock mass elasticity modulus, the engineering burial depth and the rock mass volume weight, a quantitative calculation formula of the anchor rod spacing is established, an empirical coefficient is solved in combination with the spacing range of the corresponding surrounding rock grade in the specification, and finally quantitative determination of the anchor rod spacing is achieved. The method overcomes the defect that quantitative basis is lacked in spacing adjustment in existing specifications, and is particularly suitable for anchor rod support design for controlling brittle failure of surrounding rocks under the deep high-stress condition.
Owner:INST OF ROCK & SOIL MECHANICS CHINESE ACAD OF SCI +1

Electromagnetic compatibility laboratory tested object rotary table device

The utility model provides a tested object turntable device for an electromagnetic compatibility laboratory. The tested object turntable device comprises a base, a main shaft, a turntable, a fixed disc and a control disc, the main shaft is rotatably connected to the base, the rotating disc is fixedly arranged at the top end of the main shaft and can rotate along with rotation of the main shaft, the fixed disc is arranged below the rotating disc and fixedly connected to the outer surface of the main shaft in a sleeving mode, the control disc is slidably connected to the outer surface of the main shaft in a sleeving mode and located between the rotating disc and the fixed disc, and a plurality of inserting holes are formed in the upper disc face of the fixed disc. A plurality of inserting rods are correspondingly arranged on the lower disc face of the control disc, when the control disc slides downwards along the main shaft, the inserting rods can be driven to be inserted into the inserting holes, the lower portion of the fixing disc is sleeved with a synchronous frame in a sliding mode, the upper end of the synchronous frame is fixedly connected with the control disc, a power telescopic rod is installed on the bottom face of the synchronous frame, and the lower end of the power telescopic rod is installed on the base. According to the device, the inserted link is arranged on the control disc and can be inserted into the insertion hole in the fixed disc, so that the main shaft cannot be deflected when the main shaft is fixed.
Owner:CHINA ELECTRIC POWER RESEARCH INSTITUTE CO LTD +1

A laboratory test tube rack

The utility model relates to a laboratory test -tube rack, it includes U type chassis, be provided with a plurality of clamping strips on the U type chassis, a plurality of clamping strips are along vertical surface two -dimensional array arrangement, and horizontal adjacent two clamping strips are detachably connected with the shelf board through the buckle spare, the shelf board is selectively provided with a plurality of slots, the opening of the slot is matched with test -tube wall cooperation arrangement, the bottom wall of U type chassis and / or the board face of shelf board is opposite test -tube bottom end arrangement. The utility model solves the problem that the poor commonality of existing test -tube rack for different specifications test -tube, can be flexible adaptation multiple diameter and length test -tube, need not prepare a plurality of test -tube rack for different specifications test -tube, be favorable to reduce experiment cost and space occupation.
Owner:TAIZHOU UNIV