80 results about "Trauma patient" patented technology

The invention provides a construction method of a comprehensive intelligent early warning system for a traumatic patient, and relates to the technical field of medical artificial intelligence, and the method comprises the steps: carrying out the processing of multi-modal data through a feature engineering framework, and extracting multi-scale time sequence features and correlation features; carrying out abnormal state identification and complication risk prediction by adopting a deep learning prediction framework, and carrying out feature fusion through an attention mechanism; constructing a medical knowledge graph to obtain vector representation of domain rule knowledge; and performing integrated verification through a bidirectional mapping mechanism to generate a prediction result. According to the invention, accurate early warning of disease development of the trauma patient can be realized, the early warning accuracy and interpretability are improved, and effective support is provided for clinical decision making.

The invention relates to the technical field of auxiliary treatment of traumatic patients, in particular to a construction method of an auxiliary treatment system based on traumatic patients. The method comprises the following steps: carrying out multi-modal physiological data acquisition and physiological data preprocessing on a trauma patient through hospital examination equipment to obtain multi-modal feature fusion data; carrying out physiological feature vector generation on the multi-modal feature fusion data to obtain a physiological feature vector of the trauma patient; carrying out physiological state coding on the physiological feature vector of the trauma patient to obtain physiological state coding data; acquiring trauma medical knowledge data; and according to the trauma medicine knowledge data and the physiological state coding data, carrying out physiological state and knowledge graph association to obtain physiological state and knowledge graph association data. According to the invention, through real-time adjustment of the patient processing sequence and automatic generation of the personalized resource allocation auxiliary processing scheme according to the patient features, the medical resource utilization efficiency is improved.

The invention provides a trauma severity assessment method and system based on artificial intelligence and big data analysis, and relates to the technical field of AI.The trauma severity assessment method comprises the steps that an AI model is guided through cue word engineering to extract trauma information from structured medical record data of a trauma patient, and JSON format data containing diagnosis information, trauma identification and trauma description is generated; and a vector retrieval technology is adopted to retrieve a scoring rule related to a single injury condition from the modified ISS scoring rule knowledge base, and the AI model determines the area, the part and the score of each injury condition based on the JSON data and the scoring rule. And after checking and combining the injury condition scores, finally outputting an ISS total score and a specific score result of each wound area. The method can automatically extract and score the injury condition information, improves the ISS scoring efficiency and accuracy, and assists a doctor in rapidly evaluating the injury condition of a patient.

The invention relates to the field of intelligent medical treatment, in particular to a trauma grade evaluation method and device and a program product. The method includes: acquiring data of a trauma patient; transmitting the data to an evaluation model to obtain an evaluation result; a training process of the evaluation model comprises the following steps: acquiring a data set and a label of a trauma patient; the data set and the label are output to a neural network to be trained to obtain an evaluation model, parameter updating of the neural network comprises a first updating rule and a second updating rule, the neural network updates parameters by alternately executing the first updating rule and the second updating rule, and when the model performance of the neural network is lower than preset performance, the evaluation model is obtained. And suspending the iteration of the neural network through intermittent control, adjusting the proportion of the execution times of the first updating rule and the second updating parameter rule, and then carrying out iteration until the model is converged or the preset iteration times are executed. According to the method, the trauma degree of the patient can be efficiently and accurately given, and the method has good clinical value.

The invention relates to a rapid triage classification method for sudden group events and a medium, and relates to the technical field of medical information. Collecting vital sign data of each patient based on the intelligent wearable device, collecting external trauma information of the patient with the external trauma based on the image collection device, and associating and uploading the collected vital sign data and external trauma information with identity information; for any patient, based on the collected vital sign data or the vital sign data and the external trauma information, performing injury condition analysis to obtain an injury condition level; performing priority ranking treatment based on the injury level of each patient; for any patient with multiple external trauma, the external trauma severity order is obtained based on the external trauma information, and priority order treatment is performed based on the external trauma severity order, so that the injury severity of each patient in the sudden group event can be more accurately judged, and the treatment efficiency is improved. And the condition of illness delay caused by lack of timely treatment is reduced.

The invention provides a real-time multi-mode emergency patient treatment path intelligent matching method, an electronic device and a storage medium, and the method comprises the steps: obtaining the micro-strain wavelength offset and body surface pressure data of an intelligent textile in a body position movement process of a trauma patient in real time through an embedded fiber Bragg grating sensor; in combination with multi-axis acceleration data acquired by a multi-axis acceleration sensor on the transfer stretcher, generating a body surface pressure gradient distribution thermodynamic diagram; determining the position of a wound surface and extracting taboo bumping spectrum features; generating an initial candidate path set based on the bump frequency forbidden zone and a road roughness label in the electronic map, and screening out an optimal navigation path according to a turning centrifugal force threshold value; the moving speed of the transfer vehicle is obtained in real time through the vehicle-mounted positioning module, the transmission channel bandwidth of the preset broadcast channel is dynamically adjusted, and the optimal navigation path is sent to other terminals. According to the invention, the accuracy and real-time performance of the transfer path planning of the traumatic patient are improved.

The invention provides a severely traumatic patient emergency treatment process management method, device and system, which are used for creating a severely traumatic patient emergency treatment process management system and configuring specific standardized emergency treatment process nodes and quality control indexes for the severely traumatic patient emergency treatment process management system. In this way, the accuracy and integrity of the whole process can be combined with important time nodes of trauma quality control, the current quality control management requirement can be well met, simple and perfect records can provide a good data basis for emergency treatment work of patients with serious trauma, the emergency treatment work can be promoted to be stably and efficiently promoted, and the emergency treatment efficiency is improved. And the personal safety of severely traumatic patients is ensured.

The invention relates to the technical field of emergency medicine, in particular to an emergency department patient all-dimensional monitoring and emergency treatment system which comprises a patient information management unit, a real-time detection unit, a behavior feature recognition unit, an intelligent early warning and decision support unit and a remote cooperation and communication unit. According to the invention, through a multi-mode monitoring architecture special for trauma and a dynamic anti-interference mechanism, accurate and continuous monitoring of hemodynamics and vital signs of an acute trauma patient is realized, hidden shock and other critical conditions are effectively identified, and non-contact multi-mode perception and intelligent behavior analysis technologies are utilized to realize accurate and continuous monitoring of the acute trauma patient. Behavior characteristics such as the body surface temperature, the body position micro-motion and the voiceprint of the patient are converted into clinical risk indexes, potential risks are warned in advance, multi-dimensional and high-precision monitoring and warning are provided for the emergency treatment trauma patient, and the timeliness and the accuracy of emergency diagnosis are remarkably improved.

The invention discloses a traumatic patient body cavity rewarming method and device based on double-orifice precise temperature control and a storage medium. According to the method, temperature control lavage fluid is synchronously conveyed through double cavities, body temperature and pressure data are collected in real time, parameters are dynamically adjusted, and efficient rewarming is achieved. The device comprises a main machine, a double-cavity rewarming catheter and detachable consumables, the double-cavity catheter comprises a bladder lavage cavity and a stomach tube rewarming cavity and is connected with the main machine through a spiral connector, and the heat exchange efficiency is improved through an internal spiral heat conduction structure; the host integrates an intelligent temperature control system and a double-pump driving and pressure monitoring module, and supports a touch screen operation and wound first-aid mode. The system may store and synchronize data to an external medical system. The scheme solves the problems of low rewarming efficiency, temperature control difference, complex operation and the like in the prior art, and is suitable for low-body-temperature treatment of traumatic patients.

The application discloses a kind of acute trauma patient using analgesia pump, it is related to medical instrument technical field, including functional shell, functional shell contains shell, the control cavity of upper side and the liquid cavity of lower side are separated by horizontal partition in shell, the bottom and right side in liquid cavity are separated by L-shaped partition L-shaped medicine pipe passage, the middle part of horizontal portion of L-shaped partition is provided with limit seat, further including medicine bag limit extrusion executing mechanism, medicine liquid supply mechanism, medicine bag extrusion power mechanism, medicine delivery pump air mechanism and medicine delivery volume adaptability control mechanism, medicine bag limit extrusion executing mechanism contains medicine bag side limit plate and opposite displacement control component, two left and right corresponding medicine bag side limit plates are transversely slidably connected in the liquid cavity, the acute trauma patient using analgesia pump can let acute trauma patient select corresponding analgesic liquid infusion speed according to own pain feeling, and medicine pipe used for medicine liquid infusion is conveniently arranged and installed.

Provided herein are methods of treating a trauma patient, the method including: (a) administering a HDAC inhibitor to the trauma patient; and (b) administering a GRK2 inhibitor to the trauma patient, wherein the treatment prevents, reduces, or ameliorates the risk of an infection occurring after a traumatic event. In some cases, the infection is a respiratory infection, such as pneumonia. The HDAC inhibitor and / or the GRK2 inhibitor can be administered to the patient before, after, or before and after the traumatic event.

The present invention relates to a method by which intravenous fluids, blood or artificial blood containing high levels of mechanically infused dissolved oxygen can be used to maintain appropriate oxygen levels in venous blood to provide short term oxygenation support to a compromised patient or trauma patient. In one aspect, a system and method for oxygenating a biological fluid for a compromised subject or trauma subject in need of oxygenation support to maintain the subject at an appropriate oxygen level is provided, the method comprising: supplying oxygen from an oxygen source; and dissolving an amount of the supplied oxygen into the biological fluid to obtain an oxygen enriched biological fluid.

A method for onsite hemorrhage control in trauma patients using a portable rapid autotransfusion device can involve recovering a first portion of patient blood from an extravascular space into a fluid reservoir of the device. A negative internal pressure can be applied to the blood. The blood can be conditioned, such as by oxygenating and removing carbon dioxide. The conditioned blood can be returned to the patient intravenously at a rate that matches the rate of blood recovery, ensuring that the net volume of returned blood is maintained substantially equal to the net volume of removed blood.

The invention discloses a rapid suspension device for maxillary fracture, belongs to the technical field of medical emergency treatment instruments, and aims to solve the problem that a rapid, stable and portable external fixing device is lacked in maxillary fracture emergency treatment in a battlefield environment. The device comprises a head sleeve assembly, a pull rope locking mechanism, an insertion assembly and a maxilla bracket assembly, the head sleeve assembly comprises an annular head sleeve and a cross belt, the pull rope locking mechanism is installed on the two sides of the head sleeve through the adjusting assembly, the plug-in assembly is composed of a detachable plug-in buckle female head and a detachable plug-in buckle male head, and the maxilla bracket assembly comprises a left denture, a right denture and an arc-shaped connecting rod. The device adopts a magic tape, a BOA knob and a plug-in mounting structure, so that quick mounting and tension adjustment are realized, the distance between denture supports can flexibly adapt to different wounded persons, a medical metal material can be repeatedly disinfected, maxillary fracture bone blocks can be effectively supported forwards, backward falling is prevented, the smoothness of the upper respiratory tract is guaranteed, and the device is adaptive to battlefield first-aid efficient treatment requirements; the survival rate of the wounded with maxillofacial trauma can be obviously improved.

The present invention relates to a rapid triage method and medium for sudden mass incidents, and relates to the field of medical information technology. Based on intelligent wearable devices, vital sign data of each patient is collected, and based on image acquisition devices, external trauma information of patients with external trauma is collected, and the collected vital sign data and external trauma information are associated and uploaded with identity information; for any patient, based on the collected vital sign data, or, vital sign data and external trauma information, injury analysis is performed to obtain the injury level; based on the injury level of each patient, priority sorting and treatment are carried out; for any patient with multiple external traumas, based on the external trauma information, the severity ranking of external traumas is obtained, and priority sorting and treatment are carried out based on the severity ranking of external traumas, which can more accurately judge the severity of each patient's injury in sudden mass incidents and reduce the situation of delaying the condition due to untimely treatment.

This invention relates to the field of emergency medicine technology, specifically to a comprehensive monitoring and emergency care system for emergency department patients. The system includes a patient information management unit, a real-time monitoring unit, a behavioral feature recognition unit, an intelligent early warning and decision support unit, and a remote collaboration and communication unit. Through a trauma-specific multimodal monitoring architecture and dynamic anti-interference mechanism, this invention achieves precise and continuous monitoring of hemodynamics and vital signs in acute trauma patients, effectively identifying critical conditions such as occult shock. Furthermore, by utilizing non-contact multimodal sensing and intelligent behavioral analysis technology, it transforms the patient's surface temperature, subtle body movements, and voiceprints into clinical risk indicators, providing early warnings of potential risks. This offers multi-dimensional, high-precision monitoring and early warning for emergency trauma patients, significantly improving the timeliness and accuracy of emergency diagnosis.

The invention provides a state prediction method and device for a traumatic patient, electronic equipment and a storage medium, and belongs to the technical field of artificial intelligence. The method comprises the following steps: acquiring state parameters of a traumatic patient, wherein the state parameters comprise multiple of gender, age, systolic pressure, diastolic pressure, noninvasive blood pressure average value, heart rate, respiratory rate and oxyhemoglobin saturation; standardizing the state parameters to obtain input parameters; inputting the input parameters into a prediction model to obtain a first prediction probability output by the prediction model; wherein the first prediction probability is the probability that the traumatic patient has hemorrhagic shock, the probability that the traumatic patient needs to be infused with erythrocyte products of more than a set unit, the probability that the traumatic patient needs to receive an operation within a set time or the probability that the traumatic patient has poor prognosis. According to the invention, the shock probability, the probability of infusing red blood cell products, the probability of needing operations or the probability of poor prognosis of the traumatic patient can be predicted according to the state parameters of the traumatic patient.

The invention relates to an artificial neural network-based traumatic patient first-aid intelligent evaluation and decision-making system, and relates to the technical field of artificial intelligence. Data of the first-aid trauma patient is acquired through the data acquisition device, the first-aid treatment difficulty of the first-aid trauma patient is evaluated through the evaluation device, and a treatment scheme of the first-aid trauma patient is decided through the decision-making device. Wherein the evaluation equipment evaluates the first-aid treatment difficulty by using a pre-trained evaluation model and realizes accurate and efficient evaluation based on an artificial neural network, and the decision-making equipment determines a treatment scheme of a first-aid trauma patient by using a pre-trained decision-making model and realizes accurate and efficient decision-making based on the artificial neural network. Therefore, according to the technical scheme, intelligent assessment and decision-making of trauma patient first aid based on the artificial neural network can be achieved, and then the treatment effect of a first-aid treatment doctor on the trauma patient can be improved in an auxiliary mode.

A method for onsite hemorrhage control in trauma patients using a portable rapid, autotransfusion device can involve recovering a first portion of patient blood from an extravascular space into a. fluid reservoir of the device. A negative internal pressure can be applied to the blood. The blood can be conditioned, such as by oxygenating and removing carbon dioxide. The conditioned blood can be returned to the patient intravenously at a rate that matches the rate of blood recovery, ensuring that the net volume of returned blood is maintained substantially equal to the net volume of removed blood.

Methods and applications of the present disclosure include promoting blood clotting, controlling hemorrhage, and or inhibiting fibrinolysis in soldiers and civilians having experienced massive bleeding from a wound by administering antifibrinolytic agents, such as tranexamic acid, and or one or more procoagulants, in preferably autoinjector format.

This invention provides a cloud-based method and system for processing regional major trauma data, relating to the field of cloud computing technology. It includes acquiring and processing raw data of trauma patients through a cloud computing platform, generating dynamic severity ratings, and combining this with a regional medical resource availability matrix. Cross-institutional collaborative matching and scheduling is performed under constraints of transport time, treatment matching degree, and resource balance, generating and issuing optimal scheduling instructions. This invention achieves dynamic and accurate assessment of trauma patient severity and efficient collaborative scheduling of regional medical resources.

A mortality prediction device of trauma patients includes a data collection module that collects patient-related data of patients visiting an emergency department for a certain period of time, a learning data generation module that generates a learning data group for one patient by extracting a plurality of preset data from the patient-related data, and a prediction module that inputs the learning data group into one or more machine learning models, respectively, to learn the machine learning models to predict mortality of the corresponding patient.

The present invention relates to the technical field of healthcare data mining, and particularly to a knowledge mining method and system for the field of trauma care medicine. The method includes the following steps: obtaining original trauma medical data; performing data preprocessing on the original trauma medical data to obtain trauma medical data; performing standardization processing on the trauma medical data to obtain standard trauma medical data; obtaining trauma patient care monitoring data; and performing monitoring type classification on the trauma patient care monitoring data to obtain care monitoring type data. The present invention uses data processing technology, pattern recognition technology, and deep learning technology to achieve the fusion of trauma care medical data for trauma medical text information, image information, and care monitoring information, and to achieve the division of relevant knowledge levels for the fused trauma care medical data, thereby enabling a more comprehensive presentation of the knowledge system in the field of trauma care medicine.

Methods for the reversal of hemorrhagic shock or hemorrhagic trauma. Methods for reducing levels of aspartate aminotransferase (AST) and alanine aminotransferase (ALT) in a trauma patient through the administration of stored oxygen reduced blood products.

The present application relates to methods and compositions for storing whole blood, methods and compositions for improving clinical outcomes in trauma patients receiving blood transfusions, and methods and compositions for improving clinical outcomes in cancer patients receiving blood transfusions.

The invention relates to the technical field of medical care data mining, in particular to a knowledge mining method and system for the field of trauma nursing medicine. The method comprises the following steps: acquiring original medical data of a wound; performing data preprocessing on the trauma original medical data to obtain trauma medical data; standardizing the trauma medical data to obtain standard trauma medical data; acquiring nursing monitoring data of the trauma patient; and performing monitoring type division on the nursing monitoring data of the traumatic patient to obtain nursing monitoring type data. According to the invention, a data processing technology, a mode identification technology and a deep learning technology are adopted; trauma nursing medical data fusion is carried out on trauma medical text information, image information and nursing monitoring information, and relevance knowledge hierarchical division is carried out on trauma nursing medical fusion data; therefore, the knowledge system in the field of trauma nursing medicine is presented more comprehensively.

The utility model relates to the technical field of sterile medical treatment, and discloses a four-limb sterile protective sleeve for a patient with four-limb trauma, which comprises a PLA telescopic sleeve, the middle of the PLA telescopic sleeve is fixedly connected with a sealing pipe, one side of the sealing pipe is fixedly connected with an external connecting piece, the outer wall of the external connecting piece is provided with an outer ring thread, the inner wall of the external connecting piece is provided with an inner ring thread, and the sealing pipe is fixedly connected with the sealing pipe. A sealing assembly is arranged at one end of the external connecting piece, an elastic sleeve is fixedly connected to the top end of the PLA telescopic sleeve, and a contraction assembly is arranged in the middle of the elastic sleeve. According to the utility model, the telescopic sleeve is made of the PLA material, the PLA material has a degradable property, the influence on the environment is reduced, the size of a contraction opening is controlled through the drawing rope at the top end of the telescopic sleeve, the first magic tape, the second magic tape and the contraction layer during use, and the comfort is improved through the sponge ring arranged in the contraction layer; and unsmooth blood circulation of four limbs of the patient caused by too tight drawing ropes in order to ensure the sealing performance is prevented.

The invention relates to a method for the diagnosis, prognosis, prediction, risk assessment and / or risk stratification of a subsequent trauma-related complication in a polytrauma patient, comprising providing a sample of said patient, wherein the sample is isolated from the patient after the polytrauma, determining a level of pro-adrenomedullin (proADM) or fragment(s) thereof in said sample, wherein said level of pro-adrenomedullin (proADM) or fragment(s) thereof correlates with the likelihood of a subsequent trauma-related complication.

1. The name of this design product: walking-assisted shopping cart. 2. Purpose of this product: As a walking support tool, it combines the functions of a walker and a shopping cart, and is used by elderly people with limited mobility, certain trauma patients, hemiplegic patients and disabled people for travel and shopping. 3. The key point of the design of this product lies in its shape. 4. The picture or photo that best illustrates the design points: three-dimensional picture.

The invention discloses an orthopedic rehabilitation exercise device, and relates to the technical field of medical rehabilitation devices.The orthopedic rehabilitation exercise device comprises a mounting box, four supporting legs are arranged below the mounting box, a bed board is arranged on the mounting box, two placement boards are arranged on the bed board, and one end of each placement board is rotationally connected with the bed board; a reciprocating mechanism for driving the placing plates to alternately rotate in a reciprocating manner is arranged between the mounting box body and the placing plates; by arranging the reciprocating mechanism, the placement plate rotates in a reciprocating mode to conduct reciprocating and alternate leg straightening and lifting training on the legs of a patient with thigh fracture or knee joint trauma, the legs of the patient are straightened, quadriceps femoris muscles are tightened, then the leg muscle strength of the patient is increased, local blood circulation is promoted, and the patient is more relaxed. The disuse muscle atrophy caused by long-term fixation is avoided; the device is simple and reliable in structure, good in orthopedic rehabilitation exercise effect, convenient to control and suitable for popularization.