78 results about "Nursing process" patented technology

The invention relates to the technical field of medical informatization and intelligent scheduling, and particularly discloses a ward nursing process prediction and dynamic scheduling method and system.The ward nursing process prediction and dynamic scheduling method comprises the steps that firstly, a digital twinborn simulation environment synchronized with a physical ward in real time is established, and a nursing process is simulated through a multi-agent network; carrying out multi-time sequence deduction based on the environment, generating a prospective scheduling instruction set, and issuing and executing the prospective scheduling instruction set; calculating a prediction mismatch degree index by collecting actual execution data and comparing the actual execution data with a plurality of dimensions of an expected state; when the index exceeds a dynamic threshold value, a meta control layer is triggered to carry out self-adaptive adjustment on simulation environment parameters, and the self-adaptive adjustment comprises reconstruction of an agent behavior logic weight or switching of a scene deduction mode; and deducing and generating an updated instruction set again based on the adjusted environment to form closed-loop optimization.

The invention relates to the technical field of medical intelligent decision, in particular to an operating room nursing key node decision support system, which comprises the following steps: establishing a nursing operation reference containing a standard execution sequence and a parameter interval based on historical cases; by integrating discrete operation and continuous monitoring data in a real-time operation, a nursing process event chain with unified semantics is formed. The system compares the chain of events with an execution criterion to identify potentially risky segments and automatically extracts, for each segment, a complete operating room multi-dimensional state snapshot within a specific time window before and after its occurrence. And dynamically constructing a cause deduction network according to the state snapshots, and speculating cause chains possibly causing risks by traversing the network. And integrating all deviation information and cause analysis results, and generating a structured decision intervention prompt. According to the invention, deepening from automatic risk identification to root intelligent diagnosis can be realized, and accurate and efficient decision support is provided for operating room nursing.

The invention relates to the technical field of cardiology nursing informatization, and discloses a cardiology nursing information monitoring system based on cloud computing. A physical sign monitoring module of the system integrates real-time data streams of a wearable device and a bedside monitor, collects multi-dimensional physiological parameters and generates a dynamic vital sign set; the health assessment module identifies abnormal fluctuation nodes of the physical sign data, matches historical medical record records, quantifies the association strength of the current physical sign and a typical pathological mode, and generates a multi-dimensional health risk index; the resource allocation module analyzes a nursing resource occupation state based on the risk index, calculates a task emergency degree weight, dynamically allocates a working path and an equipment use sequence of medical staff, and generates a hierarchical nursing scheduling scheme; and the intervention analysis module executes the scheduling scheme, compares sign changes before and after resource allocation, detects abnormal response delay time, positions execution deviation nodes and generates a nursing effect traceability report. The system assists intelligent and refined management of the nursing process of the department of cardiology.

The invention provides a tracheal catheter fixing and patient falling prevention linkage nursing device. The device comprises a tracheal catheter fixing module, a falling prevention detection module, an alarm intervention module and an interaction management module. The tracheal catheter fixing module is used for ensuring that the tracheal catheter does not slip or shift in the body position change or nursing process of a patient; the anti-falling detection module is used for monitoring the body position change of a patient on the nursing bed in real time; the alarm intervention module is used for giving an alarm to medical staff when potential dangers are monitored; the interaction management module is used for optimizing a risk reminding strategy in combination with medical care feedback of the device in the use process; by means of the linkage mechanism of catheter fixing and body position monitoring, accurate recognition and intelligent early warning of tracheal catheter slipping and the risk that a patient falls off a bed are achieved, and the safety and the active intervention capacity of clinical nursing are remarkably improved.

The invention discloses a functional capability and nursing risk-based elderly care method and related equipment, and relates to the field of medical nursing, and the method comprises the steps: obtaining multi-dimensional functional capability information and nursing risk indexes of an elderly patient, carrying out the structural integration through a weighted scoring model, and generating a joint evaluation file; and outputting the function baseline value, the risk category and the comprehensive risk index. The system calls a nursing intervention rule base according to the file, and a personalized intervention list is automatically generated to serve as an execution baseline for trend monitoring. Continuously updating function and risk data in the nursing process, and generating a time sequence trend chart and a risk level change curve; when a drop in function or an increase in risk is detected, the system triggers reevaluation and automatically adjusts the intervention list. According to the method, fusion of function evaluation and risk identification and automatic generation and dynamic adjustment of intervention suggestions are realized, and the intelligent and individualized levels of elderly care are improved.

The application discloses a skin wound nursing device, belonging to the technical field of wound nursing, which comprises a nursing and cleaning seat, a wound nursing cover body connected to the nursing and cleaning seat through a sliding connecting piece, a cleaning groove arranged in the nursing and cleaning seat, a circulating flushing assembly arranged in the cleaning groove, conveying side seats arranged on the two sides of the wound nursing cover body, a spraying and moving inner ring connected to the conveying side seats through an electric sliding rail assembly, and a plurality of mist sprayers arranged in the spraying and moving inner ring. When a large-area wound is cleaned, the nursing and cleaning seat and the wound nursing cover body arranged in sliding mode can achieve the effect of automatic cleaning and disinfection, and the wound can be automatically smeared with medicinal liquid through the wound nursing cover body above the nursing and cleaning seat after cleaning, so that the sanitary safety during the whole wound nursing process is ensured, the wound is prevented from being infected, the work intensity of medical staff is remarkably reduced, and the wound nursing efficiency is improved.

The invention discloses a neonatal kangaroo type nursing method, which relates to the technical field of neonatal nursing, and comprises the following steps: S1, guiding a nurse to lean against the neonatal kangaroo at an inclination angle of 60-90 degrees, and putting a back cushion on the back to keep the posture stable; s2, executing baby meeting and skin attaching operation, so that maximum-area skin direct contact between the newborn and the nurse is realized; s3, placing the newborn on the chest and abdomen of the caregiver in a vertical prone posture, and enabling the head of the newborn to turn to one side so as to keep the respiratory tract unobstructed; by constructing a parameterized and standardized nursing process, the safety and operability of neonate kangaroo type nursing are remarkably improved, a nurse stably leans obliquely at a scientific angle of 60-90 degrees, and in combination with the infant body position of vertical lying prone-head side turning, the smoothness of the respiratory tract is fundamentally guaranteed, the asphyxia risk is greatly reduced, and the nursing effect is improved. The whole action process is clear, and the technique is clear.

1. The name of the design product: hand washing clothes (innovative pocket). 2. The use of the design product: the design product is used for a professional garment worn by medical staff during daily diagnosis and treatment, ward rounds and nursing in hospitals. 3. The design points of the design product: in shape. 4. The picture or photo that best indicates the design points: perspective view 1. 5. No design points, omit top view; no design points, omit bottom view.

The invention relates to the technical field of heart nursing, and discloses a portable infusion apparatus for heart nursing, which comprises an infusion apparatus storage box and a tightening belt, both sides of the infusion apparatus storage box are provided with connecting boxes, the other end of the tightening belt is provided with a connecting block, the connecting boxes are internally provided with connecting channels, and the connecting channels are internally provided with clamping assemblies. According to the portable infusion set storage box, the tightening belt enters the connecting channel through the connecting block, the connecting block is clamped and fixed through the clamping assembly in the connecting channel, and it is guaranteed that the infusion set storage box can be used in a portable mode through the tightening belt. The infusion set can be used in various scenes such as moving and transferring in the heart nursing process, the limitation that a traditional infusion set can only be fixedly placed is broken through, a connecting block and a connecting box are clamped and matched, an internal limiting column extends out of a clamping structure, firm locking of a tightening belt and a storage box is achieved, accidental falling in the using process is avoided, and infusion safety is guaranteed.

The invention discloses a spinal post-operation rehabilitation posture intelligent monitoring system based on multi-modal data, particularly relates to the field of medical informatics and nursing guidance, and is used for solving the problems that in the existing spinal post-operation rehabilitation nursing process, manual observation is mainly relied on, and continuous monitoring and risk prediction are difficult to carry out on posture changes and potential compensation behaviors of a patient. By fusing electronic medical record information, nursing records and posture movement data, an individualized dynamic activity safety domain is constructed, posture changes of all stages in the posture conversion process are matched and analyzed, abnormal postures and compensation modes are recognized, and a posture conversion stage association network is established to predict continuous compensation risks. Therefore, a nursing risk prediction result and a corresponding nursing intervention guidance strategy are generated, so that the safety of postoperative rehabilitation nursing is improved, an auxiliary decision making basis is provided for nursing personnel, and intelligent nursing monitoring, precise risk assessment and personalized nursing intervention in the spine postoperative rehabilitation process are realized.

The invention relates to the technical field of medical instruments, and discloses a catheter nursing device for intravenous therapy in the oncology department, which comprises a mounting seat, an arm clamping and fixing mechanism is arranged on the outer wall of the mounting seat, the arm clamping and fixing mechanism comprises a servo motor, and the front surface of the servo motor is fixedly connected with the upper end of the back surface of the arm clamping and fixing mechanism; the output end of the servo motor movably penetrates through the front face of the mounting base, a lead screw is fixedly mounted at the output end of the servo motor, a mounting frame is movably mounted on the front face of the lead screw, the back face of the mounting frame is fixedly connected with the front face of the mounting base, a connecting frame is fixedly mounted at the middle end of the front face of the mounting frame, and a limiting guide rod is fixedly mounted at the front end of the inner wall of the mounting frame. By arranging the arm clamping and fixing mechanism, the arm of a patient can be stably fixed, the problem that a catheter is pulled out or shifted due to shaking of the arm of the patient or misoperation of medical staff in the nursing process is effectively solved, and the nursing safety and efficiency are improved.

The application provides a radar-based nursing behavior compliance auditing method, system and product, the method comprising: target detection on collected radar echo data, and generating a target 2D point cloud based on the target detection result; human target recognition based on the target 2D point cloud; trajectory tracking on the recognized human target, obtaining a trajectory coordinate sequence; extracting a nursing behavior characteristic parameter based on the trajectory coordinate sequence, and determining the nursing behavior compliance based on the nursing behavior characteristic parameter; and generating a nursing behavior compliance auditing report based on the nursing behavior compliance determination result. The nursing behavior compliance auditing method provided by the application does not need to collect actual image data, can identify personnel in the scene without infringing privacy, and can simultaneously identify nursing behavior, can monitor the whole process of nursing, effectively improves the effectiveness of nursing process supervision, and effectively reduces the auditing time cost of nursing work orders.

The invention relates to an optimal evidence-based laparoscopic postoperative shoulder pain standardized nursing process optimization method and device, and the method comprises the steps: collecting the baseline data of a patient before the laparoscopic operation, and the baseline data comprises the demographic information, the medical history information and the operation information; inputting the baseline data of the patient into the trained preoperative individualized shoulder pain risk prediction and grading model, and predicting a risk grading result of the patient; inputting the risk grading result into a trained optimal evidence-based medical evidence rule engine model, and outputting a perioperative period nursing intervention scheme; the optimal evidence-based medical evidence rule engine model comprises a rule engine tree, an intervention strategy library, an intra-operative optimization module, a postoperative analgesia module and a postoperative rehabilitation module. Through the optimal evidence-based medical evidence rule engine model, the nursing intervention scheme in the perioperative period is intelligently output according to the risk level of the patient, and the nursing quality is remarkably improved.

The invention provides an excrement monitoring and processing device and a processing method. The excrement monitoring and processing device comprises a medicine injection module with a medicine injection catheter, a sensor module, a smashing module and a control system, wherein the sensor module and the smashing module are installed on the front portion of the medicine injection catheter. The medicine injection module is used for injecting softening medicine into the intestinal tract; the sensor module is used for collecting state parameters of excrement in the intestinal tract in real time; and the crushing module is used for mechanically crushing the excrement. The sensor module is arranged to obtain excrement state data, the control system judges the excrement property according to the data and then controls the medicine injection module to accurately inject medicine into the intestinal tract, and the problems that traditional medicine enema dosage is not accurate, and the speed is difficult to control are solved; meanwhile, the mashing module can be used for mashing the hard excrement in an auxiliary manner under the control of the control system, so that the risk of intestinal injury caused by manual auxiliary defecation is avoided. The multifunctional nursing bed integrates the functions of detection, medicine injection and smashing, the nursing process is simplified, the workload of medical staff is relieved, and the comfort level of a patient is improved.

The utility model belongs to nursing paste technical field, and disclose a kind of local cold compress and hemostasis integration nursing paste after inoculation, including backing layer, the lower surface of backing layer is equipped with cold compress layer, and the lower surface of cold compress layer is equipped with hemostasis layer, the lower surface of backing layer is fixedly equipped with the fit circle, the outer surface of cold compress layer and hemostasis layer is all with fit circle movable fit, the lower surface of fit circle is connected with isolation layer with adhesion, the upper surface of cold compress layer is fixedly equipped with positioning column symmetrically, the upper surface of backing layer is equipped with column groove symmetrically, the upper end of positioning column is penetrated through corresponding column groove and is fixedly connected with limit ball. Through the above scheme, cold compress and hemostasis function are integrated in nursing paste, simplify inoculation nursing process, save time manpower, reduce pain swelling, accelerate wound healing, reduce infection risk;Meanwhile, through positioning column, limit ball and fit circle design, guarantee cold compress layer stability, improve nursing paste fit degree and use experience.

The application discloses an integrated intelligent mobile nursing cart, which comprises a cart body and an intelligent part arranged on the cart body, wherein the intelligent part comprises a code scanner, a display screen, an RFID reader-writer, a wireless communication module and an electronic information operation layer; the display screen, the RFID reader-writer and the wireless communication module are connected with the electronic information operation layer respectively; the code scanner is connected with the display screen; the wireless communication module is connected with a hospital data exchange platform through a wireless network; the electronic information operation layer sends a query request to each business system and receives returned data through the hospital data exchange platform, and meanwhile, the nursing execution result is returned to the hospital data exchange platform. The application integrates a high-performance electronic information operation layer, optimizes a nursing service process, improves the clinical nursing work efficiency, reduces the work load of nurses, realizes the sharing of all information in the whole nursing process through multi-port input, integrates medical nursing resources, and realizes the deep integration with a hospital information system.

The invention discloses a cardiovascular intervention postoperative nursing device, and relates to the technical field of medical instruments, the cardiovascular intervention postoperative nursing device comprises an assembling sleeve frame, arc-shaped grooves are formed in two sides of the surface of the assembling sleeve frame, and elastic pads are mounted on the surface of the assembling sleeve frame and located on the inner sides of the arc-shaped grooves; according to the postoperative nursing device for cardiovascular intervention, by arranging the assembling sleeve frame, the elastic cushion, the protective frame, the first driving gear, the first transmission gear, a connecting rod, a connecting rod, a rotating rod and a rotating disc, multi-dimensional compound motion output from static supporting to dynamic fine adjustment of postoperative limbs of a patient is achieved; therefore, on the basis that wearing comfort and fitting degree are guaranteed, according to the requirements of different rehabilitation stages, precisely-controlled progressive pressure can be applied to an affected limb or professional rehabilitation techniques can be simulated for auxiliary movement, local circulation is effectively promoted, muscular tension is relieved, the joint movement range is maintained, and the rehabilitation effect is improved. And the automation level and the precision level of the nursing process are improved.

The invention belongs to the technical field of auxiliary medical instruments, and particularly relates to a convenient fumigation device for gynecological nursing, which comprises a barrel body, a cushion is hinged to an opening of the barrel body, a conical hopper is hermetically connected to the opening of the barrel body, an air injection part is arranged on the inner wall of the conical hopper, and the air injection part is communicated with a steam supply assembly through a pipeline. The steam supply assembly is used for generating steam and spraying the steam out through the steam spraying part so as to fumigate the affected part of the patient, and a cooling mechanism is arranged on the pipeline and used for reducing the temperature of the steam in the pipeline; a lifting assembly is arranged at the bottom of the conical hopper, a cleaning assembly is arranged at the lifting end of the lifting assembly, the cleaning assembly communicates with a liquid medicine supply mechanism, the liquid medicine supply mechanism provides liquid medicine for the cleaning assembly, and the liquid medicine is sprayed to the affected part of the patient through the cleaning assembly for medicine cleaning. The fumigation and medicine washing functions are integrated, the nursing efficiency and effect are improved, and operation inconvenience in the patient nursing process is reduced.

The invention relates to the technical field of medical instruments, in particular to an auxiliary device for neck anesthesia nursing, which comprises an adjusting frame, a head supporting piece is arranged at the top of the front side of the adjusting frame, a chest lifting piece is arranged on the rear side of the adjusting frame, the adjusting frame comprises an adjusting bottom frame, and a neck bracket is arranged at the top of the adjusting bottom frame. By arranging the adjusting frame, the head supporting piece and the chest lifting piece, the dual functions of precise limiting and fixing of the neck of a patient and height self-adaptive adjustment are achieved, the risk caused by shaking of the neck of the patient in the anesthesia nursing process is effectively avoided, and meanwhile the individual requirements of patients of different body types are met through a height adjusting mechanism; besides, a thoracic cavity supporting function is creatively integrated, the thoracic cavity of the patient is stably supported through a mechanical linkage structure, the comfort and safety of the patient in the operation process are further improved, and efficient and reliable auxiliary support is provided for neck anesthesia nursing work in an operating room.

The utility model discloses an obstetrical nursing enclosure, including fender assembly for limiting infant sleep position, including fender main part, fender main part is right triangle prism structure, and the inclined surface of fender main part is provided with the blocking part, and the sidewall of fender main part is inlayed and is provided with the enclosure mounting hole. The utility model's enclosure assembly passes through the design of the up and down movement of screw column in sliding mouth, can fast regulation height, and the enclosure of lowering in daytime is convenient for nursing personnel to arrange bed, feed or check infant, and the enclosure of lifting in night ensures safety. Compared with traditional fixed height enclosure, the device can realize function switching without disassembling, and the operation is simple and direct, and knob control does not need additional tool, and is suitable for hospital, confinement center and other high frequency nursing scene. The limiting function of fender assembly further reduces the hindrance in the nursing process, ensures infant in the safety area, significantly improves the nursing efficiency, reduces the operation burden of medical staff or parent, and satisfies the diversified nursing demand.

The application relates to the technical field of informationization of cardiology nursing, and discloses a cardiology nursing information monitoring system based on cloud computing. A sign monitoring module of the system integrates real-time data streams of a wearable device and a bedside monitor, collects multi-dimensional physiological parameters, and generates a dynamic vital sign set; a health assessment module identifies abnormal fluctuation nodes of sign data, matches historical medical record, quantifies the correlation strength between current signs and typical pathological patterns, and generates multi-dimensional health risk indicators; a resource allocation module analyzes the nursing resource occupation state based on the risk indicators, calculates the task urgency weight, dynamically allocates the work path of medical staff and the equipment use sequence, and generates a hierarchical nursing scheduling scheme; and an intervention analysis module executes the scheduling scheme, compares the sign changes before and after the resource allocation, detects the abnormal response delay time, locates the execution deviation nodes, and generates a nursing effect traceability report. The system helps the intelligentization and fine management of the cardiology nursing process.

The invention relates to the technical field related to medical care instruments, in particular to an electric massage device for flatulence nursing after an intestinal operation and a using method thereof.The electric massage device for flatulence nursing after the intestinal operation further comprises a connecting plate movably arranged on the mounting frame and connected with a power mechanism mounted on the mounting frame, and a connecting rod movably arranged on the connecting plate; the power mechanism is used for driving the yoke plate to rotate, so that the massage assembly arranged on the yoke plate executes a looping type massage action on the abdomen of a patient; wherein the massage assembly comprises an assembly plate movably arranged on the yoke plate and a plurality of round rollers rotationally installed at the bottom of the assembly plate, the assembly plate is connected with the yoke plate through two sets of elastic pressure applying mechanisms, in the whole nursing process, the massage strength is gradually increased, the massage process is made to be progressive, and the massage effect is improved. The patient can adapt to the whole massage process, the flatulence discharging effect is better facilitated, and the device is suitable for application and popularization.

The invention relates to the technical field of rehabilitation medical instruments and discloses a nursing bed capable of being connected with a wheelchair to facilitate movement of a patient, the nursing bed comprises a nursing bed body, a first conveying belt is mounted in the nursing bed body, a connecting shaft is fixedly connected to one side of a belt of the first conveying belt, and a supporting back plate is fixedly connected to the exterior of the connecting shaft; the upper surface of the nursing bed body is fixedly connected with a blocking frame, a first sliding groove is formed in the nursing bed body, a wheelchair mechanism is installed at the tail end of the nursing bed body, a rotating assembly is installed in the tail end of the nursing bed body, and the wheelchair mechanism is installed at the tail end of the nursing bed body through the rotating assembly. A lifting mechanism is slidably connected into the first sliding groove, and one side of the lifting mechanism is connected with the back of the supporting back plate. The first conveying belt is arranged in the nursing bed body, so that the patient can be transferred between the bed and the wheelchair in a translation mode, and the situation that the body of the patient needs to be moved by nurses in the traditional nursing process is avoided.

The invention relates to the technical field of medical instruments, in particular to an auxiliary device for neck anesthesia nursing, which comprises an adjusting frame, a head supporting piece is arranged at the top of the front side of the adjusting frame, a chest lifting piece is arranged on the rear side of the adjusting frame, the adjusting frame comprises an adjusting bottom frame, and a neck bracket is arranged at the top of the adjusting bottom frame. By arranging the adjusting frame, the head supporting piece and the chest lifting piece, the dual functions of precise limiting and fixing of the neck of a patient and height self-adaptive adjustment are achieved, the risk caused by shaking of the neck of the patient in the anesthesia nursing process is effectively avoided, and meanwhile the individual requirements of patients of different body types are met through a height adjusting mechanism; besides, a thoracic cavity supporting function is creatively integrated, the thoracic cavity of the patient is stably supported through a mechanical linkage structure, the comfort and safety of the patient in the operation process are further improved, and efficient and reliable auxiliary support is provided for neck anesthesia nursing work in an operating room.

The invention discloses neurosurgical nursing equipment, and relates to the technical field of biomedicine, and the neurosurgical nursing equipment comprises a drainage cannula used for drainage in the nursing process, and further comprises a plurality of sets of collection assemblies. According to the drainage equipment, in the nursing operation process, through mutual cooperation of the collecting assembly, the conveying assembly and the switching assembly, the problems of light refraction and color distortion caused by liquid accumulation of a traditional drainage bag can be avoided in the collecting process, and the drainage efficiency is improved; the state of the drainage liquid collected in the collection box is effectively observed while collection is achieved, the adjacent collection assemblies can be automatically switched to continue to collect the drainage liquid after a certain amount of drainage liquid is collected, manual replacement is not needed, drainage nursing is facilitated, the drainage liquid is sequentially collected through the adjacent collection assemblies, and the drainage liquid collection efficiency is improved. Changes of drainage liquid collected in different time periods can be compared more visually, and judgment in the nursing process is facilitated.

The invention discloses a satisfaction assessment method which is used for solving the problems that in the prior art, when a questionnaire survey method is adopted to assess the satisfaction of disabled old people in the nursing process, the assessment efficiency is low, and the satisfaction assessment result is inaccurate. The method comprises the following steps: acquiring electroencephalogram signal data, heart rate variability information and a galvanic skin conduction level of a service object; inputting the electroencephalogram signal data, the heart rate variability information and the galvanic skin conduction level into a trained satisfaction evaluation model to output evaluated satisfaction; wherein the satisfaction evaluation model is obtained based on the electroencephalogram signal data sample, the heart rate variability information sample and the galvanic skin conduction level sample of the historical service object and the satisfaction training of the historical service object. The invention further discloses a satisfaction evaluation device, electronic equipment, a computer readable storage medium and a computer program product.

The application discloses a nursing bed with head washing nursing function, comprising a bed body, a bed head movably connected to the bed body and capable of approaching and moving away from the bed body, and a washing assembly, the bed head is provided with an embedding groove on the side facing the bed body, the washing assembly comprises a folding cloth, a plurality of supporting rods arranged in the folding cloth, and a water spraying pipe, the supporting rods are arranged at the two side end portions of the folding cloth, the bed head is provided with a water tank at the bottom, when the bed head approaches the bed body, the washing assembly is accommodated in the embedding groove, when the bed head is pulled out, the folding cloth is unfolded above the bed body to form a washing cavity for the patient to wash hair, the water spraying pipe sprays water in connection with a water source, and the water flow falls into the water tank for collection, when the bed head is pulled away from the bed body, the folding cloth is automatically unfolded to form the washing cavity above the bed body when the bed head is pulled to a certain length, the patient only needs to be slightly moved along the direction of the bed body to make the head enter the washing cavity, the moving range and frequency of the patient are greatly reduced, the pain and risk of the patient in the nursing process are reduced, and the nursing experience of the patient is improved.

This invention discloses a nursing process information management system, relating to the field of nursing process data processing technology. It preprocesses raw medical business data to obtain static tree topology structured data, dynamic graph topology structured data, and corresponding dynamic graphs. A static tree topology database is constructed based on the static tree topology structured data. The dynamic graph topology structured data is then constructed and stored using spectral decomposition to obtain a dynamic graph topology database. The static tree topology database is encoded to obtain a static embedding matrix. The spectral domain representation in the dynamic graph topology database is then enhanced with spectral domain features and reconstructed to obtain a dynamic embedding matrix. The static and dynamic embedding matrices are aligned, and a fusion function is used for information balancing and fusion to generate a fused embedding matrix. This matrix is ​​then applied to obtain a task recommendation list, optimized nursing pathways, and nurse scheduling suggestions.

The invention discloses an in-service nurse nursing behavior intelligent analysis and training system based on artificial intelligence, and relates to the technical field of nursing behavior analysis. The information acquisition module is used for acquiring past nursing behavior information and acquiring real-time nursing behavior information of an in-service nurse; according to the invention, the reference library is established based on the previous nursing behavior information through the set reference establishment method as a reference, the nursing name corresponding to the real-time nursing behavior information is judged through the behavior matching method, and whether the nursing behavior of the nurse is standard is judged through the behavior analysis method in combination with the nursing name. And when the behavior is not standard, to-be-optimized information is generated through a behavior optimization method and sent to nurses, intelligent analysis behaviors are integrally provided, training is provided when the behaviors have defects, the compliance and skill gap in actual operation is continuously and objectively evaluated through systematic analysis and training, near-real-time error correction and decision support is provided, and the accuracy and the reliability of the system are improved. And the safety and the efficiency are instantly improved in key nursing links.

The invention relates to the technical field of automatic medical treatment, provides an interventional nursing process control scheme, and particularly relates to an interventional nursing process monitoring method and device and electronic equipment. According to the method, the basic medical data related to clinic is constructed, and the basic medical data is subjected to linear regression processing twice through the screening model pair formed by combining the unit linear regression model and the multiple linear regression model, so that the associated medical data highly related to the bleeding risk is obtained; and carrying out risk probability calculation on the associated medical data through the prediction model to obtain a final risk value, so that the bleeding risk in the nursing stage is determined. Compared with the prior art, according to the embodiment of the invention, the hemorrhagic high-risk patient can be automatically identified in the early stage of the nursing stage, and the occurrence of hemorrhage conditions is reduced.