422 results about "Embolism" patented technology

The invention discloses a thrombus excision system. An embolus is extracted through a mechanical embolus extraction device, a blood vessel is dredged, and revascularization of the blood vessel is achieved. A saccule guide catheter is put at the near end of the embolus part when the embolus is extracted, blood flow is temporarily blocked, and thus a fine crushed embolus generated in the embolus extraction process is prevented from being flushed to the far end of the blood vessel; meanwhile, for a relatively large embolus, a part of thrombus can also be sucked by virtue of the saccule guide catheter, and then the residual thrombus can be extracted by virtue of a thrombus exsector. The thrombus exsector, the saccule guide catheter and a delivery microcatheter are arranged on the thrombus excision system disclosed by the invention, wherein the thrombus exsector is used as a main component, an excision spring is arranged, and the release state of the excision spring is a conical spiral state. Compared with the prior art, the thrombus excision system has the advantages that the thrombus exsector is very soft, the minimal through size is 0.014' (0.36mm), the thrombus exsector can easily enter a cerebral vessel, a near-end protection technology is adopted in the operation process, and thrombus suction is combined with mechanical embolus extraction, so that the success rate of the operation is improved, and the complications are reduced.

The invention provides an acute cerebral apoplexy early-stage intelligent screening and early warning method and system based on deep learning, and relates to the technical field of medical imaging and artificial intelligence, and the method comprises the steps: obtaining a multi-temporal angiography image of the brain of a patient through a pulse-type dynamic imaging scheme, extracting hemodynamic features through a double-flow feature extraction network, and obtaining a multi-temporal angiography image of the brain of the patient; and constructing a vasculopathy risk distribution diagram by combining a vascular structure analysis model, and marking a potential embolism risk area. Furthermore, in combination with tissue perfusion parameters obtained by multispectral imaging and brain tissue function parameters obtained by electroencephalogram signals, an ischemic penumbra region is identified by using a self-adaptive threshold segmentation model. And finally, based on the ischemic penumbra area, the tissue perfusion parameters and the brain tissue function parameters, calculating a risk level by using a hierarchical decision model with a space-time attention mechanism, and generating a corresponding clinical intervention scheme. According to the invention, the early accurate screening and risk early warning of acute cerebral apoplexy can be realized, and the clinical intervention efficiency is improved.

The invention discloses an embolism part for peripheral arteriovenous vessels, the embolism part comprises an anchoring part and a blocking part fixedly connected with the anchoring part, the blocking part adopts polyurethane shape memory foam, the expansion rate of the polyurethane shape memory foam is 50-100 times, and a preparation method of the polyurethane shape memory foam comprises the following steps: step 1, preparing a polyurethane shape memory foam material; the preparation method comprises the following steps: preparing a polyurethane acrylate prepolymer from macromolecular polyol, diisocyanate, a chain extender containing disulfide bonds, other micromolecular chain extenders and an acrylate end-capping reagent; and 2, uniformly mixing the polyurethane acrylate prepolymer, a foaming agent, a foaming promoter and a photoinitiator to obtain a foaming solution, and sequentially carrying out light curing and foaming on the foaming solution to obtain the polyurethane shape memory foam. According to the embolism part, the polyurethane shape memory foam is adopted as the blocking part, the blocking part applies radial acting force to the wall of the blood vessel all the time based on the expansion trend of the blocking part, and the blocking part and the anchoring part jointly act and can be stably maintained in the blood vessel.

An intra-vessel transcatheter filter device (1) designed to capture and remove emboli, thus preventing distal embolization, comprising: • a tubular filter (2) comprising a flexible porous material and defined by a distal element and a proximal element, namely a main body (3) and a funnel (4); i. said main body (3) having a length adapted to extend within a suitable vessel zone; said main body (3) comprising: a) a distal end (5) that is adapted to be radially coupled with said zone and hermetically sealed to it when the device is in an active configuration, said distal end (5) being provided of selectively actionable closure means so that said distal end is designed to be open when the device is in an active configuration and closed before the device retraction, b) a proximal end (6); ii. said funnel (4) forming an extension of said main body (3), with the funnel base located at said proximal end (6). • a support structure assembly (8) comprising: i. a supporting catheter (11) extending within said main body (3), ii. one radially expandable distal structure (9) fixed to said distal end (5), iii. one radially expandable proximal structure (10) positioned in correspondence of said proximal end (6), said distal structure (9) and said proximal structure (10) being fixed at least in an end to said supporting catheter (11).

The invention belongs to the technical field of medical instruments, and particularly relates to an integrated plugging balloon suction catheter. The suction catheter comprises a woven mesh tube, the near end of the woven mesh tube is connected with a handle, and the far end opening of the woven mesh tube is used for being close to the thrombus position; the balloon is arranged on the periphery of the woven mesh tube in a sleeving mode, and the balloon is arranged at the far end of the woven mesh tube; the handle comprises a catheter suction port and a filling port, the catheter suction port is communicated with the far port of the woven mesh tube, and the filling port is communicated with the balloon. The aspiration catheter can effectively reduce the occurrence rate of thrombus escape, so that the risk of far-end embolism is reduced, and good prognosis of a patient is achieved through efficient thrombus extraction; and the extra cost of using other instruments can be reduced, so that the comprehensive cost of the operation is reduced, the thrombus extraction success rate is greatly improved, manpower and material resources are saved, and a patient is benefited.

The invention relates to the technical field of medical clinical auxiliary diagnosis, in particular to an orthopedic postoperative complication early detection and early warning system based on data analysis, which comprises a multi-modal sign synchronous acquisition module, a sign dynamic difference quantification module, a complication feature association module, a grading early warning decision module and a dissection calibration visualization module. Wherein the multi-modal sign synchronous acquisition module is used for acquiring postoperative data of a patient; calculating a difference quantization parameter; the complication characteristic association module is used for identifying associated risk characteristics of the osteofascia ventricular syndrome, the deep venous thrombosis and the fat embolism; and the grading early warning decision module is used for generating a three-level early warning instruction based on the associated risk characteristics. According to the system and the method, through a multi-modal sign synchronous acquisition, difference quantification and grading early warning linkage mechanism, accurate recognition, risk grade division and visual intervention guidance of postoperative complications are realized, and the continuity of postoperative monitoring and the timeliness of early warning are improved.

The invention discloses a venous thrombosis risk assessment method based on a large language model, and relates to the technical field of medical artificial intelligence, and the method comprises the steps: collecting thoracic surgery diagnosis and treatment data of a patient, carrying out the space-time alignment, generating a standard diagnosis and treatment data flow, and carrying out the homomorphic encryption of the standard diagnosis and treatment data flow, and forming an encrypted patient data package; inputting the encrypted patient data packet into a multi-task large language model, performing feature extraction and semantic coding by a feature coding layer, performing time sequence modeling and risk probability calculation by a risk quantification layer, and outputting a venous thromboembolism risk level of a patient; and performing feature decoupling and potential space mapping on the encrypted patient data packet to obtain thrombus semantic potential features. Through the multi-task large language model, the dual machine learning algorithm and the homomorphic encryption, the accuracy of venous thrombosis risk early warning is improved, and the safety of the risk assessment process is enhanced.

Devices, systems, and methods for sealing medical devices, particularly during intravascular access, are disclosed herein. Some aspects relate to a hemostatic valve for sealing a wide range of medical devices, such as catheters, wires, embolectomy systems. The valve can include an elongate member having a first end, a second end, and a central lumen extending therebetween. A reinforcement structure extends along at least a portion of the elongate member and is coupled to the elongate member. A shell defining a first aperture and a second aperture may be included, which first and second apertures can be fluidly coupled by the elongate member. A tensioning mechanism is coupled to the shell and to the elongate member, the tensioning mechanism can be moveable between a first configuration wherein the tensioning mechanism is collapsed and the central lumen is sealed and a second configuration wherein the central lumen is open.

The present invention provides an early intelligent screening and warning method and system for acute stroke based on deep learning, which relates to the field of medical imaging and artificial intelligence technology, including obtaining multi-phase angiography images of the patient's brain through a pulsed dynamic imaging scheme, extracting hemodynamic characteristics using a dual-stream feature extraction network, and constructing a vascular lesion risk distribution map in combination with a vascular structure analysis model to mark potential embolism risk areas. Further, combining tissue perfusion parameters obtained by multispectral imaging and brain tissue function parameters obtained by electroencephalogram signals, an adaptive threshold segmentation model is used to identify the ischemic penumbra area. Finally, based on the ischemic penumbra area, tissue perfusion parameters, and brain tissue function parameters, a hierarchical decision model with a spatiotemporal attention mechanism is used to calculate the risk level and generate a corresponding clinical intervention plan. The present invention can achieve early and accurate screening and risk warning of acute stroke, and improve the efficiency of clinical intervention.

Devices, systems, and methods for sealing medical devices, particularly during intravascular access, are disclosed herein. Some aspects relate to a hemostatic valve for sealing a wide range of medical devices, such as catheters, wires, embolectomy systems. The valve can include an elongate member having a first end, a second end, and a central lumen extending therebetween. A reinforcement structure extends along at least a portion of the elongate member and is coupled to the elongate member. A shell defining a first aperture and a second aperture may be included, which first and second apertures can be fluidly coupled by the elongate member. A tensioning mechanism is coupled to the shell and to the elongate member, the tensioning mechanism can be moveable between a first configuration wherein the tensioning mechanism is collapsed and the central lumen is sealed and a second configuration wherein the central lumen is open.

The invention discloses a screw feeding device which is suitable for a pedicle screw. The screw feeding device comprises an implanting mechanism and a torque applying mechanism which are in transmission connection with a pedicle screw; the torque applying mechanism is configured to be in an engaged state and a disengaged state with the implanting mechanism; when the torque applying mechanism and the implantation mechanism are in a joint state, the torque applying mechanism can transmit torque to the implantation mechanism; and when the torque applying mechanism and the implanting mechanism are in a separated state, the torque applying mechanism is separated from the implanting mechanism, so that the torque is prevented from acting on the implanting mechanism in the exiting process of the torque applying mechanism, and the pedicle screw is prevented from loosening. According to the vertebral pedicle screw, the operation time can be shortened, the operation steps can be simplified, the cooperation among instruments can be optimized, the complex operation of a surgeon on the cooperation of the instruments can be reduced, the vertebral pedicle screw cannot be loosened, and bone cement can be rapidly placed at the same time, so that the possibility of bone cement leakage and embolism can be reduced.

The invention relates to the field of medical information technology and medical data analysis, in particular to a VTE risk prediction method and system based on multi-modal data fusion and dynamic risk modeling, and the system comprises a first feature extraction module, a second feature extraction module, a two-stage risk assessment module and a final risk judgment module. According to the application, through integration of clinical diagnosis and treatment, iconography and genomics data, a deep learning algorithm, a dynamic weight adjustment mechanism and a graph neural network technology are utilized to realize accurate prediction of the VTE risk of the active-stage lung cancer patient. And meanwhile, the problem of cross-mechanism data distribution difference is solved by adopting transfer learning, and the generalization ability of the model is improved. The method can significantly improve the prediction accuracy, reduces the manual intervention demands, and optimizes the medical resource distribution efficiency.

Systems and methods are adapted for treating the carotid artery. The systems include interventional catheters and blood vessel access devices that are adapted for transcervical insertion into the carotid artery. Embodiments of the systems and methods can be used in combination with embolic protection systems including blood flow reversal mechanisms, arterial filters, and arterial occlusion devices.

Devices, systems and methods for filtering embolic particles that may be generated from a medical procedure including protection of the major branching vessels from the aorta, and catches and filters emboli that may be generated during the TAVR procedure. The filter devices disclosed herein form an improved seal against the vessel wall that is activated by flowing blood. Devices described herein also allow for the closing of the ends of the filter device after capture of emboli, providing further security against accidental loss of emboli post capture.

Systems and methods for implanting a shunt for regulating blood pressure between a patient's left and right atria are provided. The shunt comprises an anchor having a neck region, first and second end regions, and a conduit affixed with the anchor formed of a biocompatible material that is resistant to transmural and translation tissue ingrowth and that reduces a risk of paradoxical embolism. The shunt may be advanced through the sheath until the first region protrudes from the sheath and self-expands within the left atrium. The shunt and the sheath may then be retracted until the first region contacts the left side of the atrial septum. The sheath may further be retracted until the counterforce exerted by shunt tension on the atrial septum overcomes the friction of the retained portions of the shunt such that the second region is exposed from the sheath and self-expands within the second atrium.

The invention discloses an insertion tube and a sputum aspirator, and relates to the field of medical instruments.The insertion tube is internally provided with a suction channel and a flow channel, the suction channel and the flow channel are distributed in the axial direction of the insertion tube, and the suction channel and the flow channel communicate with each other on the far-end side of the insertion tube; a first communicating hole communicating with the suction channel and a second communicating hole communicating with the flow channel are formed in the near end side of the insertion tube. The insertion tube can be connected with a negative pressure source so that negative pressure can be formed in the suction channel. By arranging the second communicating hole, the medical staff can accurately adjust the pressure distribution in the suction channel, the sputum removal efficiency is improved, and the discomfort of a patient is reduced. As air enters the flow channel through the second communication hole, local pressure at the far end of the suction channel is relatively increased, and the pressure difference before and after the sputum embolism is reduced. And when the sputum plug is loosened or sucked out, the internal pressure of the suction channel is transitionally stable, so that the sudden negative pressure gradient generated in the cavity due to the instant release of the negative pressure is avoided.

The invention discloses a wide-neck aneurysm mechanical release embolism spring ring device and a using method thereof, and belongs to the technical field of medical instruments. The device comprises a catheter, a catheter channel is arranged on the inner wall of the catheter, and a thrombus removal mechanism and a protection mechanism are arranged in the channel. The bolt releasing mechanism realizes quick bolt releasing of the spring ring through cooperation of a sliding shaft, a clamping plate and other parts; the protection mechanism can prevent the spring ring from being popped up accidentally due to the fact that the releasing wire falls accidentally. When in use, the catheter is pushed to a cerebrovascular segment where an aneurysm is located under the guidance of X-ray fluoroscopy and a contrast agent, a proper spring ring is selected and pushed to a preset position, the spring ring is released through a series of operations to complete embolism, and the catheter is withdrawn after the position is determined to be stable. The problems that when a spring ring is released through traditional electrolytic fusing, the position is difficult to adjust accurately, the packing effect is affected, and the recurrence risk is increased are solved, the spring ring can be released rapidly and accurately, an operation can be completed in time, and the operation risk is reduced.

The invention relates to the technical field of control of intelligent implanted medical instruments, and discloses an aneurysm neck sealing system and a control method. Digital subtraction angiography is adopted to measure the neck diameter in multiple directions, an average value is calculated, the target neck sealing radius is set by combining the size of an embolism device, and it is ensured that instrument type selection is scientific and reasonable. The triggering temperature and recovery kinetics of the shape memory polymer are determined through a constant-temperature experiment, an actual expansion radius model is established, and quantitative control over the heating process is ensured. A heat balance model is established by using the heat capacity and cooling curve of the embolism device, and temperature rise and heating power expressions are deduced, so that fine regulation and control of temperature and power are realized. And natural cooling is performed after heating to a set terminal point, the plugging effect is evaluated in real time through iconography measurement, and compensation heating or model replacement is performed according to actual differences to ensure the plugging effect.

Systems and methods are adapted for treating the carotid artery. The systems include interventional catheters and blood vessel access devices that are adapted for transcervical insertion into the carotid artery. Embodiments of the systems and methods can be used in combination with embolic protection systems including blood flow reversal mechanisms, arterial filters, and arterial occlusion devices.

The present invention discloses the application of TMPRSS9 gene in the diagnosis and treatment of venous thromboembolism, and belongs to the field of medical diagnosis and treatment technology. The present invention verifies the association between missense mutations of TMPRSS9 gene and thrombophilia in human population, in vivo and in vitro, and draws the following conclusions: nonsense mutations and missense mutations at the sites of c.334C>T, c.692C>T, c.917G>A, and c.1709C>T of TMPRSS9 gene are representative in the effect of TMPRSS9 gene mutation on the occurrence of venous thrombosis. The discovery of the above-mentioned pathogenic gene mutations can prevent and treat thrombophilia at an early stage, which is of great significance for the diagnosis, treatment and management of thrombophilia. At the same time, the inclusion of the new TMPRSS9 gene enriches the genetic variation spectrum of venous thromboembolic diseases, which is of guiding significance for the screening of diseases.

The invention discloses an embolism protection device and an embolism protection system. The embolism protection device comprises a conveying guide wire with a cavity structure; the supporting framework is provided with a cavity structure, the near end of the supporting framework is connected to the conveying guide wire, and the supporting framework is arranged to be telescopic so that the far end of the supporting framework can have an expansion state and a contraction state; the elastic bag is arranged at the far end of the supporting framework, the elastic bag is communicated with the cavity structure of the supporting framework, the filling medium entering through the cavity structure of the conveying guide wire enables the elastic bag to be filled and expanded, and therefore the far end of the supporting framework is driven to be expanded; and the filtering piece is connected to the elastic bag and changes in shape along with the change of the elastic bag. The filtering piece is attached to the inner wall of the blood vessel after being expanded, and due to the fact that the elastic bag has certain elasticity, the blood vessel cannot be damaged under the condition that the elastic bag is well attached to the inner wall of the blood vessel.

The invention discloses a filling plugging device for plugging a structural heart fistula, which solves the problems that the existing plugging device cannot adapt to the form of a diseased fistula and cannot effectively plug a diseased fistula damaged target area, so that backflow and even falling occur when the diseased fistula damaged target area is plugged, and comprises a plugging guide assembly, a plugging disc group and a self-adaptive plugging device, the plugging guide assembly comprises a plugging guide wire and a plugging composite tube; the self-adaptive plugging device is arranged, the self-adaptive plugging device can inject filling gel according to the sizes of different diseased fistula damaged target areas to achieve flexible adjustment of the expansion volume of the self-adaptive plugging device, after the self-adaptive plugging device injects embolism microspheres / gel, the fistula space can be rapidly filled, and a physical barrier is formed; the device has the functions of self-adaption and complete plugging of irregular sinus tracts, so that healing of surrounding tissues and sealing of fistula are promoted, and meanwhile, the device can also support the plugging disc group, so that it is guaranteed that the plugging disc group stably clamps a target area.

The invention relates to an extracorporeal circulation control method based on membrane lung resistance and an extracorporeal membrane lung oxygenation system thereof, and aims to solve the core technical bottlenecks of membrane lung blockage, efficiency reduction, embolism risk increase and operation time limitation caused by coagulation activation and thrombosis due to the fact that blood is in contact with non-biological materials in an ECMO system. The core is that pressure sensors at three key positions are used for monitoring an outlet and an inlet of the magnetic suspension blood pump and a membrane lung outlet in real time. And calculating membrane lung resistance pressure difference and scouring resistance pressure difference on the basis. And the system continuously judges whether the pressure difference is abnormal or not. When the pressure difference is normal, the constant flow mode of the blood pump is maintained, and the operation efficiency and stability are guaranteed. And once it is detected that the membrane lung resistance pressure difference and / or the flushing resistance pressure difference are / is abnormal, the blood pump is immediately switched to the pulsation mode. On one hand, thrombus which is deposited or loosened on membrane lung fibers can be physically scoured and scattered, and the blocking process is delayed; on the other hand, the risk that large free thrombus forms embolism can be remarkably reduced.

The invention provides a multimodal data fusion analysis method and system for pregnant and birth health. The method comprises the following steps: acquiring enhanced Raman spectrum data of amniotic fluid of a pregnant woman and electrical impedance spectrum data of blood of the pregnant woman; extracting a half-peak width parameter and a displacement parameter of a characteristic peak in a preset range from the enhanced Raman spectrum data, and analyzing a dielectric relaxation frequency variation parameter of a preset frequency band from the electrical impedance spectrum data; performing correlation analysis on the half-peak width parameter, the displacement parameter and the dielectric relaxation frequency variation parameter to construct a multi-dimensional interaction parameter; performing multi-modal data fusion analysis on the multi-dimensional interaction parameters to obtain a multi-modal data fusion analysis result including an amniotic fluid embolism probability value so as to realize risk early warning of amniotic fluid embolism; according to the multi-modal dynamic coupling and cross-scale pathological modeling, the technical barriers of data dimension limitation, static analysis lagging and multi-modal data isolation in the prior art are overcome, and an innovative technical path is provided for early accurate early warning of amniotic fluid embolism.

The invention relates to perfusion pump equipment applied to intra-articular flushing and a control method. The method comprises the steps that a liquid injection pump is driven by a liquid injection pump driving circuit to inject medical flushing liquid into an operation cavity; a pressure sensor is used for collecting real-time expansion pressure in the liquid injection process of the liquid injection pump; the difference value between the real-time expansion pressure and the set expansion pressure is calculated; calculating control parameters of the liquid injection pump by combining the difference value, the historical accumulated difference value and the difference value change trend; based on the control parameters, the flow speed of the liquid injection pump injected into the surgical cavity is adjusted through the liquid injection pump driving circuit. By dynamically regulating and controlling the liquid injection pump, the expansion pressure is kept stable, the problem of pressure fluctuation caused by intermittent liquid injection in the prior art is avoided, the surgical space and the surgical field definition can be effectively maintained, and the risk that air enters an articular cavity and causes embolism is reduced.

The utility model discloses a splenic artery blood flow limiting support, and particularly relates to the technical field of medical instruments, the splenic artery blood flow limiting support comprises a supporting support and a flow limiting support, the supporting support is sleeved outside the flow limiting support, two ends of the flow limiting support are fixedly connected with the inner side wall of the supporting support, the flow limiting support is a covered stent, and the flow limiting support comprises a contraction section and an expansion section. The contraction section and the expansion section are fixedly connected and communicated, and splenic artery blood flow in the supporting stent flows in from the contraction section and flows out from the expansion section. The splenic artery embolism postoperative spleen blood perfusion can be reduced, and the recurrence of splenic hyperfunction is reduced.

The invention discloses a guiding device for a super-smooth guide wire, and relates to the technical field of medical instruments, the guiding device comprises a plastic catheter, a metal guide wire is arranged in the plastic catheter, the guiding device further comprises a displacement auxiliary mechanism arranged on the plastic catheter, and the displacement auxiliary mechanism comprises a small knob slidably connected to the outer surface of the metal guide wire through a piston; the inner wall of the bottom end of the small knob is fixedly connected with an inner gear ring; through the arrangement of a small knob, an inner gear ring, a planetary gear, a positioning piece and a clamping piece, a medical worker can accurately control the moving distance of a metal guide wire when controlling the metal guide wire to move in a blood vessel of a patient, the accurate control of the moving distance of the guide wire can prevent complications such as blood vessel perforation, interlayer or aneurysm rupture caused by excessive insertion of the guide wire; friction between the head end of the metal guide wire and the blood vessel wall may cause plaque fragment falling, mechanical stimulation to the diseased region can be reduced by accurately controlling the moving distance, and the risk of far-end embolism is reduced.

To provide a catheter capable of reducing a risk of closing an unintended blood vessel such as a peripheral blood vessel by leak or dispersion of a high polymer material such as an embolic agent.SOLUTION: A catheter 2 includes: a shaft 3 which is the shaft 3 having one or more expanded lumens 11 for balloon expansion, and a delivery lumen 12 of a high polymer material, and has an opening 4 for communicating the delivery lumen 12 and the outside of the shaft 3; a first balloon 21 which is the first balloon 21 disposed at a distal side from the opening 4, and in which the inside is communicated with one of the one or more expanded lumens 11; and a second balloon 22 which is the second balloon 22 disposed at a proximal side from the opening 4, and in which the inside of the second balloon 22 is communicated with the expanded lumen 11 different from the expanded lumen 11 communicated with the inside of the first balloon 21 of the one or more expanded lumens 11, or the expanded lumen 11 communicated with the inside of the first balloon 21.SELECTED DRAWING: Figure 2

The invention relates to the technical field of intelligent medical treatment and accurate risk management of obstetrics, in particular to a dynamic risk assessment system and method for venous thromboembolism of pregnant and lying-in women based on multi-modal data fusion. The system is composed of a multi-modal data acquisition module, a cloud data processing module and an early warning feedback module. The multi-modal data acquisition module is integrated with the micro-fluidic chip to rapidly detect blood coagulation markers, the genetic information analysis unit is used for screening gene mutation, and the intelligent pressure socks are used for monitoring hemodynamic parameters in real time; the cloud data processing module adopts a long-short-term memory network model, inputs dynamic feature sequences of continuous 30 days, and outputs VTE risk level probabilities in the future 7 days; the early warning feedback module pushes a grading intervention scheme; dynamic monitoring is implemented in early, middle and late pregnancy stages and postpartum stages, and dynamic risk updating is realized in combination with clinical rules and deep learning. Clinical tests show that the sensitivity, the specificity and the early warning timeliness of the system are remarkably improved, and the ICU transfer-in rate is reduced.

A computer-implemented method of predicting a status of an embolization procedure on an aneurism, includes: receiving (S110) projection image data (110) representing temporal blood flow in a region of the anatomy including the aneurism during the embolization procedure; inputting (S120) the received projection image data (110) into a neural network (120) trained to predict temporal blood flow (130), wherein the neural network (120) is trained to predict temporal blood flow (130) using training data (140) representing temporal blood flow in a region of the anatomy that does not include an aneurism; and in response to the inputting (S120): generating (S130) an output (160) indicative of the status of the embolization procedure based on the predicted temporal blood flow.