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42 results about "Stereotaxis" patented technology

Use of a computer and scanning devices to create 3-dimensional pictures. This method can be used to direct a biopsy, external radiation, or the insertion of radiation implants.

Stereotactic puncture path planning method based on reinforcement learning

The invention discloses a stereotactic puncture path planning method based on reinforcement learning. The stereotactic puncture path planning method comprises the following steps: S1, constructing a risk weight map; s2, establishing a puncture constraint set; s3, performing global search on the frog group initial population by adopting a discrete frog leaping optimization algorithm to obtain an initial puncture path set with consistent constraints; s4, mapping the real-time navigation state vector template into a state set; s5, when Q value updating is executed, strategy smooth regularization is introduced, and state-action-award closed-loop iteration is completed; and S6, when the simulation navigation system judges that the puncture instrument reaches the target ventricle coordinate or the navigation state vector triggers the risk threshold early warning of the puncture constraint set, the final simulated refined puncture path is output to a surgical navigation interface. The probability of damaging a key structure in an operation is obviously reduced.
Owner:THE FIRST MEDICAL CENT CHINESE PLA GENERAL HOSPITAL

Neurosurgical operation scheme optimization method based on digital twinning and causal inference

The invention discloses a neurosurgical operation scheme optimization method based on digital twinning and causal inference, belongs to the technical field of medical equipment and information processing, is suitable for radiofrequency thermocoagulation (RF-TC) treatment drug-refractory epilepsy (DRE) operation under the guidance of stereotactic electroencephalogram (SEEG), and comprises the following steps: constructing a patient specific calculation model (PSCM); integrating multi-modal data to establish a digital twinborn model covering anatomical geometry, organizational physical attributes, neurodynamics and radio frequency thermal coagulation multi-physics field coupling; an optimization scheme is generated based on a causal inference generative adversarial network (CI-GAN), the causal effect of candidate schemes is quantitatively evaluated through PSCM, and the curative effect and safety are optimized through adversarial training; fine adjustment of a doctor on an AI scheme is achieved through an interactive platform, a final scheme is determined by combining real-time feedback quantitative indexes of the PSCM, objective identification of an epileptic source area, precise prediction of lesion and man-machine collaborative optimization are achieved, and scientificity and feasibility of an operation scheme are improved.
Owner:LANZHOU UNIV

A brain-computer interface system for recognizing the intention of Chinese oral language based on a sound-meaning integration double model

ActiveCN121560160BSpoken languageStereotaxis
The application provides a Chinese spoken language intention recognition brain-computer interface system based on a sound-meaning integration double model, belongs to the technical field of biomedical engineering, and relates to language brain-computer interface technology. Taking sound-meaning integration as the core, the stereotactic intracranial electroencephalogram (sEEG) technology is adopted to collect neural signals of the brain articulatory motor coding area and the semantic concept organization coding area. The system comprises a voice initiation decoder, a speech decoder, a semantic decoder and a Chinese word speech-semantic fusion synthesizer, the target decoder is constructed by extracting high gamma band features of key brain areas of the frontal lobe (left inferior frontal gyrus, premotor cortex, etc.), the temporal lobe (anterior temporal lobe, dorsolateral temporal lobe, etc.). At the same time, a visual and auditory induction training paradigm is matched, three tasks of listening to sound to group words, looking at words to group words and word association are set, and the subjects are supported to generate words independently. The system effectively solves the homonym and near homonym word ambiguity problem in Chinese spoken language recognition, and provides a precise interactive tool for ALS and other speech disorder patients.
Owner:BEIJING TIANTAN HOSPITAL AFFILIATED TO CAPITAL MEDICAL UNIV

Chinese spoken language intention recognition brain-computer interface system based on pronunciation-meaning integration double models

The invention provides a Chinese spoken language intention recognition brain-computer interface system based on pronunciation-meaning integration double models, belongs to the technical field of biomedical engineering, and relates to a language brain-computer interface technology. Sound-sense integration is taken as a core, and a stereotactic intracranial electroencephalogram (sEEG) technology is adopted to acquire neural signals of a brain phonetic motion coding region and a semantic concept organization coding region. The system comprises a sound production starting decoder, a voice decoder, a semantic decoder and a Chinese word voice-semantic fusion synthesizer, and a target decoder is constructed by extracting high gamma wave band characteristics of key brain regions of frontal lobe (left subfrontal gyrus, anterior cortex of motion and the like) and temporal lobe (anterior temporal lobe, dorsal lateral temporal lobe and the like). Meanwhile, an audio-visual induction training normal form is matched, three tasks of listening word combination, character reading word combination and vocabulary association are set, and subjects are supported to autonomously generate vocabularies. The system effectively solves the problem of ambiguity of homophonous and near-phonetic words in spoken Chinese recognition, and provides an accurate interaction tool for speech disorder patients such as ALS and the like.
Owner:BEIJING TIANTAN HOSPITAL AFFILIATED TO CAPITAL MEDICAL UNIV

Method and system for predicting deep brain stimulation parameters

The present disclosure relates to a method for suggesting personalized and symptom-specific DBS stimulation parameters, comprising the steps of: creating a three-dimensional symptom network library comprising a data-driven three-dimensional model of symptom-specific nerve tracts in a stereotactic space established based on a detailed and comprehensive pathway profile; registering patient data with the three-dimensional symptom network library to analyze how an electrode of a single patient is mapped thereto; stimulation parameters are derived and suggested from baseline symptom severity characteristics for each patient. Another object of the invention relates to a system for predicting DBS parameters, the system comprising an interface for providing DBS parameters to an electrode and receiving signals from a patient, and a computer programmable unit comprising a data memory for storing a network library of three-dimensional symptoms, the three-dimensional symptom network library includes a stored data driven three-dimensional model of symptom-specific nerve tracts in a stereotactic space established based on detailed and comprehensive pathways for predicting DBS parameters.
Owner:CHARITE UNIVS MEDIZIN BERLIN

Lumbar facetectomy guide

ActiveUS12490995B2Surgical navigation systemsJoint implantsStereotaxisFacetectomy
A lumbar facetectomy guide includes a trajectory drill guide, a transforaminal rectangular cannula, and a stereotactic block, the stereotactic block including a first channel for receipt of the trajectory drill guide and a second channel for receipt of the transforaminal rectangular cannula.
Owner:RHODE ISLAND HOSPITAL

Graphical user interface for visual operation guidance of an electronic device

1. Name of the design product: Graphical user interface for visualized operation guidance of an electronic device. 2. Use of the design product: For an electronic device. 3. Design features of the design product: The graphical user interface displayed on the electronic device. 4. Picture or photograph best illustrating the design features: Design 1 front view. 5. Use of the graphical user interface: The graphical user interface is used for visualized guidance of the operation of a stereoscopic or ultrasound guided vacuum assisted biopsy device. The graphical user interface of design 1 is used to guide the installation of a biopsy system, wherein the front view guides the attachment of one of three casings of a biopsy device to a control module of the biopsy system, once the casing is attached to the control module, the front view jumps to interface change state figure 1; interface change state figure 1 guides the coupling of a probe of the biopsy device to the casing, once the probe is coupled to the casing, interface change state figure 1 jumps to interface change state figure 2; interface change state figure 2 guides the coupling of a vacuum control component of the probe to the control module, once the button in the lower part of interface change state figure 2 is clicked, interface change state figure 2 jumps to interface change state figure 3; interface change state figure 3 guides the user to select the preferred control side for the casing, once one of the two arrows of interface change state figure 3 is clicked, interface change state figure 3 jumps to interface change state figure 4; interface change state figure 4 prompts the user to start the biopsy device if desired or to skip the start, once the biopsy device is started or the button in the lower part of interface change state figure 4 is clicked, interface change state figure 4 jumps to interface change state figure 5; interface change state figure 5 prompts the user that the biopsy process can be continued when ready. The graphical user interface of design 2 is used to guide the installation of a biopsy system, wherein the front view guides the attachment of one of three casings of a biopsy device to a control module of the biopsy system, once the casing is attached to the control module, the front view jumps to interface change state figure 1; interface change state figure 1 guides the coupling of a probe of the biopsy device to the casing, once the probe is coupled to the casing, interface change state figure 1 jumps to interface change state figure 2; interface change state figure 2 guides the coupling of a vacuum control component of the probe to the control module, once the button in the lower part of interface change state figure 2 is clicked, interface change state figure 2 jumps to interface change state figure 3; interface change state figure 3 guides the user to select the preferred control side for the casing, once one of the two arrows of interface change state figure 3 is clicked, interface change state figure 3 jumps to interface change state figure 4; interface change state figure 4 prompts the user to start the biopsy device if desired or to skip the start, once the biopsy device is started or the button in the lower part of interface change state figure 4 is clicked, interface change state figure 4 jumps to interface change state figure 5; interface change state figure 5 prompts the user that the biopsy process can be continued when ready. 6. Other remarks: Design 2 claims color.
Owner:DEVICOR MEDICAL PRODUCTS INC

System and method for aligning imaging system with stereotactic frame target viewing position

A system according to at least one embodiment of the present disclosure includes: a processor; and a memory on which data is stored, the data, when processed by the processor, enabling the processor to: receive a plurality of images captured with an imaging device; identifying a first component of the surgical device depicted in the plurality of images; registering the surgical device and the imaging device based on the first component; receiving information associated with a viewing position, where the imaging device is aligned with a second component of the surgical device when in the viewing position; and determining a movement of the imaging device for positioning the imaging device at the viewing position based on a combination of the viewing position and the registration.
Owner:MEDTRONIC NAVIGATION INC

Catheter three-dimensional shaping device and shaping method thereof

ActiveCN121268216ACleaning using toolsCleaning using liquidsMedicineExisting catheter
The invention discloses a three-dimensional guide pipe shaping device and a shaping method thereof.The two end faces of a three-dimensional shaping device body are provided with a heating groove, a plurality of cooling grooves and a shaping groove located in the center, the heating groove and the cooling grooves are axially arranged in a penetrating mode, the cooling grooves are located on the radial outer side of the heating groove, and the cooling grooves and the heating groove are formed in the circumferential direction at intervals; a condenser or a blowpipe is mounted in the cooling tank; a plurality of screw holes used for loading adjusting rods are formed in the side wall of the three-dimensional molding device body, the screw holes penetrate through the heating groove and the cooling groove and directly abut against the molding groove, multiple layers of screw holes are formed in the side wall in the axial direction, a plurality of adjusting rods are arranged in each layer of screw holes in the circumferential direction at intervals and matched with the screw holes in a one-to-one mode, and the adjusting rods are symmetrically distributed on the side wall in pairs. In the molding process, the molding angle of the catheter can be adjusted in real time, the problems that an existing catheter molding mold cannot be adjusted again once the mold is determined and only planar shaping can be conducted in the prior art are solved, the catheter can be better matched with a human body cavity, and the catheter can reach an operation area more easily and rapidly.
Owner:HENAN TUOREN MEDICAL DEVICE GRP

System and method of using surgical navigation and planning tools

A system includes a controller configured to receive three dimensional (3D) imaging input and feedback and generate output, the 3D imaging input including real-time or pre-processed data of a magnetic resonance imaging (MRI) / computerized tomography (CT) scan, the controller interfacing with a stereotactic robot.
Owner:PERSPECTIVE TECHNOLOGIES LLC

Simulation training device for minimally invasive intracranial hematoma removal surgery

The invention relates to the technical field of neurosurgery simulation training equipment, in particular to a minimally invasive intracranial hematoma removing surgery simulation training device which comprises a round ruler, a hematoma removing device, a mounting frame and a self-locking rotating part, a fitting plate is movably arranged on the inner side of a mounting plate, and a main air bag making contact with the fitting plate is arranged on the inner side of the mounting plate; according to the minimally invasive intracranial hematoma removal operation simulation training device, the main air bag and the side air bags are arranged on the inner side of the mounting plate and matched with the pneumatic control mechanism, the main air bag and the side air bags are arranged on the outer surface of the inner side of the mounting plate, and the side air bags are arranged on the outer surface of the inner side of the mounting plate and movably arranged on the side edges of the attaching plate. The self-adaptive flexible fitting of the simulated skull model and the stereotactic positioning assembly can be realized, the main air bag and the side air bag are cooperatively expanded, the size deviation, the assembly clearance and the operation stress of the model can be compensated, the fitting plate is tightly attached to the surface of the model, and the training deviation caused by poor fitting is avoided.
Owner:FUJIAN PROVINCIAL HOSPITAL

Surgical navigation

A method includes receiving preoperative or intraoperative data from an imaging system, receiving interoperatively stereotactic information during a surgical tool tracking from a navigational device, the navigation device configured to identify, confirm, project a location and display the surgical tool within a body, the navigational device further configured to process and interpret volumetric data and the stereotactic information to access a patient's local bone density within and without a current course and directional vector to assist a surgeon to decide on a size and material of an implant to be placed within a patient's bone.
Owner:PERSPECTIVE TECHNOLOGIES LLC

stereotactic instrument (JS302)

ActiveCN309870557SNerve structurePharmaceutical drug
1. The name of the design product: stereotactic apparatus (JS302). 2. The use of the design product: using the three-dimensional coordinate system defined by the marks on the skull or other reference points to determine the location of certain subcortical neural structures in order to stimulate, destroy, inject drugs, guide potential, etc. under non-direct exposure. 3. The design points of the design product: in shape. 4. The picture or photo that best shows the design points: stereogram 1.
Owner:ZHUHAI JIANSHI MEDICAL TECH CO LTD

A stereotactic system based on a surgical robot

The application discloses a stereoscopic directional system based on a surgical robot. The system comprises a fixing base, a CT positioning instrument, a CT scanning device and a surgical planning software system, and the surgical robot is rigidly connected with the fixing base. The surgical robot controls a calibration probe to be sequentially inserted into each positioning hole to obtain measured coordinate values of each positioning hole marking point. The surgical planning software system calculates a transformation matrix. According to known coordinate values of an intracranial target point, an implantation angle and a length of a mechanical hand clamping point of an electrode probe, target coordinates of the mechanical hand clamping point in a robot self-coordinate system are calculated, so that when the mechanical hand clamping point reaches the target coordinates and pushes the electrode probe along an implantation direction by a first length, the electrode probe reaches the intracranial target point. The stereoscopic directional system has the advantages of reducing patient trauma, not needing manual leveling, high automation, supporting arbitrary angle implantation, being seamlessly compatible with existing image calibration technology and the like.
Owner:CHANGZHOU RUISHENAN MEDICAL DEVICES

Stereotactic guidance device

ActiveUS12623064B2DiagnosticsSurgical needlesStereotaxisGuide tube
Disclosed is a stereotactic guidance device comprising a guide handle coupled inside the driving part, and configured to accommodate a guide tube unit, adjusting the guide tube unit to be positioned toward a target point, and guiding the guide tube unit so that the guide tube unit is provided inside the driving part; a probe accommodating part provided at the guide handle and accommodating a navigation probe; a tube connecting part connected to the guide handle, provided as at least a pair of members to be assembled and disassembled, having one end portion inserted into the guide handle and the other end portion mounted at an upper portion of the guide handle, and guiding the guide tube unit so that the guide tube unit is inserted into and mounted in the driving part; and a guide wire provided in the guide handle and the guide tube unit.
Owner:MYO SEONG +1

Accuracy system

An accuracy system configured to determine the accuracy of a stereotactic system The accuracy system is configured to determine a displacement between a pointer tip positioned by the stereotactic system and a target point defined by a phantom base. The accuracy system is configured to mechanically engage the phantom base when the phantom base mechanically engages the stereotactic system to determine the displacement. In examples, a gauge support mechanically engages a pin of the phantom base and determines the displacement using one or more visible indicia. In examples, a gauge frame supports one or more cameras and determines the displacement using a first image and a second image obtained by the one or more cameras. The accuracy system provides an output viewable by a practitioner to indicate the determined displacement.
Owner:MEDTRONIC INC

Apparatus and method for intracranial device insertion and skull fixation

PCT designated stageWO2025237702A1Head electrodesDiagnosticsStereotactic neurosurgeryStereotactic surgery
A system for use in stereotactic neurosurgery. The system comprises a guide and a reference tool. The guide is configured to receive a surgical tool for use in stereotactic surgery and comprises an instrument guide stop configured to engage with a datum surface of a stereotactic instrument. A position of the instrument guide stop on the guide is adjustable. A distal end of the reference tool is configured to engage with a skull. The guide is configured to rigidly engage with the reference tool such that a distance between a proximal end of the guide and the distal end of the reference tool is equal to a predetermined reference length. A method of using the system.
Owner:NEUROCHASE TECH LTD

Stereotactic device wearable by a patient for low-intensity focused-ultrasound neuromodulation

A stereotactic device wearable by a patient for low-intensity focused-ultrasound neuromodulation has a support frame shaped to be fitted around a head of the patient, a first movable component having an arched shape and having a first end and a second end engaged with the support frame at respective first and second coupling points. A second movable component has an engagement portion with the first movable component adapted to allow the second movable component to move integrally with the first movable component and to slide along the first movable component to take a plurality of positions between a first position in which the second movable component is proximal to the first end and a second position in which the second movable component is proximal to the second end. A low-intensity focused-ultrasound neuromodulation module housed in a support portion of the second movable component has a low-intensity focused-ultrasound sonication probe.
Owner:FOND I R C C S INST NEUROLOGICO CARLO BESTA +1

A decision-making method and device for stereotactic electroencephalogram preoperative evaluation

The application provides an assisted decision-making method and device for stereotactic electroencephalogram preoperative evaluation, which solidifies clinical consensus and research results into clear rules and logic mapping, uniformly processes the input standardized data, reduces subjective evaluation differences, improves the consistency and reliability of the evaluation results, and further improves the evaluation efficiency. In addition, not only the indications of stereotactic electroencephalogram are given in the output, but also the stereotactic electroencephalogram scoring results and the postoperative seizure-free probability interval are provided, so that the treatment decision-making is transferred from 'experience-driven' to 'evidence-driven', which is helpful for doctor-patient communication and the development of individualized treatment plan.
Owner:BEIJING SANBO BRAIN HOSPITAL

Excisional devices and methods

PendingUS20260123954A1Excision instrumentsCatheterRoboticsStereotaxis
A platform device for material excision or removal from vascular structures for either handheld or stereotactic table or robotics platform use may comprise a work element or elements configured to selectively open and close at least one articulable beak or scoopula configured to penetrate and remove intra-vascular materials or obstructions, or follow a central lumen of another device or over a wire in a longitudinal direction. A telescoping set of inner and outer tube axially actuated together and to actuate a beak set, axially actuated differentially, whether controlled mechanically or electronically may be combined with an outer tubular sheath, which may be full circumference or partial circumference along its length, to form a system for rotational non-sharp dissection, coring, severing off, transporting or in the reverse, depositing various fluids and solids for a variety of clinical uses.
Owner:TRANSMED7 LLC

A stereotactic fixation frame for percutaneous lung biopsy

PendingCN122096926ASurgical needlesTrocarPuncture BiopsyStereotaxis
The application discloses a stereotactic fixing frame for percutaneous lung biopsy and belongs to the field of medical auxiliary instruments. The fixing frame comprises a horizontal moving mechanism, the lower portion of the horizontal moving mechanism is provided with an angle adjusting mechanism, the two sides of the horizontal moving mechanism are provided with L-shaped supports, the bottom ends of the L-shaped supports are provided with clamping mechanisms, the horizontal moving mechanism comprises a sleeve, the sleeve is located outside the opposite ends of the two L-shaped supports and is in sliding connection with the L-shaped supports, the clamping mechanisms are capable of being quickly connected, can be adapted to the edges of various conventional hospital beds, can be quickly clamped and fixed through screwing operation, can greatly shorten the time consumption of preoperative installation, can improve the clamping friction force in cooperation with anti-skid buffer pads, can completely eliminate the problems of device displacement and shaking during operation, can guarantee the stability of the positioning reference throughout the whole process, can avoid puncture deviation caused by unstable fixation from the root, and can improve the overall operation safety.
Owner:THE 988TH HOSPITAL OF THE CHINESE PEOPLES LIBERATION ARMY JOINT LOGISTICS SUPPORT FORCE

Catheter stereotaxis device and method of stereotaxis

ActiveCN121268216BExisting catheterStereotaxis
The application discloses a kind of conduit stereoscopic shaping device and its shaping method, by being arranged in the axial through heating groove, cooling groove and being located in the heart of molding groove on the two end surfaces of stereoscopic plastic device main body, and cooling groove is located in the radial outer side of heating groove, both are spaced apart with multiple along the circumference, condenser or air pipe is installed in cooling groove;Several screw holes for loading adjusting rod are opened on the side wall of stereoscopic plastic device main body, and screw hole passes through heating groove, cooling groove and reaches molding groove and is arranged with multiple layers along the axial direction on the side wall, and each layer screw hole is spaced apart with multiple along the circumference and is equipped with adjusting rod one by one, and adjusting rod is symmetrically distributed in pairs on the side wall, can be adjusted in real time to the molding angle of conduit in molding process, solve the problem that existing conduit molding mold cannot be adjusted again once determined and existing technology can only be plane shaped, so that conduit can be more matched with human body cavity, more easily make conduit reach surgical area quickly.
Owner:HENAN TUOREN MEDICAL DEVICE GRP

Stereotactic headstock support convenient to disassemble and assemble and stereotactic headstock

The invention relates to a support of a stereotactic headstock convenient to disassemble and assemble, and belongs to the technical field of medical instruments. The support of the stereotactic headstock convenient to disassemble and assemble comprises a support body, a screw and an assembly part. The internal thread is arranged on the assembly part, when blood of a patient enters the internal thread along the external thread, the blood is also located on the assembly part, the assembly part and the screw can be taken down from the support body together by pressing the buckle, and the taking-down process is convenient and fast. The assembly parts and the screws can be discarded as disposable consumables, and if the assembly parts and the screws are not discarded, the assembly parts and the screws are easy to clean after being taken down, so that cross infection can be effectively prevented. And meanwhile, once the internal threads on the assembly part are abraded, the assembly part can be directly replaced easily.
Owner:CHANGZHOU RUISHENAN MEDICAL DEVICES

Auxiliary adjusting device for stereotactic instrument installation

The invention provides an auxiliary adjusting device for stereotactic instrument installation. Relates to the technical field of medical treatment, in particular to an auxiliary adjusting device for stereotactic instrument installation, which comprises a head cap, two bandages are symmetrically arranged on the head cap, a fixing plate is fixedly installed at the top of the head cap, a coarse adjusting mechanism is arranged at the top of the fixing plate, a height adjusting mechanism is arranged on the coarse adjusting mechanism, and the height adjusting mechanism is fixedly installed on the head cap. The height adjusting mechanism is provided with a plurality of first fine adjustment mechanisms, the bottoms of the first fine adjustment mechanisms are provided with connecting mechanisms, the connecting mechanisms are provided with second fine adjustment mechanisms, and the second fine adjustment mechanisms are all installed on the stereotactic headstock. The auxiliary adjusting device for installation of the stereotactic instrument has the advantages that the headstock base ring can rapidly and stably reach a space posture closer to an ideal standard, the consistency and safety of installation can be improved, and a better foundation is laid for subsequent image scanning and operation planning.
Owner:ANHUI PROVINCIAL HOSPITAL

MRI head coil adaptor

The MRI head coil adaptor 300 includes a first part 302 comprising an attachment portion, e.g. a female bayonet attachment 310 on the inner surface. The attachment portion is configured for attachment to a stereotactic frame 100, or to a head fixation pin 102 for the frame. The adaptor has a second part 304, e.g. threaded onto the first part and being height-adjustable relative to the attachment portion, e.g. by rotation. The first and second parts may be non-metallic, for example polymer. A method of securing a patient’s head 500 relative to an MRI coil using the head coil adaptor, and an associated kit of parts is also disclosed. The adaptor may be suitable for use in neurological radiosurgery procedures, where the patient’s head must remain still relative to the MRI head coil during imaging of the brain, to establish a known, fixed frame of reference using a stereotactic frame.
Owner:ELEKTA INSTRUMENT AB

Apparatus for treating solid tumors, treatment plan planning method, device, and system

ActiveCN118454129BX-ray/gamma-ray/particle-irradiation therapyStereotactic radiotherapyStereotaxis
The present disclosure provides a device for treating solid tumors, a treatment plan planning method, equipment and system, relating to the technical field of medical devices, for solving the technical problem that the existing treatment plan has certain limitations. The device for treating solid tumors comprises a low-dose radiotherapy nested stereotactic radiotherapy system; the low-dose radiotherapy nested stereotactic radiotherapy system is used for low-dose radiotherapy on the whole of the solid tumor, and stereotactic radiotherapy on the local solid tumor. The present disclosure can formulate a reasonable treatment plan for a single solid tumor or multiple solid tumors of a patient through the synergistic treatment mode of low-dose radiotherapy and stereotactic radiotherapy.
Owner:WEST CHINA HOSPITAL SICHUAN UNIV

A stereotactic electroencephalogram brain network generation method based on multi-source information

The application relates to a stereotactic electroencephalogram brain network generation method based on multi-source information, and relates to the field of brain science research. 1) stereotactic electroencephalogram signals, magnetic resonance imaging (MRI) and CT imaging data after implantation of electrodes are acquired; 2) electrode positioning is performed to obtain the position coordinates of each electrode point in the brain and the brain area to which the electrode point belongs; 3) data processing is performed to obtain preprocessed electroencephalogram signals; 4) wavelet transform is used to analyze the time domain and the frequency domain of the stereotactic electroencephalogram signals, corresponding wavelet coefficients are extracted, and a local brain network is constructed; 5) a multi-source self-encoder model network is trained by using a backward propagation parameter updating mode; 6) multi-layer perception machine model is used to obtain multi-source global latent features by combining the global multi-source electrode spatial coordinates and the local spatial coordinates in a high-dimensional latent space; and global electroencephalogram signals are obtained by decoding through a decoder and relevant functional networks are generated. Global latent features are effectively obtained, and the application has great potential in the application of cognitive function research.
Owner:厦门脑趣科技有限公司