CN115691734A - Syncope medical history acquisition system, terminal, computer equipment and storage medium - Google Patents
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Abstract
The invention discloses a syncope medical history acquisition system, a terminal, computer equipment and a storage medium, wherein the medical history acquisition system comprises: the system comprises an automatic acquisition module, a recording module, an information screening module, a structured storage module, an automatic etiology distinguishing module, a test analysis module and a guidance suggestion module. According to the syncope disease history auxiliary acquisition system, the clinical diagnosis, treatment selection and scientific research management requirements are combined, information related to the admission of a syncope patient is recorded, stored and structurally stored, an existing XGboost training model is called through a test analysis module to automatically judge the syncope disease cause classification of a new user, and finally a predicted disease cause result of the test analysis module is popped out of a next detection kit to guide the next disease cause diagnosis and clinical examination scheme, so that a doctor is assisted in the investigation and clinical diagnosis and treatment of the syncope disease cause of the patient.
Description
Technical Field
The invention relates to the technical field of medical history acquisition, in particular to a syncope medical history acquisition system, a syncope medical history acquisition terminal, a syncope computer device and a syncope storage medium.
Background
Syncope is transient loss of consciousness caused by transient global cerebral ischemia and low perfusion, has high morbidity and high hospitalization rate, and is also one of the important reasons for emergency hospitalization, thereby causing serious economic and medical burden. The etiology of syncope is diverse, and the prognosis is largely modified by the etiology. Syncope can be classified into neuro-reflective syncope, cardiac syncope, and orthostatic hypotension, depending on the cause of the disease. The prognosis is greatly modified by the causes, the clinical prognosis of the cardiac syncope is the worst, the 15-year all-cause death rate reaches 80%, and accurate diagnosis and timely treatment are required. The clinical guidelines published at home and abroad are for more than 10 years, and the investigation of the etiology of syncope is still a complicated clinical problem. In the process of syncope diagnosis and treatment, accurate medical history acquisition and clinical comprehensive analysis are particularly important for professional physicians with rich experience, and the method is a clinical professional problem which cannot be replaced by any large-scale instrument examination. The complex manifestations of the patient interact with the diagnosis and treatment levels at the center, leading to spread in diagnosis rates and treatment decisions in different regions. Wherein, the detailed and completely structured medical history acquisition plays an important role in the rapid evaluation of syncope etiology, the guidance of the next examination and shunt diagnosis and treatment.
The existing medical history acquisition system has the following defects:
the traditional hospital admission history recording mode mainly depends on the subjective record of doctors, adopts low-structured sentences to directly describe patient data, has higher heterogeneity, lacks unified standards, is limited by the experience and tendency of doctors and the description of patients on specific conditions, easily omits important information, causes partial information loss or errors, hinders or misleads quick etiology diagnosis, and even delays correct treatment.
Disclosure of Invention
An object of the present invention is to provide a syncope medical history acquisition system, a terminal, a computer device, and a storage medium, so as to solve the problems set forth in the background art.
In order to achieve the purpose, the invention provides the following technical scheme: a syncope medical history acquisition system, a terminal, a computer device and a storage medium are characterized in that: the medical history acquisition system includes:
the automatic acquisition module is used for acquiring the syncope state of the patient, acquiring the existing examination result and the new examination result of the patient, acquiring the information of the syncope witnesses and acquiring the family medical history of the patient;
the medical staff records medical history information through the mobile terminal, and modularizes the acquired information, including a patient state module, a result information module before and after examination, an information module of a syncope witness person and a patient family medical history information module;
the information screening module is used for screening and storing useful information by the mobile terminal; the doctor transmits the medical record information screened by the information screening module to a storage medium of the computer, and the computer storage medium stores the medical record information, so that the related symptoms, illness states and treatment schemes of the patient can be led out from the interior of the computer storage medium in the later period;
the structured storage module stores the modularized medical history acquisition content summarized by the information screening module into corresponding sub-items according to fields, identifies and codes the answer fields of the patients and the witnesses, extracts the answer key information and then codes the answer key information, if the answer key information is 'corresponding code 1', if the answer key information is 'corresponding code 0', stores the answer key information and the answer key information into the fields of the corresponding sub-items, stores the personal information and the disease condition of the patients by the structured storage module, establishes a syncope medical history acquisition system, and facilitates information scheduling of later doctors;
the automatic etiological factor distinguishing module adopts a data calling and XGboost classification model training module; the data calling and XGboost classification model training module comprises: calling a large number of confirmed etiological labels with the content of 'yes', and taking a case coded as 1 as a model training set, wherein the model training set comprises two classifications: performing model training by using the characteristics of data items inquired by patients and witnesses as variables and applying an XGboost algorithm to obtain important characteristic sequencing and a cause classifier; judging whether the answer of the 'confirmation etiological label content' is no (0), and calling the user and witnesses to provide data for automatic etiological classification according to the trained XGboost model algorithm and the stored medical history content;
the testing analysis module calls an existing XGboost training model to automatically judge the syncope etiology classification of the new user;
and the guidance suggestion module pops up a next detection kit according to the predicted etiological factor prediction result, guides a next etiological factor diagnosis and clinical examination scheme, and assists a doctor in the investigation and clinical diagnosis and treatment of the syncope etiological factor of the patient.
The automatic acquisition module is provided with a voice query module, sends out voice queries according to a preset questionnaire template, and acquires information feedback of patients, witnesses and doctors, and the implementation steps of the acquisition module comprise:
1) Collecting syncope states of a patient, including body position, activity, situation, symptoms, inducement and syncope conditions at the time;
2) Collecting the previous examination result and the new examination result of the patient, including the previous and next physical examination information, electrocardiogram and image examination information;
3) Collecting the information of a person who looks at syncope, and describing the complexion, the breathing mode, the mental state and the like of the person who looks at the syncope of a patient when the patient syncope happens;
4) Collecting family medical history of a patient, including whether similar medical history exists in relatives of the patient and recording of relevant causes of syncope;
5) Analyzing according to the state of the patient in syncope, the examination results before and after the syncope, and the information provided by the witness and the family members of the patient to generate a medical record;
6) The medical record information is input into the mobile terminal to be induced, screened and stored, and a guidance suggestion is popped up after etiology discrimination and test analysis.
The information screening module screens out useful information, including judgments of syncope, demographic information, general clinical conditions, syncope incidence characteristics, past history, family medical history and current combination medication.
The family history requires the investigation of the presence or absence of related disorders in the patient's first-order relatives, including father, mother, child, and brothers.
The invention also provides a terminal device externally connected with a storage medium, which comprises:
a memory for storing a computer program;
and the processor is used for realizing the steps of the medical history acquisition system when executing the computer program.
The invention also provides computer equipment which comprises a memory and a processor, wherein the memory stores computer programs, and the computer equipment is characterized in that the processor realizes the steps of the medical history acquisition system when executing the computer programs.
The invention also provides a computer-readable storage medium, which is characterized in that the computer-readable storage medium stores a computer program, and the computer program is executed by a processor to realize the steps of the medical history acquisition system.
Compared with the prior art, the invention has the beneficial effects that:
1. according to the syncope disease history auxiliary acquisition system, information related to admission of a syncope patient is recorded, stored and structurally stored according to clinical diagnosis, treatment selection and scientific research management requirements, an existing XGboost training model is called through a test analysis module to automatically distinguish the syncope disease cause typing of a new user, and finally a next detection set is popped up for a predicted disease cause result of the test analysis module to guide the next disease cause diagnosis and clinical examination scheme, so that a doctor is assisted in checking, clinically diagnosing and treating the syncope disease cause of the patient.
2. The method carries out structured quality control on the acquired content of the syncope medical history, and reduces information heterogeneity, information loss and errors, thereby improving data quality and reducing medical errors.
3. The invention has the auxiliary prompting function on the medical history acquisition of young doctors with low-grade capital or limited by diagnosis and treatment experience, avoids repeated inquiry, assists in high-efficiency and accurate medical history acquisition, assists in etiological factor judgment, and improves the efficiency of syncope patients.
Drawings
FIG. 1 is a schematic structural view of a medical history acquisition system of the present invention;
FIG. 2 is a block diagram of the steps of an acquisition module of the present invention;
fig. 3 is a block diagram of a terminal device according to the present invention;
FIG. 4 is a block diagram of a computing device according to the present invention;
FIG. 5 is a schematic diagram of the steps of the acquisition system of the present invention with respect to acquiring stored analytical recommendations;
FIG. 6 is a diagram illustrating the contents of the automatic acquisition module according to the present invention;
FIG. 7 is a schematic diagram of a structured storage module according to the present invention;
FIG. 8 is a schematic diagram of an automated etiological determination module of the present invention;
FIG. 9 is a schematic diagram of a guidance suggestion module of the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
In the description of the present invention, it should be noted that the terms "upper", "lower", "inner", "outer", "front", "rear", "both ends", "one end", "the other end", and the like indicate orientations or positional relationships based on orientations or positional relationships shown in the drawings, and are only for convenience of description and simplification of description, but do not indicate or imply that the device or element referred to must have a specific orientation, be configured in a specific orientation, and operate, and thus, should not be construed as limiting the present invention. Furthermore, the terms "first" and "second" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In the description of the present invention, it should be noted that, unless explicitly stated or limited otherwise, the terms "mounted," "disposed," "connected," and the like are to be construed broadly, such as "connected," which may be a fixed connection, a detachable connection, or an integral connection; can be mechanically or electrically connected; they may be connected directly or indirectly through intervening media, or they may be interconnected between two elements. The specific meanings of the above terms in the present invention can be understood in specific cases to those skilled in the art.
Referring to fig. 1, fig. 2, fig. 3, fig. 4, fig. 5, fig. 6, fig. 7, fig. 8, and fig. 9, the present invention provides the following technical solutions and embodiments:
a syncope medical history acquisition system, a terminal, a computer device and a storage medium, the medical history acquisition system comprising:
the automatic acquisition module is used for acquiring the syncope state of the patient, acquiring the existing examination result and the new examination result of the patient, acquiring the information of a syncope witness and acquiring the family medical history of the patient;
the medical staff records medical record information through the mobile terminal and modularizes the acquired information, and the information comprises a patient state module, a result information module before and after examination, an information module of a syncope witness and a patient family medical history information module;
the information screening module is used for screening useful information by the mobile terminal; the doctor transmits the medical record information screened by the information screening module to a storage medium of the computer, and the computer storage medium stores the medical record information, so that the related symptoms, illness states and treatment schemes of the patient can be conveniently derived from the interior of the computer storage medium in the later period;
the structured storage module stores the medical history acquisition content into corresponding sub-items according to fields, identifies and codes the response fields of the patients and the witnesses, extracts the answered key information and then codes the extracted key information, and stores the extracted key information into the fields of the corresponding sub-items, wherein if the extracted key information is 'corresponding to the code 1', and if the extracted key information is 'corresponding to the code 0', the extracted key information is stored in the fields of the corresponding sub-items, the structured storage module stores the personal information and the disease condition of the patients, establishes a syncope medical history acquisition system and facilitates information scheduling of later doctors;
the automatic etiology judging module adopts a data calling and XGboost classification model training module; the data calling and XGboost classification model training module comprises: the content of a large number of diagnosis-confirmed etiological labels is called as 'yes', and a case coded as 1 is used as a model training set, and the model training set comprises two classifications: performing model training by using the characteristics of inquiry data items of patients and witnesses as variables and applying an XGboost algorithm to obtain important characteristic sequencing and a cause classifier; judging whether the answer of the 'confirmation etiological label content' is no (0), and calling the user and witnesses to provide data for automatic etiological classification according to the trained XGboost model algorithm and the stored medical history content;
the testing analysis module calls an existing XGboost training model to automatically judge the syncope etiology classification of the new user;
and the guidance suggestion module pops up a next detection kit according to the result of predicting the etiology, guides a next etiology diagnosis and clinical examination scheme, and assists a doctor in the investigation and clinical diagnosis and treatment of the syncope etiology of the patient.
Further, the automatic acquisition module is provided with a voice query module, sends out voice queries according to a preset questionnaire template, and acquires information feedback of patients, witnesses and doctors, and the implementation steps of the acquisition module comprise:
1) Collecting syncope states of a patient, including body position, activity, situation, symptoms, inducement and syncope conditions at the time;
2) Collecting the previous examination result and the new examination result of the patient, including the previous and next physical examination information, electrocardiogram and image examination information;
3) Collecting the information of a syncope hitter, and describing the complexion, the breathing mode, the mental state and the like of the hitter (family members of patients) after the syncope happens to the patients when the patients syncope;
4) Collecting family medical history of a patient, including whether similar medical history exists in relatives of the patient and recording of relevant causes of syncope;
5) Analyzing according to the state of the patient in syncope, the examination results before and after the syncope, and the information provided by the witness and the family members of the patient to generate a medical record;
6) The medical record information is input into the mobile terminal to be summarized, screened and stored, and a guidance suggestion is popped up after etiology discrimination and test analysis.
According to the syncope history and the confirmed etiology label shown in fig. 6, the implementation steps of the acquisition system are as follows: the voice inquiry module equipped by the automatic acquisition module realizes the voice inquiry acquisition of the syncope medical history: after basic age and sex information of a user are input, voice inquiry is automatically sent to a patient, a syncope witness and a doctor according to a preset questionnaire template, if module questions are sequentially asked for the patient to ask about the syncope current body position (such as subentries: sitting position, lying position, continuous standing and change of body position activity), situation, prodromal symptom, falling condition, symptom after awakening and family related medical history, items such as syncope time, patient complexion, breathing mode, limb activity, urinary incontinence and the like are sent to the syncope witness, inquiry is sent for each subentry content, whether the patient or family only needs to answer is yes or not, if the patient continuously stands before the syncope happens, the voice of the patient is collected, natural language answer information of the patient is extracted by mobile collection equipment through feedback of the patient to be summary under the items, and the items are stored under the subentries according to two categories. The doctor answers the previous examination items (including twelve-lead electrocardiogram 9633; dynamic electrocardiogram 9633; cardiac ultrasound 9633; myocardial zymogram 9633; coronary CT/contrast 9633; myocardial nuclide imaging 9633; cardiac magnetic resonance 9633; electrophysiological examination), and the reflex syncope examination item set (\9696969696339633; dynamic blood pressure 9633; inclination test 96339633; motion panel 96339633; nervous system CT/MR 9633963396electroencephalogram), and confirms the cause label contents including whether syncope is confirmed, whether cardiac syncope is caused, and whether reflex syncope is confirmed.
Further, the information screening module screens out useful information, including judgments of syncope, demographic information, general clinical conditions, features of syncope onset, past and family medical history, and current combination medication.
Further, collecting family medical history requires investigating the presence or absence of related disorders in the first-order relatives of a patient, including father, mother, son and daughter, as well as brothers and sisters.
Further, as shown in fig. 7, the specific implementation steps of the structured storage module are as follows: firstly, storing medical history acquisition contents as corresponding sub-items according to fields, and identifying and coding according to answer fields of patients and witnesses (for example, voice inquiry, whether the patient is at a station position during syncope or not, if the answer is 'yes', the syncope position-station position is recorded as 1, and if the answer is 'no/no', the record is '0'); based on the physician answer fields, if syncope etiology is confirmed, =1, no =0, if it is cardiogenic syncope, =1, no =0.
Further, the guidance suggestion module is used for removing the inspection set which automatically pops up additional suggestions from the previous inspected information according to the inspection set corresponding to the prediction result of the predicted etiology and the storage, and the specific steps are as follows: if the item "determine the cause of disease is not determined", after the cause of disease of the patient is determined as "0", for example, the patient is determined as cardiac syncope, then according to the preset cardiac syncope examination set (twelve-lead electrocardiogram, ecg dynamic, cardiac ultrasound, myxogram, coronary CT/angiography, radionuclide imaging, cardiac magnetic resonance, electrophysiological examination), the examination information fields (such as already performed ecg, ecg ultrasonic cardiac, myxogram examination) inputted by the input end doctor are compared and called, and the examinations not performed in the set are screened out, and then the suggestion of the next examination (the suggestion can perform ecg dynamic, CT/angiography, radionuclide, mri or electrophysiology examination) is given, and the next diagnosis of the cause of disease and clinical examination scheme are guided, so as to assist the doctor in the examination and clinical diagnosis and treatment of syncope of the patient.
The first embodiment is as follows:
suppose that the patient is syncope at home, and has family members at his side;
the witnesses (family members) are sent to a hospital, an acquisition module of an acquisition system immediately sends a voice inquiry to the witnesses (family members) according to a preset questionnaire template to know the syncope state, such as how long the patient loses consciousness, specific symptoms after syncope, whether serious trauma is caused in a short period, whether epilepsy appears or not, and the like, and then whether the existing medical history exists or not and whether the family medical history exists or not are known;
the doctor inputs the information that the collection module was collected to mobile terminal in, mobile terminal accomodates the screening storage back, judge the module through the automatic etiology among the collection system, test analysis module and guide suggestion module can obtain the guidance suggestion fast, supplementary doctor is to investigation and clinical diagnosis treatment scheme of patient's syncope etiology, the doctor can refer to the guidance suggestion and set up the testing item for the patient, after accomplishing the inspection, reach the inspection result, with case history information transmission to the computer, the computer is according to the case history information of transmission, extract relevant case history and treatment scheme, supply the doctor to refer to and watch.
Example two:
if a patient with a syncope history is syncope outside, no one accompanies the patient;
the witness (passerby) is sent to the hospital, the doctor can contact the family at the first time, and the acquisition module of the acquisition system immediately sends out voice inquiry to the witness (passerby) and the family according to a preset questionnaire template; if the patient is in a waking state, simultaneously sending a voice inquiry to the patient;
a doctor inputs information collected by the collection module into a mobile terminal for storage and screening, then stores the medical history collection content into corresponding sub-items according to fields, and an automatic etiology discrimination module and a test analysis module of the collection system call an existing XGboost training model to automatically discriminate syncope etiology typing of a new user;
secondly, guiding feedback information of the suggestion module to assist a doctor in the investigation of the syncope etiology of the patient and a clinical diagnosis and treatment scheme;
finally, the doctor transmits the medical record information to the computer storage medium, and the computer storage medium stores the medical record information so as to enrich syncope cases of the medical record acquisition system, and the relevant symptoms, illness states and treatment schemes of the patient can be conveniently derived from the inside of the computer storage medium at the later stage for the doctor to refer and watch.
As shown in fig. 3, the present invention further provides a terminal device, specifically a mobile terminal device externally connected with a storage medium, including:
a memory for storing a computer program;
a processor for implementing the steps of the above embodiments when executing the computer program.
As shown in fig. 4, the present invention further provides a computer device, which includes a memory and a processor, where the memory stores a computer program, and the processor implements the steps of the foregoing embodiments when executing the computer program.
The present invention further provides a computer-readable storage medium, in particular a computer program stored on the computer-readable storage medium, which when executed by a processor implements the steps of the above embodiments.
According to the illustrations in fig. 3 and 4, the terminal device and the computer device are only examples, and do not constitute a limitation to the terminal device and the computer device, and may include more or less components than those shown, or combine some components, or different components, for example, the terminal device may be a mobile phone, a smart television, a wearable device, and the like, and may further include an input and output device, a network access device, a bus, and the like; for example, the computer device may be a notebook, a computer, etc., and may further include an input/output device, a network access device, a bus, etc.; the Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic device, discrete hardware component, etc.; the memory may be an internal storage unit of the terminal device and the computer device, such as a hard disk or a memory, or an external storage device, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), etc. which are generally equipped with a common use; the memory can be used for storing the computer program and other programs and data required by the terminal device and also for temporarily storing data that has been output or is to be output.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential attributes thereof. The present embodiments are therefore to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference sign in a claim should not be construed as limiting the claim concerned.
Claims (7)
1. A syncope medical history acquisition system is characterized in that: the medical history acquisition system includes:
the automatic acquisition module is used for acquiring the syncope state of the patient, acquiring the existing examination result and the new examination result of the patient, acquiring the information of the syncope witnesses and acquiring the family medical history of the patient;
the medical staff records medical record information through the mobile terminal and modularizes the acquired information, and the information comprises a patient state module, a result information module before and after examination, an information module of a syncope witness and a patient family medical history information module;
the information screening module is used for screening and storing useful information by the mobile terminal; the doctor transmits the medical record information screened by the information screening module to a storage medium of the computer, and the computer storage medium stores the medical record information, so that the related symptoms, illness states and treatment schemes of the patient can be led out from the interior of the computer storage medium in the later period;
the structured storage module stores the modularized medical history acquisition content summarized by the information screening module into corresponding sub-items according to fields, identifies and codes the answer fields of the patients and the witnesses, extracts the answer key information and then codes the answer key information, if the answer key information is 'corresponding code 1', if the answer key information is 'corresponding code 0', stores the answer key information and the answer key information into the fields of the corresponding sub-items, stores the personal information and the disease condition of the patients by the structured storage module, establishes a syncope medical history acquisition system, and facilitates information scheduling of later doctors;
the automatic etiology judging module adopts a data calling and XGboost classification model training module; the data calling and XGboost classification model training module comprises: the content of a large number of diagnosis-confirmed etiological labels is called as 'yes', and a case coded as 1 is used as a model training set, and the model training set comprises two classifications: performing model training by using the characteristics of inquiry data items of patients and witnesses as variables and applying an XGboost algorithm to obtain important characteristic sequencing and a cause classifier; judging whether the answer of the 'confirmation etiological label content' is no (0), and calling the user and witnesses to provide data for automatic etiological classification according to the trained XGboost model algorithm and the stored medical history content;
the testing analysis module calls an existing XGboost training model to automatically judge the syncope etiology classification of the new user;
and the guidance suggestion module pops up a next detection kit according to the predicted etiological factor prediction result, guides a next etiological factor diagnosis and clinical examination scheme, and assists a doctor in the investigation and clinical diagnosis and treatment of the syncope etiological factor of the patient.
2. A syncope medical history acquisition system as claimed in claim 1, wherein:
the automatic acquisition module is provided with a voice inquiry module, sends out voice inquiry according to a preset questionnaire template, and acquires information feedback of patients, witnesses and doctors, and the implementation steps of the acquisition module comprise:
1) Collecting syncope states of a patient, including body position, activity, situation, symptoms, inducement and syncope conditions at the time;
2) Collecting the previous examination result and the new examination result of the patient, including the previous and next physical examination information, electrocardiogram and image examination information;
3) Collecting the information of a person who looks at syncope, and describing the complexion, the breathing mode, the mental state and the like of the person who looks at the syncope of a patient when the patient syncope happens;
4) Collecting family medical history of a patient, including whether similar medical history exists in relatives of the patient and recording of relevant causes of syncope;
5) Analyzing according to the state of the patient in syncope, the examination results before and after the syncope, and the information provided by the witness and the family members of the patient to generate a medical record;
6) The medical record information is input into the mobile terminal to be induced, screened and stored, and a guidance suggestion is popped up after etiology discrimination and test analysis.
3. The syncope medical history acquisition system according to claim 1, wherein: the information screening module screens out useful information, including judgments of syncope, demographic information, general clinical conditions, features of syncope onset, past and family medical history, and current combination medication.
4. The syncope medical history acquisition system according to claim 2, wherein: the family history requires the investigation of the presence or absence of related disorders in the patient's first-order relatives, including father, mother, child, and brothers.
5. A terminal device, characterized in that, the mobile terminal device of the external storage medium, including:
a memory for storing a computer program;
a processor for implementing the steps of a syncope medical history acquisition system as claimed in any one of claims 1 to 4 when executing said computer program.
6. A computer device comprising a memory and a processor, the memory storing a computer program, wherein the processor when executing the computer program performs the steps of a syncope medical history acquisition system of any of claims 1-4.
7. A computer-readable storage medium, having stored thereon a computer program which, when executed by a processor, performs the steps of a syncope medical history acquisition system as claimed in any one of claims 1 to 4.
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| CN117297546A (en) * | 2023-09-25 | 2023-12-29 | 首都医科大学宣武医院 | Automatic detection system for capturing seizure symptomology information of epileptic |
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| CN117297546A (en) * | 2023-09-25 | 2023-12-29 | 首都医科大学宣武医院 | Automatic detection system for capturing seizure symptomology information of epileptic |
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