CN113421624B - Eye identification method, device, equipment and medium - Google Patents

Eye identification method, device, equipment and medium Download PDF

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CN113421624B
CN113421624B CN202110632251.1A CN202110632251A CN113421624B CN 113421624 B CN113421624 B CN 113421624B CN 202110632251 A CN202110632251 A CN 202110632251A CN 113421624 B CN113421624 B CN 113421624B
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information
reserved
eye
identity
characteristic
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CN113421624A (en
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何明光
李治玺
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Zhongshan Ophthalmic Center
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Zhongshan Ophthalmic Center
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • GPHYSICS
    • G08SIGNALLING
    • G08BSIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
    • G08B3/00Audible signalling systems; Audible personal calling systems
    • G08B3/10Audible signalling systems; Audible personal calling systems using electric transmission; using electromagnetic transmission

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  • Electromagnetism (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
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  • General Health & Medical Sciences (AREA)
  • Medical Informatics (AREA)
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  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)

Abstract

The invention discloses an eye identification method, an eye identification device, eye identification equipment and a medium, wherein the method comprises the following steps: extracting reserved identity information and reserved eye information reserved by a target object; acquiring real-time audio and video information of a target object; and extracting identity characteristics and eye characteristics from the real-time audio and video information, comparing the identity characteristics and the eye characteristics with the reserved identity information and the reserved eye characteristics respectively, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule. The invention has the beneficial effects that: can accurate discernment patient's identity and eye be other, the process is reliable, avoids appearing the bad accident of medical treatment.

Description

Eye identification method, device, equipment and medium
Technical Field
The present invention relates to the field of eye identification technologies, and in particular, to an eye identification method, apparatus, device, and medium.
Background
At present, the ophthalmic hospital mainly implements identification wrist bands and eye identification forehead identification operation rules, and performs 'three-check seven-pair' and multiple check eye identification before eye treatment, operation or examination so as to avoid adverse nursing events, but the eye identification error phenomenon still exists in the specific operation implementation process, the consequences are serious, and medical accidents are easy to occur and medical disputes are easy to cause. Chinese utility model CN209543837U discloses a prompt card for distinguishing eye identification, which can visualize the eye identification information to be processed and make it into a card, which can be placed in front of the patient's hospital bed to assist the nurse in medicine feeding. However, the prompting card, the conventional identity wrist strap and eye identification forehead identification belong to manual operation, and have inherent unreliable factors.
Disclosure of Invention
Aiming at the problems, the invention provides an eye identification method, an eye identification device, eye identification equipment and an eye identification medium, which mainly solve the problem that the existing eye identification card is unreliable.
In order to solve the above technical problem, a first aspect of the present invention provides an eye identification method, including the following steps:
extracting reserved identity information and reserved eye information reserved by a target object;
acquiring real-time audio and video information of a target object;
and extracting identity characteristics and eye characteristics from the real-time audio and video information, comparing the identity characteristics and the eye characteristics with the reserved identity information and the reserved eye characteristics respectively, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule.
As another optional implementation manner, in the first aspect of the embodiment of the present application, after the information on successful comparison, a medical operation that the target subject should currently receive is further output.
As another optional implementation manner, in the first aspect of the embodiment of the present application, if the number of times of the comparison failure information duration reaches a preset threshold, a text/voice warning is issued, and a medical worker checks and corrects a self behavior, or the identity feature and the eye feature are respectively covered with the reserved identity information and the reserved eye feature.
As another optional implementation manner, in the first aspect of the embodiment of the present application, the preset rule includes: the contact ratio of the identity characteristic/the eye characteristic and the reserved identity information/the reserved eye characteristic which participate in the comparison is 100%.
As another optional implementation manner, in the first aspect of the embodiment of the present application, the reserved identity information includes reserved face information and reserved voice information, and the identity feature includes a face feature and a voice feature.
As another optional implementation manner, in the first aspect of the embodiment of the present application, after extracting the reserved identity information and the reserved eye identity information reserved for the target object, the apparatus further includes a voice prompt, where the voice prompt is used to broadcast the reserved eye identity information of the target object.
As another optional implementation manner, in the first aspect of the embodiment of the present application, the current action feature of the medical care personnel is extracted from the real-time audio/video information, whether the current action feature meets a preset scene is determined according to a built-in logic, if yes, a voice alarm is not performed, the current action feature is recorded on a record, and if not, a voice alarm is issued.
A second aspect of the present invention provides an eye identification apparatus, including:
the reserved information extraction module is used for extracting reserved identity information and reserved eye identification information reserved by the target object;
the real-time information acquisition module is used for acquiring real-time audio and video information of the target object;
and the data analysis module is used for extracting the identity characteristics and the eye characteristics from the real-time audio and video information, respectively comparing the identity characteristics and the eye characteristics with the reserved identity information and the reserved eye characteristics, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule.
A third aspect of the present invention provides an electronic device, comprising:
a memory storing executable program code;
a processor coupled with the memory;
the processor calls the executable program code stored in the memory to execute the eye identification method.
A fourth aspect of the present invention proposes a computer-readable storage medium storing a computer program, wherein the computer program causes a computer to execute the above-mentioned eye recognition method.
The beneficial effects of the invention are as follows: the identity and the eye difference of the patient can be accurately identified, the process is reliable, and adverse medical accidents are avoided.
Drawings
Fig. 1 is a schematic flow chart of a disclosed eye identification method according to an embodiment of the present invention;
fig. 2 is a schematic flow chart of an eye identification method disclosed in the second embodiment of the present invention;
fig. 3 is a schematic structural diagram of an eye identification device according to a third embodiment of the present invention;
fig. 4 is a schematic structural diagram of an electronic device according to a fourth embodiment of the present invention.
Detailed Description
The technical solutions in the embodiments of the present application will be described clearly and completely with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only some embodiments of the present application, and not all 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 application.
It should be noted that the terms "comprises" and "comprising," and any variations thereof, in the embodiments of the present application, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
The embodiment of the application discloses an eye identification method, an eye identification device, eye identification equipment and a medium, which can accurately identify the identity and the eye identification of a patient, have a reliable process and avoid the occurrence of adverse medical accidents. The following detailed description is made with reference to the accompanying drawings.
Example one
Referring to fig. 1, fig. 1 is a schematic flow chart of an eye identification method disclosed in an embodiment of the present application, including the following steps:
101. reserved identity information and reserved eye identity information reserved for a target object, which is a patient of an ophthalmologic disease, are extracted.
In this embodiment, the reserved identity information mainly includes reserved face information and reserved voice information, and the two kinds of information are guided by medical staff before the patient is admitted to the hospital and input into an information management system of the hospital as a basis for information comparison.
1011. And after the reserved identity information and the reserved eye identification information reserved by the target object are extracted, voice prompt is also included and is used for broadcasting the reserved eye identification information of the target object.
Because the main purpose of eye identification is to provide a layer of insurance for the next operation of medical care personnel, the reserved eye identification information needs to be output after the information is extracted, and the form of the reserved eye identification information can be character output, image output or voice output. Furthermore, because the vision of the patients with ophthalmic diseases generally has problems, the voice output is more suitable for the reception of both the doctor and the patient, and therefore the embodiment selects the voice prompt to broadcast the reserved eye identification information of the target object. For example, the voice prompt "the left eye of the patient has fungal conjunctivitis and the right eye does not have infection" can be received by both the doctor and the patient, and the process is supervised together.
102. And acquiring real-time audio and video information of the target object.
In this embodiment, real-time audio/video information of the dual tracks can be synchronously acquired through the integrated camera and the microphone module, and further, the integrated module can be provided with a rotating device in a false mode and used for tracking people or sound sources in the visual field.
103. And extracting the identity characteristic and the eye characteristic from the real-time audio and video information, comparing the identity characteristic and the eye characteristic with the reserved identity information and the reserved eye characteristic respectively, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule. The preset rules comprise: the contact ratio of the identity features/eye features participating in the comparison and the reserved identity information/reserved eye information is 100%.
In this embodiment, the identity features include face features and voice features, the face features are compared with the reserved face information, the voice features are compared with the reserved voice information, the eye features are compared with the reserved eye information, comparison success information can be output only when the coincidence degrees of the face features and the reserved voice information are all 100%, and comparison failure information is output otherwise.
As illustrated below, generally, before administering a medicine, a nurse inquires identity information of a patient, for example, "what name you call", the patient replies to the real name "XXX" by himself as required, and in the real-time audio/video information acquired in step 102, the real name "XXX" is extracted and separated as a sound feature, the sound feature is compared with reserved sound information that has been reserved before, and if the real name "XXX" is matched with the reserved sound information, the verification of the sound part is completed. It can be inferred that the same character needs to be output as reserved voice information at the time of information entry. Furthermore, the voiceprint information contained in the reserved voice information and the voiceprint information contained in the voice characteristics can be compared once, so that the comparison accuracy is improved.
1031. And after the successful information is compared, outputting the medical operation which the target object should receive currently.
In this embodiment, after the comparison check is completed, some operations may be output by voice, such as "the left eye of the patient drips the medicine, and the right eye does not operate" currently.
1032. If the continuous times of the comparison failure information reach a preset threshold value, a character/voice warning is sent out, medical staff checks and corrects own behaviors, or the identity characteristics and the eye characteristics are respectively covered on the reserved identity information and the reserved eye information. The above-mentioned preset threshold is selected according to the actual situation, and is not limited again.
In this embodiment, if pop out failure information prompt box many times, then the identity or the eye class of present patient are in doubt, if affirm this patient identity and eye class have no mistake after medical personnel's manual check, generally consider that the entering process of earlier period appears and disturb or the mistake, in time cover reservation identity information and reservation eye class information with identity characteristic and eye class characteristic respectively, as new reservation identity information and reservation eye class information. If the medical staff thinks the text/voice warning is reasonable, then correct the behavior of the staff. Furthermore, considering that the personal physical condition of the patient is abnormal to cause deviation of the currently obtained identity characteristic and the eye characteristic, the current identity characteristic and the eye characteristic can be added to the reserved identity information and the reserved eye characteristic information to be used as a group of parallel information to participate in comparison instead of covering the information input before.
Example two
Referring to fig. 2, fig. 2 is a schematic flow chart of another eye identification method disclosed in the embodiment of the present application, where the embodiment includes the following steps:
201. reserved identity information and reserved eye identity information reserved for a target object, which is a patient of an ophthalmologic disease, are extracted.
202. And acquiring real-time audio and video information of the target object.
In this embodiment, the integrated camera and the microphone module can be used to synchronously acquire real-time audio/video information of the dual tracks, and further, the integrated module can be used to simulate a rotating device for tracking people or sound sources in the field of view.
203. And extracting identity characteristics and eye characteristics from the real-time audio and video information, comparing the identity characteristics and the eye characteristics with the reserved identity information and the reserved eye characteristics respectively, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule. The preset rules include: the contact ratio of the identity features/eye features participating in the comparison and the reserved identity information/reserved eye information is 100%. In this embodiment, the identity features include face features and voice features, the face features are compared with the reserved face information, the voice features are compared with the reserved voice information, the eye features are compared with the reserved eye information, comparison success information can be output only when the coincidence degrees of the face features and the reserved voice information are all 100%, and comparison failure information is output otherwise.
204. Extracting the current action characteristic of the medical personnel from the real-time audio and video information, judging whether the current action characteristic accords with a preset scene according to built-in logic, if so, not making a voice alarm, recording the current action characteristic on the scene, and if not, sending the voice alarm.
In this embodiment, the eye identification of the target object in a preset scene (during a treatment, an operation or an examination) is evaluated in real time, so as to correct the eye identification error in time, ensure the accuracy and safety of the treatment, the operation or the examination, and smoothly implement a medical procedure.
EXAMPLE III
Referring to fig. 3, fig. 3 is a schematic structural diagram of an eye identification device disclosed in the embodiment of the present application. As shown in fig. 3, the eye identification apparatus may include a reserved information extraction module 301, a real-time information acquisition module 302, and a data analysis module 303, wherein:
a reserved information extraction module 301, configured to extract reserved identity information and reserved eye identity information reserved for the target object;
a real-time information obtaining module 302, configured to obtain real-time audio and video information of a target object;
the data analysis module 303 is configured to extract an identity feature and an eye feature from the real-time audio/video information, compare the identity feature and the eye feature with the reserved identity information and the reserved eye feature information, output a comparison success message if the comparison result meets a preset rule, and output a comparison failure message if the comparison result does not meet the preset rule.
As an optional implementation manner, the apparatus of the foregoing embodiment may further include a first prompting unit, a second prompting unit, and a third prompting unit, which are not shown in the drawings, wherein:
and the first prompting unit is used for outputting the medical operation which should be currently accepted by the target object after the successful comparison information is compared, and the output information can be any image combination or voice broadcast.
And the second prompting unit is used for carrying out voice prompt after extracting the reserved identity information and the reserved eye identification information reserved by the target object, and the voice prompt is used for broadcasting the reserved eye identification information of the target object.
And the third prompting unit is used for extracting the current action characteristic of the medical staff from the real-time audio and video information, judging whether the current action characteristic accords with a preset scene according to built-in logic, if so, not making a voice alarm, recording the current action characteristic on a case, and if not, sending the voice alarm.
By implementing the device described in the above embodiment, the doctor and the patient can be prompted to obtain key information at the same time, and the medical staff is prevented from losing an error correction mechanism due to unilateral checking. The functions of the prompting units are different, for example, the first prompting unit is used for comparing key information prompts after a program, the second prompting unit is used for extracting key information prompts after information, and the third prompting unit performs logic judgment and then determines whether to perform voice alarm or not.
As an optional implementation, the apparatus of the foregoing embodiment may further include an information covering unit, not shown:
and the information covering unit is used for popping up a manual correction window if the continuous times of the comparison failure information reach a preset threshold value, and the medical personnel respectively cover the reserved identity information and the reserved eye identity information with the identity characteristics and the eye identity characteristics.
By implementing the device described in the above embodiment, background data is reasonably covered as new reserved identity information and reserved eye identification information. Furthermore, considering that the personal physical condition of the patient is abnormal to cause deviation of the currently obtained identity characteristic and the eye characteristic, the current identity characteristic and the eye characteristic can be added to the reserved identity information and the reserved eye characteristic information to be used as a group of parallel information to participate in comparison instead of covering the information input before.
Example four
Referring to fig. 4, fig. 4 is a schematic structural diagram of an electronic device disclosed in the embodiment of the present application, where the electronic device may be an upper computer. As shown in fig. 4, the electronic device may include:
a memory 401 storing executable program code;
a processor 402 coupled with the memory 401;
the processor 402 calls the executable program code stored in the memory 401 to perform all or part of the steps of any of the eye identification methods described in the above embodiments.
The Memory 401 may include a Random Access Memory (RAM) or a Read-Only Memory (Read-Only Memory). Optionally, the memory 401 includes a non-transitory computer-readable medium. The memory 401 may be used to store instructions, programs, code sets, or instruction sets. The memory 401 may include a stored program area and a stored data area, wherein the stored program area may store instructions for implementing an operating system, instructions for at least one function, instructions for implementing the various method embodiments described above, and the like; the storage data area may store data created according to the use of the server, and the like.
Processor 402 may include one or more processing cores. The processor 402, using various interfaces and lines to connect various parts throughout the server, performs various functions of the server and processes data by executing or executing instructions, programs, code sets, or instruction sets stored in the memory 401, and calling data stored in the memory 401. Alternatively, the processor 402 may be implemented in hardware using at least one of Digital Signal Processing (DSP), Field-Programmable Gate Array (FPGA), and Programmable Logic Array (PLA). The processor 402 may be integrated with one or a combination of a Central Processing Unit (CPU) and a modem. Wherein, the CPU mainly processes an operating system, an application program and the like; the modem is used to handle wireless communications. It is understood that the above modem may not be integrated into the processor 402, but may be implemented by a single chip.
EXAMPLE five
Furthermore, the present application further discloses a computer-readable storage medium storing a computer program for electronic data exchange, wherein the computer program causes a computer to execute all or part of the steps of any one of the eye identification methods described in the above embodiments.
EXAMPLE six
In addition, the present application further discloses a computer program product, which when run on a computer, causes the computer to execute all or part of the steps of any of the eye identification methods described in the above embodiments.
It will be understood by those skilled in the art that all or part of the steps in the methods of the above embodiments may be implemented by program instructions associated with hardware, and the program may be stored in a computer-readable storage medium, wherein the storage medium includes Read-Only Memory (ROM), Random Access Memory (RAM), Programmable Read-Only Memory (PROM), Erasable Programmable Read-Only Memory (EPROM), One-time Programmable Read-Only Memory (OTPROM), Electrically Erasable Programmable Read-Only Memory (EEPROM), Compact Disc Read-Only Memory (CD-ROM), or other Memory, disk Memory, or other storage device, A tape memory, or any other medium readable by a computer that can be used to carry or store data.
The above detailed description is given to an eye identification method, apparatus, device and medium disclosed in the embodiments of the present application, and specific examples are applied herein to explain the principles and embodiments of the present application, and the description of the above embodiments is only used to help understanding the method and its core idea of the present application; meanwhile, for a person skilled in the art, according to the idea of the present application, there may be variations in the specific embodiments and the application scope, and in summary, the content of the present specification should not be construed as a limitation to the present application.

Claims (7)

1. An eye identification method, comprising the steps of:
extracting reserved identity information and reserved eye information reserved by a target object;
acquiring real-time audio and video information of a target object;
extracting identity characteristics and eye characteristics from the real-time audio and video information, comparing the identity characteristics and the eye characteristics with the reserved identity information and the reserved eye characteristics respectively, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule;
after the comparison success information is obtained, the medical operation which the target object should receive at present is output;
extracting the current action characteristic of the medical personnel from the real-time audio and video information, judging whether the current action characteristic accords with a preset scene according to built-in logic, if so, not making a voice alarm, recording the current action characteristic on a case, and if not, sending the voice alarm;
if the continuous times of the comparison failure information reach a preset threshold value, a character/voice warning is sent out, the medical staff checks and corrects the self behavior, the current identity characteristic and the eye characteristic are added to the reserved identity information and the reserved eye characteristic information, and the information is used as a group of parallel information to participate in comparison.
2. The eye recognition method of claim 1, wherein the preset rule comprises: the contact ratio of the identity characteristic/the eye characteristic and the reserved identity information/the reserved eye characteristic which participate in the comparison is 100%.
3. The eye identification method of claim 1, wherein the reserved identity information comprises reserved facial information and reserved voice information, and the identity characteristics comprise facial characteristics and voice characteristics.
4. The eye identification method of claim 1, wherein the extracting of the reserved identity information and the reserved eye identification information reserved by the target object further comprises a voice prompt, and the voice prompt is used for broadcasting the reserved eye identification information of the target object.
5. An eye identification device, comprising:
the reserved information extraction module is used for extracting reserved identity information and reserved eye identification information reserved by the target object;
the real-time information acquisition module is used for acquiring real-time audio and video information of the target object;
the data analysis module is used for extracting identity characteristics and eye characteristics from the real-time audio and video information, comparing the identity characteristics and the eye characteristics with the reserved identity information and the reserved eye characteristics respectively, outputting comparison success information if the comparison result conforms to a preset rule, and outputting comparison failure information if the comparison result does not conform to the preset rule; after the comparison success information is obtained, the medical operation which the target object should receive at present is output;
the third prompting unit is used for extracting the current action characteristic of the medical staff from the real-time audio and video information, judging whether the current action characteristic accords with a preset scene according to built-in logic, if so, not making voice alarm, recording the current action characteristic on a case, and if not, sending out voice alarm;
if the continuous times of the comparison failure information reach a preset threshold value, a character/voice warning is sent out, the medical staff checks and corrects the self behavior, the current identity characteristic and the eye characteristic are added to the reserved identity information and the reserved eye characteristic information, and the information is used as a group of parallel information to participate in comparison.
6. An electronic device, comprising:
a memory storing executable program code;
a processor coupled with the memory;
the processor calls the executable program code stored in the memory to execute the eye recognition method of any one of claims 1 to 4.
7. A computer-readable storage medium characterized in that the computer-readable storage medium stores a computer program, wherein the computer program causes a computer to execute the eye identification method according to any one of claims 1 to 4.
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Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106815487A (en) * 2017-01-22 2017-06-09 深圳市人民医院 A kind of accurate tripartite verifies operation management system
CN108492859A (en) * 2018-04-03 2018-09-04 无锡市第二人民医院 Ophthalmic remedy management method, device and equipment
CN110838251A (en) * 2018-08-15 2020-02-25 苏州敏行医学信息技术有限公司 Intelligent training method and system for venous transfusion
CN111755089A (en) * 2020-06-24 2020-10-09 中国人民解放军陆军军医大学第一附属医院 Safety checking system for ophthalmic surgery
CN112614575A (en) * 2020-12-25 2021-04-06 宜昌市中心人民医院(三峡大学第一临床医学院、三峡大学附属中心人民医院) Treatment process compliance confirmation method

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106815487A (en) * 2017-01-22 2017-06-09 深圳市人民医院 A kind of accurate tripartite verifies operation management system
CN108492859A (en) * 2018-04-03 2018-09-04 无锡市第二人民医院 Ophthalmic remedy management method, device and equipment
CN110838251A (en) * 2018-08-15 2020-02-25 苏州敏行医学信息技术有限公司 Intelligent training method and system for venous transfusion
CN111755089A (en) * 2020-06-24 2020-10-09 中国人民解放军陆军军医大学第一附属医院 Safety checking system for ophthalmic surgery
CN112614575A (en) * 2020-12-25 2021-04-06 宜昌市中心人民医院(三峡大学第一临床医学院、三峡大学附属中心人民医院) Treatment process compliance confirmation method

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
Deep learning-based smart speaker to confirm surgical sites for cataract surgeries: A pilot study;Tae Keun Yoo等;《PLOS ONE》;20200409;第1-12页 *
规范查对流程预防眼科患者身份和眼别识别差错;王咏梅等;《护理管理杂志》;20130610;第13卷(第6期);第431-433页 *

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