CN113520312A - Portable intelligent skin microscopic analysis system - Google Patents
Portable intelligent skin microscopic analysis system Download PDFInfo
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- CN113520312A CN113520312A CN202110588142.4A CN202110588142A CN113520312A CN 113520312 A CN113520312 A CN 113520312A CN 202110588142 A CN202110588142 A CN 202110588142A CN 113520312 A CN113520312 A CN 113520312A
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- infrared ccd
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- infrared
- portable intelligent
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- 238000007431 microscopic evaluation Methods 0.000 title claims abstract description 6
- 238000004458 analytical method Methods 0.000 claims abstract description 6
- 230000036541 health Effects 0.000 claims abstract description 4
- 238000004452 microanalysis Methods 0.000 claims description 4
- 239000002390 adhesive tape Substances 0.000 claims description 3
- 201000010099 disease Diseases 0.000 description 5
- 208000037265 diseases, disorders, signs and symptoms Diseases 0.000 description 5
- 230000006870 function Effects 0.000 description 3
- 238000003745 diagnosis Methods 0.000 description 2
- 238000002329 infrared spectrum Methods 0.000 description 2
- 230000004089 microcirculation Effects 0.000 description 2
- 208000017520 skin disease Diseases 0.000 description 2
- 230000009885 systemic effect Effects 0.000 description 2
- 208000030507 AIDS Diseases 0.000 description 1
- 241000282414 Homo sapiens Species 0.000 description 1
- 206010020751 Hypersensitivity Diseases 0.000 description 1
- 206010020772 Hypertension Diseases 0.000 description 1
- 208000000453 Skin Neoplasms Diseases 0.000 description 1
- 208000026935 allergic disease Diseases 0.000 description 1
- 230000007815 allergy Effects 0.000 description 1
- 238000013473 artificial intelligence Methods 0.000 description 1
- 230000002902 bimodal effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 206010012601 diabetes mellitus Diseases 0.000 description 1
- 208000014951 hematologic disease Diseases 0.000 description 1
- 238000003331 infrared imaging Methods 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 238000000034 method Methods 0.000 description 1
- 230000006855 networking Effects 0.000 description 1
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0077—Devices for viewing the surface of the body, e.g. camera, magnifying lens
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/44—Detecting, measuring or recording for evaluating the integumentary system, e.g. skin, hair or nails
- A61B5/441—Skin evaluation, e.g. for skin disorder diagnosis
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- G—PHYSICS
- G02—OPTICS
- G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
- G02B21/00—Microscopes
- G02B21/36—Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
- G02B21/361—Optical details, e.g. image relay to the camera or image sensor
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- G—PHYSICS
- G02—OPTICS
- G02B—OPTICAL ELEMENTS, SYSTEMS OR APPARATUS
- G02B21/00—Microscopes
- G02B21/36—Microscopes arranged for photographic purposes or projection purposes or digital imaging or video purposes including associated control and data processing arrangements
- G02B21/365—Control or image processing arrangements for digital or video microscopes
- G02B21/367—Control or image processing arrangements for digital or video microscopes providing an output produced by processing a plurality of individual source images, e.g. image tiling, montage, composite images, depth sectioning, image comparison
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B2560/00—Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
- A61B2560/04—Constructional details of apparatus
- A61B2560/0431—Portable apparatus, e.g. comprising a handle or case
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- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Physics & Mathematics (AREA)
- Engineering & Computer Science (AREA)
- Multimedia (AREA)
- Biomedical Technology (AREA)
- Medical Informatics (AREA)
- General Physics & Mathematics (AREA)
- Veterinary Medicine (AREA)
- Analytical Chemistry (AREA)
- Biophysics (AREA)
- Pathology (AREA)
- Chemical & Material Sciences (AREA)
- Heart & Thoracic Surgery (AREA)
- Optics & Photonics (AREA)
- Molecular Biology (AREA)
- Surgery (AREA)
- Animal Behavior & Ethology (AREA)
- General Health & Medical Sciences (AREA)
- Public Health (AREA)
- Dermatology (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Microscoopes, Condenser (AREA)
- Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
- Measuring And Recording Apparatus For Diagnosis (AREA)
Abstract
The invention discloses a portable intelligent skin microscopic analysis system, which comprises an infrared CCD (charge coupled device) microscope lens and a smart phone, wherein the infrared CCD microscope lens is arranged at a camera lens of the smart phone; after the infrared CCD microscope lens collects images, the intelligent mobile phone carries out algorithm analysis, and the health condition of the body is analyzed and judged. The invention is convenient to carry and has good working performance.
Description
Technical Field
The invention relates to a skin micro-analysis system.
Background
In many common skin diseases and skin cancers, as well as in early stages of systemic diseases, such as diabetes, hypertension, allergy, blood diseases and even AIDS, the skin color shows a certain degree, and the infrared image has certain characteristics. Early warning of these diseases is facilitated by microscopic observation and analysis of the skin. With the development and popularization of smart phones, the smart phones have powerful functions and provide various convenience for people. Therefore, the skin microscopic image and the infrared image can be collected and analyzed by combining the smart phone with the microscope lens and the infrared imaging CCD; the skin microscopic image and the infrared image are collected through the smart phone, and the microscopic characteristics of diseases such as diseases, microcirculation and the like are intelligently analyzed through an artificial intelligent learning algorithm, so that the method is used for auxiliary diagnosis of skin diseases and early warning of other systemic diseases.
The rapid development of remote medical consultation as a new medical service model has sufficiently shown superiority in the medical field compared with the conventional medical means. The existing remote consultation platform is used for examining the skin condition of a patient by a doctor through a high-definition camera lens, and due to the limitation of the magnification factor of a mobile phone lens, the microstructure of the skin cannot be seen clearly. Therefore, it is necessary to develop a clear photographing function for the body part. The development of smart phones provides various conveniences for human beings, has powerful functions, and can be used for collecting and analyzing images. In addition, the intelligent algorithm is adopted to analyze the skin microscopic image and the infrared spectrum image, so that the application of intelligent medical treatment can be realized, and cheap medical diagnosis is provided for people.
Disclosure of Invention
The invention aims to provide a portable intelligent skin microanalysis system which is convenient to carry and good in working performance.
The technical solution of the invention is as follows:
a portable intelligent skin microscopic analysis system is characterized in that: the system comprises an infrared CCD (charge coupled device) microscope and a smart phone, wherein the infrared CCD microscope is arranged at a camera lens of the smart phone; after the infrared CCD microscope lens collects images, the intelligent mobile phone carries out algorithm analysis, and the health condition of the body is analyzed and judged.
The infrared CCD microscope lens is an infrared CCD or terahertz sensor lens.
The infrared CCD micro lens is arranged on a shell of a camera lens part of the smart phone through double faced adhesive tape or threads.
The algorithm is used for processing the acquired microscopic image and can identify and judge the body condition.
The invention mainly adopts a microscopic magnifier with an infrared photosensitive CCD element, such as a microscopic lens, combined with mobile equipment, such as a smart phone or iPad and the like, to collect a microstructure and an infrared spectrum image on the surface of skin, and combines with an artificial intelligence algorithm to identify and analyze the image. The physical structure is characterized in that a micro lens with an infrared photosensitive CCD element is added at the camera lens of the mobile phone, and the micro characteristics of capillary microcirculation and the like on the surface of the skin and the infrared image characteristics are collected and analyzed in combination with APP with an artificial intelligent algorithm.
Compared with the prior microscopic device, the invention has the prominent characteristics and advantages that: 1. and the convex microscope lens is adopted, so that the position is easy to position. 2. The lens is internally provided with an infrared sensitive CCD element. 3. The algorithm adopts a depth learning residual U network (Res-Unet) algorithm of bimodal input of a visible light image and an infrared image, the algorithm model adopts a network of a double-attention machine mechanism and a coding and decoding structure, the dependency relationship among semantic features is obtained from the space dimension, the channel dimension and the infrared image dimension respectively, and the accuracy is high. 4. Only the micro lens is provided, so the portable lens is convenient to carry. 5. Due to the combination of the mobile equipment, networking transmission is easy, and intelligent analysis and judgment are easy.
Drawings
The invention is further illustrated by the following figures and examples.
Fig. 1 is a schematic structural view of embodiment 1 of the present invention.
FIG. 2 is a schematic structural view of example 2.
Detailed Description
Example 1:
a portable intelligent skin microscopic analysis system comprises an infrared CCD (charge coupled device) microscope lens 1 and a smart phone 2, wherein the infrared CCD microscope lens is arranged at a camera lens of the smart phone; after the infrared CCD microscope lens collects images, the intelligent mobile phone carries out algorithm analysis, and the health condition of the body is analyzed and judged.
The infrared CCD microscope lens is an infrared CCD or terahertz sensor lens.
The infrared CCD micro lens is arranged on a shell of a camera lens part of the smart phone through double faced adhesive tape or threads.
The algorithm is used for processing the acquired microscopic image and can identify and judge the body condition.
Example 2:
the infrared CCD microscope 1 is connected to the smartphone 2 through a connecting wire after passing through the image acquisition box 3, and the rest is the same as embodiment 1.
Claims (3)
1. A portable intelligent skin microscopic analysis system is characterized in that: the system comprises an infrared CCD (charge coupled device) microscope and a smart phone, wherein the infrared CCD microscope is arranged at a camera lens of the smart phone; after the infrared CCD microscope lens collects images, the intelligent mobile phone carries out algorithm analysis, and the health condition of the body is analyzed and judged; the algorithm is used for processing the acquired microscopic image and can identify and judge the body condition.
2. The portable intelligent skin microanalysis system according to claim 1, wherein: the infrared CCD microscope lens is an infrared CCD or terahertz sensor lens.
3. The portable intelligent skin microanalysis system according to claim 1, wherein: the infrared CCD micro lens is arranged on a shell of a camera lens part of the smart phone through double faced adhesive tape or threads.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110588142.4A CN113520312A (en) | 2021-05-28 | 2021-05-28 | Portable intelligent skin microscopic analysis system |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202110588142.4A CN113520312A (en) | 2021-05-28 | 2021-05-28 | Portable intelligent skin microscopic analysis system |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN113520312A true CN113520312A (en) | 2021-10-22 |
Family
ID=78124462
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202110588142.4A Pending CN113520312A (en) | 2021-05-28 | 2021-05-28 | Portable intelligent skin microscopic analysis system |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN113520312A (en) |
Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106073719A (en) * | 2016-07-18 | 2016-11-09 | 重庆金创谷医疗科技有限公司 | A kind of multispectral portable skin mirror system |
| CN106821313A (en) * | 2017-01-12 | 2017-06-13 | 宜昌市怡康皮肤病医院有限责任公司 | Multispectral skin detection instrument |
| CN107115100A (en) * | 2017-04-28 | 2017-09-01 | 苏州商信宝信息科技有限公司 | A kind of Intelligent mirror device detected for medical treatment ＆ health and its detection method |
| CN108354587A (en) * | 2016-05-24 | 2018-08-03 | 丽宝大数据股份有限公司 | Individual skin diagnoses and skin nursing |
| CN109363640A (en) * | 2018-12-04 | 2019-02-22 | 北京贝叶科技有限公司 | Recognition methods and system based on dermal pathology image |
| CN110621214A (en) * | 2017-02-01 | 2019-12-27 | 合意骨科有限公司 | System and method for monitoring physical therapy and rehabilitation using a user interface |
| CN110742579A (en) * | 2013-07-22 | 2020-02-04 | 洛克菲勒大学 | System and method for optical detection of skin diseases |
| CN112263224A (en) * | 2020-12-24 | 2021-01-26 | 南京信息工程大学 | Medical information processing method based on FPGA edge calculation |
-
2021
- 2021-05-28 CN CN202110588142.4A patent/CN113520312A/en active Pending
Patent Citations (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110742579A (en) * | 2013-07-22 | 2020-02-04 | 洛克菲勒大学 | System and method for optical detection of skin diseases |
| CN108354587A (en) * | 2016-05-24 | 2018-08-03 | 丽宝大数据股份有限公司 | Individual skin diagnoses and skin nursing |
| CN106073719A (en) * | 2016-07-18 | 2016-11-09 | 重庆金创谷医疗科技有限公司 | A kind of multispectral portable skin mirror system |
| CN106821313A (en) * | 2017-01-12 | 2017-06-13 | 宜昌市怡康皮肤病医院有限责任公司 | Multispectral skin detection instrument |
| CN110621214A (en) * | 2017-02-01 | 2019-12-27 | 合意骨科有限公司 | System and method for monitoring physical therapy and rehabilitation using a user interface |
| CN107115100A (en) * | 2017-04-28 | 2017-09-01 | 苏州商信宝信息科技有限公司 | A kind of Intelligent mirror device detected for medical treatment ＆ health and its detection method |
| CN109363640A (en) * | 2018-12-04 | 2019-02-22 | 北京贝叶科技有限公司 | Recognition methods and system based on dermal pathology image |
| CN112263224A (en) * | 2020-12-24 | 2021-01-26 | 南京信息工程大学 | Medical information processing method based on FPGA edge calculation |
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