CN115279309A - 自动排泄处理装置、管理系统、判定方法以及程序 - Google Patents

自动排泄处理装置、管理系统、判定方法以及程序 Download PDF

Info

Publication number
CN115279309A
CN115279309A CN202180021213.0A CN202180021213A CN115279309A CN 115279309 A CN115279309 A CN 115279309A CN 202180021213 A CN202180021213 A CN 202180021213A CN 115279309 A CN115279309 A CN 115279309A
Authority
CN
China
Prior art keywords
cup
captured image
automatic excretion
treatment device
unit
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202180021213.0A
Other languages
English (en)
Chinese (zh)
Inventor
关野正树
冈田靖广
须永雄贵
足立登美夫
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Libertysolution Co ltd
University of Tokyo NUC
Original Assignee
Libertysolution Co ltd
University of Tokyo NUC
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Libertysolution Co ltd, University of Tokyo NUC filed Critical Libertysolution Co ltd
Publication of CN115279309A publication Critical patent/CN115279309A/zh
Pending legal-status Critical Current

Links

Images

Classifications

    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61F—FILTERS IMPLANTABLE INTO BLOOD VESSELS; PROSTHESES; DEVICES PROVIDING PATENCY TO, OR PREVENTING COLLAPSING OF, TUBULAR STRUCTURES OF THE BODY, e.g. STENTS; ORTHOPAEDIC, NURSING OR CONTRACEPTIVE DEVICES; FOMENTATION; TREATMENT OR PROTECTION OF EYES OR EARS; BANDAGES, DRESSINGS OR ABSORBENT PADS; FIRST-AID KITS
    • A61F5/00—Orthopaedic methods or devices for non-surgical treatment of bones or joints; Nursing devices ; Anti-rape devices
    • A61F5/44—Devices worn by the patient for reception of urine, faeces, catamenial or other discharge; Colostomy devices
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B10/00—Instruments for taking body samples for diagnostic purposes; Other methods or instruments for diagnosis, e.g. for vaccination diagnosis, sex determination or ovulation-period determination; Throat striking implements
    • A61B10/0038—Devices for taking faeces samples; Faecal examination devices
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B10/00—Instruments for taking body samples for diagnostic purposes; Other methods or instruments for diagnosis, e.g. for vaccination diagnosis, sex determination or ovulation-period determination; Throat striking implements
    • A61B10/0045—Devices for taking samples of body liquids
    • A61B10/007—Devices for taking samples of body liquids for taking urine samples
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/145—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue
    • A61B5/14507—Measuring characteristics of blood in vivo, e.g. gas concentration or pH-value ; Measuring characteristics of body fluids or tissues, e.g. interstitial fluid or cerebral tissue specially adapted for measuring characteristics of body fluids other than blood
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/84—Systems specially adapted for particular applications
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/088—Non-supervised learning, e.g. competitive learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
    • G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
    • G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
    • G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
    • G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/74—Image or video pattern matching; Proximity measures in feature spaces
    • G06V10/761—Proximity, similarity or dissimilarity measures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/774—Generating sets of training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10024—Color image
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V2201/00—Indexing scheme relating to image or video recognition or understanding
    • G06V2201/03—Recognition of patterns in medical or anatomical images

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Medical Informatics (AREA)
  • General Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Public Health (AREA)
  • Animal Behavior & Ethology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Molecular Biology (AREA)
  • Evolutionary Computation (AREA)
  • Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Multimedia (AREA)
  • Computing Systems (AREA)
  • Surgery (AREA)
  • Databases & Information Systems (AREA)
  • Nursing (AREA)
  • Orthopedic Medicine & Surgery (AREA)
  • Epidemiology (AREA)
  • Vascular Medicine (AREA)
  • Biophysics (AREA)
  • Hematology (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Chemical & Material Sciences (AREA)
  • Immunology (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Computational Linguistics (AREA)
  • Data Mining & Analysis (AREA)
  • Optics & Photonics (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Biodiversity & Conservation Biology (AREA)
CN202180021213.0A 2020-03-18 2021-03-10 自动排泄处理装置、管理系统、判定方法以及程序 Pending CN115279309A (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US202062991082P 2020-03-18 2020-03-18
US62/991,082 2020-03-18
PCT/JP2021/009542 WO2021187272A1 (ja) 2020-03-18 2021-03-10 自動排泄処理装置、管理システム、判定方法、およびプログラム

Publications (1)

Publication Number Publication Date
CN115279309A true CN115279309A (zh) 2022-11-01

Family

ID=77768275

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202180021213.0A Pending CN115279309A (zh) 2020-03-18 2021-03-10 自动排泄处理装置、管理系统、判定方法以及程序

Country Status (5)

Country Link
US (1) US20230172744A1 (https=)
JP (1) JP7093980B2 (https=)
KR (1) KR20220142497A (https=)
CN (1) CN115279309A (https=)
WO (1) WO2021187272A1 (https=)

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CA3137612A1 (en) * 2021-11-05 2023-05-05 Pulsemedica Corp. Hybrid classifier training for feature extraction
JP2023171035A (ja) * 2022-05-20 2023-12-01 キヤノン株式会社 画像認識方法、プログラム、記録媒体及び画像認識装置
US12539015B2 (en) * 2023-09-05 2026-02-03 Midea Group Co., Ltd. Dishwasher with personalized utensil detection and scanning aids therefor

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20130016995A (ko) * 2011-08-09 2013-02-19 장황진 건강을 진단하는 다기능 변기시스템
CN106796213A (zh) * 2014-10-13 2017-05-31 韩国生产技术研究院 排泄物形状测定装置以及其方法
CN108431581A (zh) * 2016-02-04 2018-08-21 骊住株式会社 便器装置
WO2019245360A1 (en) * 2018-06-21 2019-12-26 N.V. Nutricia Method and system for characterizing stool patterns of young infants

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4180970B2 (ja) 2002-05-16 2008-11-12 雅信 鯨田 排便の検知及び自動吸引処理装置
JP2015136386A (ja) * 2014-01-20 2015-07-30 株式会社国際電気通信基礎技術研究所 排泄管理システム、排泄管理プログラム、排泄管理方法および排泄管理装置
JP5861977B2 (ja) 2014-06-18 2016-02-16 関根　弘一 大便色検知装置
CN106651883B (zh) * 2016-12-30 2019-12-17 四川沃文特生物技术有限公司 基于机器视觉的粪便形态识别方法
JPWO2019187018A1 (ja) * 2018-03-30 2020-04-30 株式会社ファーストスクリーニング 健康補助システム、センサー、及び健康補助方法

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR20130016995A (ko) * 2011-08-09 2013-02-19 장황진 건강을 진단하는 다기능 변기시스템
CN106796213A (zh) * 2014-10-13 2017-05-31 韩国生产技术研究院 排泄物形状测定装置以及其方法
CN108431581A (zh) * 2016-02-04 2018-08-21 骊住株式会社 便器装置
WO2019245360A1 (en) * 2018-06-21 2019-12-26 N.V. Nutricia Method and system for characterizing stool patterns of young infants

Also Published As

Publication number Publication date
JP7093980B2 (ja) 2022-07-01
US20230172744A1 (en) 2023-06-08
KR20220142497A (ko) 2022-10-21
JPWO2021187272A1 (https=) 2021-09-23
WO2021187272A1 (ja) 2021-09-23

Similar Documents

Publication Publication Date Title
US10860930B2 (en) Learning method, image recognition device, and computer-readable storage medium
CN114612389B (zh) 基于多源多尺度特征融合的眼底图像质量评价方法和装置
US11151721B2 (en) System and method for automatic detection, localization, and semantic segmentation of anatomical objects
CN109376636B (zh) 基于胶囊网络的眼底视网膜图像分类方法
TW201922174A (zh) 圖像診斷支援裝置、資料收集方法、圖像診斷支援方法及圖像診斷支援程式
CN115460968A (zh) 图像诊断装置、图像诊断方法、图像诊断程序和学习完毕模型
CN115279309A (zh) 自动排泄处理装置、管理系统、判定方法以及程序
CN111127426B (zh) 一种基于深度学习的胃黏膜清洁度评价方法及系统
Galagan et al. Automation of polycystic ovary syndrome diagnostics through machine learning algorithms in ultrasound imaging
Shah et al. Non-invasive primary screening of oral lesions into binary and multi class using convolutional neural network, stratified K-fold validation and transfer learning
CN113822389B (zh) 一种基于内窥镜图片的消化道疾病分类系统
Leopold et al. Segmentation and feature extraction of retinal vascular morphology
TWI863845B (zh) 醫療輔助診斷系統以及醫療輔助診斷胃炎的方法
KR102595429B1 (ko) 장 정결도의 자동화 계산 장치 및 방법
CN119991597A (zh) 一种肠镜患者肠道清洁等级识别方法及系统
Mhedbi et al. A Convolutional Neural Network based system for classifying malignant and benign skin lesions using mobile-device images
EP4282316A1 (en) Esophagogastroduodenoscopy (egd) system capable of enhancing reliability of edg inspection using deep learning
Dhoundiyal et al. Harnessing CNNs for accurate skin disease identification
CN112001896A (zh) 一种甲状腺边界不规则度检测装置
Watanabe et al. A system for wound evaluation support using depth and image sensors
CN114708973B (zh) 一种用于对人体健康进行评估的设备和存储介质
Sanjeevi et al. Artificial Intelligence-Driven Penetration-Aspiration Detection in Dysphagia Patients Using Fluoroscopic Videos
CN117132521B (zh) 心脏瓣膜图像分割方法、电子设备和存储介质
Pooja et al. Analyzing the Evaluation Metrics of Detecting Gastrointestinal Tumor Using Segmentation Techniques in Endoscopic Images
Dayananda Novel Convoluted local energy oriented patten (CLEOP) for the classification of wireless capsule endoscopy images

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination