ATE140327T1 - System und verfahren für automatische zellenklassifizierung, basierend auf ein neuronalnetzwerk - Google Patents

System und verfahren für automatische zellenklassifizierung, basierend auf ein neuronalnetzwerk

Info

Publication number
ATE140327T1
ATE140327T1 AT89302889T AT89302889T ATE140327T1 AT E140327 T1 ATE140327 T1 AT E140327T1 AT 89302889 T AT89302889 T AT 89302889T AT 89302889 T AT89302889 T AT 89302889T AT E140327 T1 ATE140327 T1 AT E140327T1
Authority
AT
Austria
Prior art keywords
classification based
cell classification
automatic cell
neuronal network
classification
Prior art date
Application number
AT89302889T
Other languages
English (en)
Inventor
Mark R Rutenberg
Original Assignee
Neuromedical Systems Inc
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 Neuromedical Systems Inc filed Critical Neuromedical Systems Inc
Application granted granted Critical
Publication of ATE140327T1 publication Critical patent/ATE140327T1/de

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Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/693—Acquisition
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1468—Optical investigation techniques, e.g. flow cytometry with spatial resolution of the texture or inner structure of the particle
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H30/00—ICT specially adapted for the handling or processing of medical images
    • G16H30/40—ICT specially adapted for the handling or processing of medical images for processing medical images, e.g. editing
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N15/1429—Signal processing
    • G01N15/1433—Signal processing using image recognition
    • G—PHYSICS
    • G01—MEASURING; TESTING
    • G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume or surface-area of porous materials
    • G01N15/10—Investigating individual particles
    • G01N15/14—Optical investigation techniques, e.g. flow cytometry
    • G01N2015/1488—Methods for deciding
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S128/00—Surgery
    • Y10S128/92—Computer assisted medical diagnostics
    • Y10S128/925—Neural network
    • Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S706/00—Data processing: artificial intelligence
    • Y10S706/902—Application using ai with detail of the ai system
    • Y10S706/924—Medical

Landscapes

  • Engineering & Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Biomedical Technology (AREA)
  • Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Molecular Biology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Multimedia (AREA)
  • Primary Health Care (AREA)
  • Epidemiology (AREA)
  • Chemical & Material Sciences (AREA)
  • Pathology (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Immunology (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Dispersion Chemistry (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Radiology & Medical Imaging (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Automatic Analysis And Handling Materials Therefor (AREA)
  • Combined Means For Separation Of Solids (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
AT89302889T 1988-04-08 1989-03-22 System und verfahren für automatische zellenklassifizierung, basierend auf ein neuronalnetzwerk ATE140327T1 (de)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US07179060 US4965725B1 (en) 1988-04-08 1988-04-08 Neural network based automated cytological specimen classification system and method

Publications (1)

Publication Number Publication Date
ATE140327T1 true ATE140327T1 (de) 1996-07-15

Family

ID=22655067

Family Applications (1)

Application Number Title Priority Date Filing Date
AT89302889T ATE140327T1 (de) 1988-04-08 1989-03-22 System und verfahren für automatische zellenklassifizierung, basierend auf ein neuronalnetzwerk

Country Status (23)

Country Link
US (2) US4965725B1 (de)
EP (1) EP0336608B1 (de)
JP (1) JPH04501325A (de)
CN (1) CN1031811C (de)
AT (1) ATE140327T1 (de)
AU (1) AU628342B2 (de)
BG (1) BG51463A3 (de)
BR (1) BR8907355A (de)
CA (1) CA1323700C (de)
DE (1) DE68926796T2 (de)
DK (1) DK262490D0 (de)
ES (1) ES2090033T3 (de)
FI (1) FI101653B1 (de)
GR (1) GR3021252T3 (de)
HK (1) HK1003583A1 (de)
HU (1) HU208186B (de)
IL (1) IL89859A0 (de)
MC (1) MC2101A1 (de)
RO (1) RO106931B1 (de)
RU (1) RU2096827C1 (de)
SG (1) SG46454A1 (de)
WO (1) WO1989009969A1 (de)
ZA (1) ZA892558B (de)

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FI101653B (fi) 1998-07-31
JPH04501325A (ja) 1992-03-05
DK262490A (da) 1990-11-01
US4965725A (en) 1990-10-23
ES2090033T3 (es) 1996-10-16
US5287272B1 (en) 1996-08-27
BG51463A3 (en) 1993-05-14
DK262490D0 (da) 1990-11-01
FI904922A0 (fi) 1990-10-05
WO1989009969A1 (en) 1989-10-19
EP0336608A2 (de) 1989-10-11
ZA892558B (en) 1989-12-27
SG46454A1 (en) 1998-02-20
GR3021252T3 (en) 1997-01-31
US4965725B1 (en) 1996-05-07
AU3541589A (en) 1989-11-03
DE68926796D1 (de) 1996-08-14
HU208186B (en) 1993-08-30
IL89859A0 (en) 1989-12-15
EP0336608A3 (en) 1990-08-29
CA1323700C (en) 1993-10-26
US5287272A (en) 1994-02-15
BR8907355A (pt) 1991-03-19
AU628342B2 (en) 1992-09-17
HU892848D0 (en) 1990-12-28
CN1037035A (zh) 1989-11-08
CN1031811C (zh) 1996-05-15
RO106931B1 (ro) 1993-07-30
RU2096827C1 (ru) 1997-11-20
HK1003583A1 (en) 1998-10-30
FI101653B1 (fi) 1998-07-31
DE68926796T2 (de) 1996-11-07
HUT59239A (en) 1992-04-28
EP0336608B1 (de) 1996-07-10
MC2101A1 (fr) 1991-02-15

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