FI101653B1 - Automatisoitu solunäytteiden luokittelija - Google Patents

Automatisoitu solunäytteiden luokittelija

Info

Publication number
FI101653B1
FI101653B1 FI904922A FI904922A FI101653B1 FI 101653 B1 FI101653 B1 FI 101653B1 FI 904922 A FI904922 A FI 904922A FI 904922 A FI904922 A FI 904922A FI 101653 B1 FI101653 B1 FI 101653B1
Authority
FI
Finland
Prior art keywords
cell sample
automated cell
sample classifier
automated
classifier
Prior art date
Application number
FI904922A
Other languages
English (en)
Swedish (sv)
Other versions
FI904922A0 (fi
FI101653B (fi
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
Publication of FI904922A0 publication Critical patent/FI904922A0/fi
Application granted granted Critical
Publication of FI101653B publication Critical patent/FI101653B/fi
Publication of FI101653B1 publication Critical patent/FI101653B1/fi

Links

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)
  • Physics & Mathematics (AREA)
  • Biomedical Technology (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Molecular Biology (AREA)
  • Public Health (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Epidemiology (AREA)
  • Chemical & Material Sciences (AREA)
  • Data Mining & Analysis (AREA)
  • Primary Health Care (AREA)
  • Pathology (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Immunology (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Biophysics (AREA)
  • Computational Linguistics (AREA)
  • Dispersion Chemistry (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Databases & Information Systems (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Automatic Analysis And Handling Materials Therefor (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
  • Combined Means For Separation Of Solids (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
FI904922A 1988-04-08 1990-10-05 Automatisoitu solunäytteiden luokittelija FI101653B1 (fi)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US17906088 1988-04-08
US07179060 US4965725B1 (en) 1988-04-08 1988-04-08 Neural network based automated cytological specimen classification system and method
PCT/US1989/001221 WO1989009969A1 (en) 1988-04-08 1989-03-24 Neural network based automated cytological specimen classification system and method
US8901221 1989-04-12

Publications (3)

Publication Number Publication Date
FI904922A0 FI904922A0 (fi) 1990-10-05
FI101653B FI101653B (fi) 1998-07-31
FI101653B1 true FI101653B1 (fi) 1998-07-31

Family

ID=22655067

Family Applications (1)

Application Number Title Priority Date Filing Date
FI904922A FI101653B1 (fi) 1988-04-08 1990-10-05 Automatisoitu solunäytteiden luokittelija

Country Status (23)

Country Link
US (2) US4965725B1 (fi)
EP (1) EP0336608B1 (fi)
JP (1) JPH04501325A (fi)
CN (1) CN1031811C (fi)
AT (1) ATE140327T1 (fi)
AU (1) AU628342B2 (fi)
BG (1) BG51463A3 (fi)
BR (1) BR8907355A (fi)
CA (1) CA1323700C (fi)
DE (1) DE68926796T2 (fi)
DK (1) DK262490A (fi)
ES (1) ES2090033T3 (fi)
FI (1) FI101653B1 (fi)
GR (1) GR3021252T3 (fi)
HK (1) HK1003583A1 (fi)
HU (1) HU208186B (fi)
IL (1) IL89859A0 (fi)
MC (1) MC2101A1 (fi)
RO (1) RO106931B1 (fi)
RU (1) RU2096827C1 (fi)
SG (1) SG46454A1 (fi)
WO (1) WO1989009969A1 (fi)
ZA (1) ZA892558B (fi)

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CN1037035A (zh) 1989-11-08
HUT59239A (en) 1992-04-28
DE68926796D1 (de) 1996-08-14
HU892848D0 (en) 1990-12-28
JPH04501325A (ja) 1992-03-05
AU3541589A (en) 1989-11-03
BR8907355A (pt) 1991-03-19
CN1031811C (zh) 1996-05-15
RO106931B1 (ro) 1993-07-30
FI904922A0 (fi) 1990-10-05
HU208186B (en) 1993-08-30
SG46454A1 (en) 1998-02-20
US5287272B1 (en) 1996-08-27
IL89859A0 (en) 1989-12-15
EP0336608A3 (en) 1990-08-29
CA1323700C (en) 1993-10-26
BG51463A3 (en) 1993-05-14
AU628342B2 (en) 1992-09-17
MC2101A1 (fr) 1991-02-15
US4965725B1 (en) 1996-05-07
ES2090033T3 (es) 1996-10-16
US4965725A (en) 1990-10-23
RU2096827C1 (ru) 1997-11-20
FI101653B (fi) 1998-07-31
HK1003583A1 (en) 1998-10-30
US5287272A (en) 1994-02-15
EP0336608B1 (en) 1996-07-10
DK262490D0 (da) 1990-11-01
ZA892558B (en) 1989-12-27
DK262490A (da) 1990-11-01
EP0336608A2 (en) 1989-10-11
ATE140327T1 (de) 1996-07-15
GR3021252T3 (en) 1997-01-31
WO1989009969A1 (en) 1989-10-19
DE68926796T2 (de) 1996-11-07

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