MC2101A1 - Systeme et procede de classement automatise de specimens cytologiques bases sur un reseau neural - Google Patents

Systeme et procede de classement automatise de specimens cytologiques bases sur un reseau neural

Info

Publication number
MC2101A1
MC2101A1 MC892101D MC2101D MC2101A1 MC 2101 A1 MC2101 A1 MC 2101A1 MC 892101 D MC892101 D MC 892101D MC 2101 D MC2101 D MC 2101D MC 2101 A1 MC2101 A1 MC 2101A1
Authority
MC
Monaco
Prior art keywords
neural network
automated classification
cytological specimens
specimens based
classification
Prior art date
Application number
MC892101D
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
Publication of MC2101A1 publication Critical patent/MC2101A1/fr

Links

Classifications

    • 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
    • G06V20/693—Acquisition
    • 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)
  • Public Health (AREA)
  • Molecular Biology (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Epidemiology (AREA)
  • Primary Health Care (AREA)
  • Chemical & Material Sciences (AREA)
  • Pathology (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Biophysics (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Artificial Intelligence (AREA)
  • Mathematical Physics (AREA)
  • Software Systems (AREA)
  • Databases & Information Systems (AREA)
  • Immunology (AREA)
  • Biochemistry (AREA)
  • Analytical Chemistry (AREA)
  • Dispersion Chemistry (AREA)
  • Computational Linguistics (AREA)
  • Radiology & Medical Imaging (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Image Analysis (AREA)
  • Image Processing (AREA)
  • Automatic Analysis And Handling Materials Therefor (AREA)
  • Maintenance And Management Of Digital Transmission (AREA)
  • Analysing Materials By The Use Of Radiation (AREA)
  • Combined Means For Separation Of Solids (AREA)
  • Spinning Or Twisting Of Yarns (AREA)
MC892101D 1988-04-08 1989-03-24 Systeme et procede de classement automatise de specimens cytologiques bases sur un reseau neural MC2101A1 (fr)

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
MC2101A1 true MC2101A1 (fr) 1991-02-15

Family

ID=22655067

Family Applications (1)

Application Number Title Priority Date Filing Date
MC892101D MC2101A1 (fr) 1988-04-08 1989-03-24 Systeme et procede de classement automatise de specimens cytologiques bases sur un reseau neural

Country Status (23)

Country Link
US (2) US4965725B1 (fr)
EP (1) EP0336608B1 (fr)
JP (1) JPH04501325A (fr)
CN (1) CN1031811C (fr)
AT (1) ATE140327T1 (fr)
AU (1) AU628342B2 (fr)
BG (1) BG51463A3 (fr)
BR (1) BR8907355A (fr)
CA (1) CA1323700C (fr)
DE (1) DE68926796T2 (fr)
DK (1) DK262490A (fr)
ES (1) ES2090033T3 (fr)
FI (1) FI101653B (fr)
GR (1) GR3021252T3 (fr)
HK (1) HK1003583A1 (fr)
HU (1) HU208186B (fr)
IL (1) IL89859A0 (fr)
MC (1) MC2101A1 (fr)
RO (1) RO106931B1 (fr)
RU (1) RU2096827C1 (fr)
SG (1) SG46454A1 (fr)
WO (1) WO1989009969A1 (fr)
ZA (1) ZA892558B (fr)

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FI101653B1 (fi) 1998-07-31
JPH04501325A (ja) 1992-03-05
CN1037035A (zh) 1989-11-08
HK1003583A1 (en) 1998-10-30
US5287272A (en) 1994-02-15
HU892848D0 (en) 1990-12-28
EP0336608A3 (en) 1990-08-29
HU208186B (en) 1993-08-30
US5287272B1 (en) 1996-08-27
CA1323700C (fr) 1993-10-26
WO1989009969A1 (fr) 1989-10-19
EP0336608B1 (fr) 1996-07-10
DK262490D0 (da) 1990-11-01
RU2096827C1 (ru) 1997-11-20
ZA892558B (en) 1989-12-27
ATE140327T1 (de) 1996-07-15
DK262490A (da) 1990-11-01
DE68926796D1 (de) 1996-08-14
AU628342B2 (en) 1992-09-17
BG51463A3 (en) 1993-05-14
CN1031811C (zh) 1996-05-15
SG46454A1 (en) 1998-02-20
FI101653B (fi) 1998-07-31
EP0336608A2 (fr) 1989-10-11
US4965725B1 (en) 1996-05-07
HUT59239A (en) 1992-04-28
GR3021252T3 (en) 1997-01-31
BR8907355A (pt) 1991-03-19
FI904922A0 (fi) 1990-10-05
RO106931B1 (ro) 1993-07-30
ES2090033T3 (es) 1996-10-16
AU3541589A (en) 1989-11-03
IL89859A0 (en) 1989-12-15
US4965725A (en) 1990-10-23
DE68926796T2 (de) 1996-11-07

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