CA2803933C - Procede pour l'analyse d'echantillons biologiques par imagerie spectrale - Google Patents

Procede pour l'analyse d'echantillons biologiques par imagerie spectrale Download PDF

Info

Publication number
CA2803933C
CA2803933C CA2803933A CA2803933A CA2803933C CA 2803933 C CA2803933 C CA 2803933C CA 2803933 A CA2803933 A CA 2803933A CA 2803933 A CA2803933 A CA 2803933A CA 2803933 C CA2803933 C CA 2803933C
Authority
CA
Canada
Prior art keywords
spectral
data
image
diagnosis
tissue
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.)
Active
Application number
CA2803933A
Other languages
English (en)
Other versions
CA2803933A1 (fr
Inventor
Max Diem
Benjamin Bird
Milos Miljkovic
Stanley H. Remiszewski
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.)
Northeastern University Boston
Cireca Theranostics LLC
Original Assignee
Northeastern University Boston
Cireca Theranostics LLC
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 Northeastern University Boston, Cireca Theranostics LLC filed Critical Northeastern University Boston
Publication of CA2803933A1 publication Critical patent/CA2803933A1/fr
Application granted granted Critical
Publication of CA2803933C publication Critical patent/CA2803933C/fr
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/41Detecting, measuring or recording for evaluating the immune or lymphatic systems
    • A61B5/414Evaluating particular organs or parts of the immune or lymphatic systems
    • A61B5/415Evaluating particular organs or parts of the immune or lymphatic systems the glands, e.g. tonsils, adenoids or thymus
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0071Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by measuring fluorescence emission
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/0059Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
    • A61B5/0075Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by spectroscopy, i.e. measuring spectra, e.g. Raman spectroscopy, infrared absorption spectroscopy
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/41Detecting, measuring or recording for evaluating the immune or lymphatic systems
    • A61B5/414Evaluating particular organs or parts of the immune or lymphatic systems
    • A61B5/418Evaluating particular organs or parts of the immune or lymphatic systems lymph vessels, ducts or nodes
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/55Specular reflectivity
    • G01N21/552Attenuated total reflection
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/64Fluorescence; Phosphorescence
    • G01N21/645Specially adapted constructive features of fluorimeters
    • G01N21/6456Spatial resolved fluorescence measurements; Imaging
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/65Raman scattering
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/483Physical analysis of biological material
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00Image analysis
    • G06T7/30Determination of transform parameters for the alignment of images, i.e. image registration
    • G06T7/33Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/60Type of objects
    • G06V20/69Microscopic objects, e.g. biological cells or cellular parts
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • A61B5/72Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235Details of waveform analysis
    • A61B5/7253Details of waveform analysis characterised by using transforms
    • A61B5/7257Details of waveform analysis characterised by using transforms using Fourier transforms
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N2021/3595Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using FTIR
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/64Fluorescence; Phosphorescence
    • G01N2021/6417Spectrofluorimetric devices
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/62Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
    • G01N21/63Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
    • G01N21/65Raman scattering
    • G01N2021/653Coherent methods [CARS]
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N21/00Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
    • G01N21/17Systems in which incident light is modified in accordance with the properties of the material investigated
    • G01N21/25Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
    • G01N21/31Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
    • G01N21/35Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
    • G01N21/3581Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using far infrared light; using Terahertz radiation
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/12Circuits of general importance; Signal processing
    • G01N2201/129Using chemometrical methods
    • G01N2201/1293Using chemometrical methods resolving multicomponent spectra
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2201/00Features of devices classified in G01N21/00
    • G01N2201/12Circuits of general importance; Signal processing
    • G01N2201/129Using chemometrical methods
    • G01N2201/1296Using chemometrical methods using neural networks
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10024Color image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/10Image acquisition modality
    • G06T2207/10048Infrared image
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00Indexing scheme for image analysis or image enhancement
    • G06T2207/30Subject of image; Context of image processing
    • G06T2207/30004Biomedical image processing
    • G06T2207/30024Cell structures in vitro; Tissue sections in vitro

Landscapes

  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • General Health & Medical Sciences (AREA)
  • Pathology (AREA)
  • General Physics & Mathematics (AREA)
  • Immunology (AREA)
  • Chemical & Material Sciences (AREA)
  • Biomedical Technology (AREA)
  • Analytical Chemistry (AREA)
  • Molecular Biology (AREA)
  • Biochemistry (AREA)
  • Biophysics (AREA)
  • Surgery (AREA)
  • Veterinary Medicine (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Medical Informatics (AREA)
  • Public Health (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Vascular Medicine (AREA)
  • Theoretical Computer Science (AREA)
  • Hematology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Multimedia (AREA)
  • Endocrinology (AREA)
  • Urology & Nephrology (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
  • Image Processing (AREA)
  • Processing Or Creating Images (AREA)

Abstract

L'invention concerne un procédé d'analyse d'échantillons biologiques par imagerie spectrale afin d'apporter un diagnostic médical, le procédé comprenant l'obtention d'images spectrales et visuelles d'échantillons biologiques et l'enregistrement des images afin de détecter des anomalies cellulaires, des cellules précancéreuses et des cellules cancéreuses. Ce procédé élimine les biais et la non-fiabilité des diagnostics qui sont inhérents dans des procédés histopathologiques de type standard et d'autres procédés spectraux. En outre, l'invention concerne un procédé de correction de contributions spectrales confusionnelles qui sont fréquemment observées dans des spectres infrarouges acquis par microscopie de cellules et de tissus, le procédé comprenant la mise en uvre d'une correction de phase sur les données spectrales. Ce procédé de correction de phase peut être utilisé afin de corriger divers types de spectres d'absorption qui sont contaminés par des composants réfléchissants.
CA2803933A 2010-06-25 2011-06-24 Procede pour l'analyse d'echantillons biologiques par imagerie spectrale Active CA2803933C (fr)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US35860610P 2010-06-25 2010-06-25
US61/358,606 2010-06-25
PCT/US2011/041884 WO2011163624A1 (fr) 2010-06-25 2011-06-24 Procédé pour l'analyse d'échantillons biologiques par imagerie spectrale

Publications (2)

Publication Number Publication Date
CA2803933A1 CA2803933A1 (fr) 2011-12-29
CA2803933C true CA2803933C (fr) 2017-10-03

Family

ID=45371844

Family Applications (1)

Application Number Title Priority Date Filing Date
CA2803933A Active CA2803933C (fr) 2010-06-25 2011-06-24 Procede pour l'analyse d'echantillons biologiques par imagerie spectrale

Country Status (9)

Country Link
EP (1) EP2585811A4 (fr)
JP (2) JP6019017B2 (fr)
KR (1) KR20130056886A (fr)
AU (1) AU2011270731A1 (fr)
BR (1) BR112012033200A2 (fr)
CA (1) CA2803933C (fr)
IL (1) IL223853A (fr)
MX (1) MX337696B (fr)
WO (1) WO2011163624A1 (fr)

Families Citing this family (61)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US9129371B2 (en) 2010-06-25 2015-09-08 Cireca Theranostics, Llc Method for analyzing biological specimens by spectral imaging
US9025850B2 (en) 2010-06-25 2015-05-05 Cireca Theranostics, Llc Method for analyzing biological specimens by spectral imaging
AU2012309158B2 (en) 2011-06-24 2016-06-30 Northeastern University Phase correction to compensate for reflective distortions of optical spectra
EP4321889A3 (fr) 2012-03-19 2024-03-20 Genetic Innovations Inc. Dispositifs, systèmes et procédés de coloration virtuelle
JP5861225B2 (ja) * 2012-06-07 2016-02-16 国立大学法人鳥取大学 被検サンプル組織体中の検体細胞の有無判別方法および装置
JP6006036B2 (ja) * 2012-08-17 2016-10-12 オリンパス株式会社 分光スペクトル解析方法
US9798918B2 (en) 2012-10-05 2017-10-24 Cireca Theranostics, Llc Method and system for analyzing biological specimens by spectral imaging
HK1221051A1 (zh) * 2013-03-19 2017-05-19 Cireca Theranostics, Llc 通过光谱成像来分析生物标本的方法和系统
WO2015040110A1 (fr) * 2013-09-19 2015-03-26 L'oréal Sa Systèmes et procédés destinés à la mesure et à la catégorisation de couleurs et de spectres de surfaces
US9269014B2 (en) 2013-09-24 2016-02-23 Corning Incorporated Hyperspectral detector systems and methods using context-image fusion
CN103489194A (zh) * 2013-09-30 2014-01-01 河海大学 基于安全半监督支持向量机的遥感影像变化检测方法
AU2014331153A1 (en) 2013-10-01 2016-02-25 Ventana Medical Systems, Inc. Line-based image registration and cross-image annotation devices, systems and methods
WO2015128946A1 (fr) 2014-02-25 2015-09-03 オリンパス株式会社 Procédé d'analyse de spectre optique
JP2015178986A (ja) * 2014-03-19 2015-10-08 株式会社島津製作所 赤外顕微鏡
WO2016006113A1 (fr) 2014-07-11 2016-01-14 株式会社ニコン Dispositif d'analyse d'images, système d'imagerie, système d'assistance chirurgicale, procédé d'analyse d'images, et programme d'analyse d'images
CN107003253B (zh) * 2014-07-21 2020-10-16 7386819曼尼托巴有限公司 用于肉类中骨头扫描的方法和装置
JP2016035394A (ja) * 2014-08-01 2016-03-17 パイオニア株式会社 テラヘルツ波撮像装置及びテラヘルツ波撮像方法
WO2016080442A1 (fr) * 2014-11-21 2016-05-26 住友電気工業株式会社 Procédé d'évaluation de qualité et dispositif d'évaluation de qualité
KR101735464B1 (ko) * 2014-12-17 2017-05-15 한밭대학교 산학협력단 유기물의 존재 또는 생물의 생사 측정 장치 및 방법
US10460439B1 (en) 2015-08-12 2019-10-29 Cireca Theranostics, Llc Methods and systems for identifying cellular subtypes in an image of a biological specimen
GB2545877B (en) * 2015-09-10 2021-09-15 Sierra Medical Ltd ATR-FTIR computational analysis of Barrett's esophagus and esophageal cancers
KR101793609B1 (ko) 2015-09-11 2017-11-06 연세대학교 산학협력단 다중 광학 융합영상 기반 실시간으로 뇌종양을 진단하는 방법 및 장치
AU2016347631B2 (en) * 2015-10-28 2019-03-28 F. Hoffmann-La Roche Ag Methods and systems for analyzing tissue quality using mid-infrared spectroscopy
JP6776672B2 (ja) 2016-07-08 2020-10-28 住友電気工業株式会社 品質評価方法及び品質評価装置
WO2018117273A1 (fr) * 2016-12-22 2018-06-28 国立大学法人筑波大学 Procédé de création de données et procédé d'utilisation de données
JP6975418B2 (ja) * 2017-03-24 2021-12-01 株式会社Screenホールディングス 領域判定方法
WO2018213881A1 (fr) 2017-05-22 2018-11-29 La Trobe University Amélioration de contraste d'image pour microscopie optique
US10935773B2 (en) * 2017-08-09 2021-03-02 Allen Institute Systems, devices, and methods for image processing to generate an image having predictive tagging
PT3685144T (pt) * 2017-09-21 2024-12-27 Vital Biosciences Inc Imagiologia de tecidos biológicos e outros alvos
JPWO2019073666A1 (ja) * 2017-10-11 2020-12-03 株式会社ニコン 判定装置、判定方法、および判定プログラム
CN111406274B (zh) * 2017-12-01 2024-04-19 索尼公司 图像着色设备、图像着色方法、图像学习设备、图像学习方法、程序及图像着色系统
EP4285838B1 (fr) 2017-12-05 2025-08-13 Devicor Medical Products, Inc. Dispositif de biopsie avec imagerie appliquée
JP6951753B2 (ja) * 2018-03-27 2021-10-20 エバ・ジャパン 株式会社 情報探索システム及びプログラム
JP6669189B2 (ja) * 2018-04-09 2020-03-18 株式会社島津製作所 赤外顕微鏡
JP7235272B2 (ja) * 2018-05-16 2023-03-08 株式会社アドダイス 画像処理装置及び検査システム
CN109087341B (zh) * 2018-06-07 2022-07-05 华南农业大学 一种近距离高光谱相机与测距传感器的融合方法
GB2577349B (en) 2018-09-18 2023-06-14 Univ Oxford Innovation Ltd Radiomic signature of adipose
GB201817092D0 (en) * 2018-10-19 2018-12-05 Cancer Research Tech Ltd Apparatus and method for wide-field hyperspectral imaging
AU2019389908B2 (en) 2018-11-29 2025-09-11 La Trobe University Method of identifying a structure
CN113454439B (zh) 2018-11-29 2025-03-07 乐卓博大学 鉴定结构的自动化方法
EP3966619A4 (fr) 2018-11-29 2022-12-07 La Trobe University Procédé et système de microscopie
JP7473223B2 (ja) * 2019-07-24 2024-04-23 学校法人 埼玉医科大学 推定器学習装置、推定器学習方法、及び、推定器学習プログラム
KR102091832B1 (ko) * 2019-08-05 2020-03-20 주식회사 에프앤디파트너스 멀티미디어 정보를 이용한 휴대용 체외진단키트 해석장치
JP7644750B2 (ja) * 2019-08-28 2025-03-12 ベンタナ メディカル システムズ, インコーポレイテッド 振動分光法による抗原回収および標的回収進行量の評価
JP7652762B2 (ja) * 2019-08-28 2025-03-27 ベンタナ メディカル システムズ, インコーポレイテッド 振動分光法によるバイオマーカー発現の無標識評価
KR102347442B1 (ko) * 2019-11-08 2022-01-05 한국광기술원 중적외선을 이용한 암종 컬러검출장치 및 방법
KR102723111B1 (ko) * 2019-12-11 2024-10-30 (주)미래컴퍼니 테라헤르츠파를 이용한 검사 시스템
KR102752192B1 (ko) * 2019-12-11 2025-01-10 (주)미래컴퍼니 테라헤르츠파를 이용한 기판 검사 시스템
KR102648092B1 (ko) * 2019-12-16 2024-03-18 (주)미래컴퍼니 테라헤르츠파를 이용한 검사 시스템
KR102697403B1 (ko) * 2019-12-16 2024-08-22 (주)미래컴퍼니 테라헤르츠파를 이용한 검사 시스템
KR102648099B1 (ko) * 2019-12-16 2024-03-18 (주)미래컴퍼니 테라헤르츠파를 이용한 검사 시스템
KR102676218B1 (ko) * 2019-12-16 2024-06-19 (주)미래컴퍼니 테라헤르츠파를 이용한 검사 시스템
KR102648081B1 (ko) * 2019-12-13 2024-03-18 (주)미래컴퍼니 테라헤르츠파를 이용한 검사 시스템
GB202006494D0 (en) * 2020-05-01 2020-06-17 Imperial College Innovations Ltd Processing 1h-nmr spectral data
JP2020204624A (ja) * 2020-09-18 2020-12-24 パイオニア株式会社 テラヘルツ波撮像装置及びテラヘルツ波撮像方法
JP2023547619A (ja) * 2020-10-23 2023-11-13 クララパス, インコーポレイテッド 切断組織切片の予備診断
KR102441907B1 (ko) * 2021-07-08 2022-09-08 가톨릭대학교 산학협력단 암 진단을 위한 이미지 분류 장치 및 이미지 분류 방법
WO2023096971A1 (fr) * 2021-11-24 2023-06-01 Applied Materials, Inc. Détection à résolution hyperspectrale à base d'intelligence artificielle de cellules anormales
KR102735781B1 (ko) * 2022-07-20 2024-11-28 주식회사 사이버네틱스이미징시스템즈 병리학 시료의 스캔 이미징 및 라만 신호 동시 획득 시스템 및 방법
WO2024248436A1 (fr) * 2023-05-26 2024-12-05 주식회사 이모코그 Méthode et appareil de diagnostic d'une maladie à l'aide d'un modèle d'intelligence artificielle
WO2025249837A1 (fr) * 2024-05-27 2025-12-04 주식회사 이모코그 Méthode et appareil de diagnostic de maladies à l'aide d'un modèle d'intelligence artificielle

Family Cites Families (23)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO1993003672A1 (fr) * 1991-08-20 1993-03-04 Redd Douglas C B Analyse optique histochimique, detection in vivo et guidage en temps reel pour l'ablation de tissus alteres au moyen d'un systeme de detection spectroscopique raman
US5713364A (en) * 1995-08-01 1998-02-03 Medispectra, Inc. Spectral volume microprobe analysis of materials
US6826422B1 (en) * 1997-01-13 2004-11-30 Medispectra, Inc. Spectral volume microprobe arrays
US6037772A (en) * 1998-01-06 2000-03-14 Arch Development Corp. Fast spectroscopic imaging system
JPH11283019A (ja) * 1998-03-31 1999-10-15 Fuji Photo Film Co Ltd 画像解析装置
US6002476A (en) * 1998-04-22 1999-12-14 Chemicon Inc. Chemical imaging system
US20030026762A1 (en) * 1999-05-05 2003-02-06 Malmros Mark K. Bio-spectral imaging system and methods for diagnosing cell disease state
US6215554B1 (en) * 1999-08-26 2001-04-10 Yi Zhang Laser diagnostic unit for detecting carcinosis
IL132687A0 (en) * 1999-11-01 2001-03-19 Keren Mechkarim Ichilov Pnimit System and method for evaluating body fluid samples
US7755757B2 (en) * 2007-02-14 2010-07-13 Chemimage Corporation Distinguishing between renal oncocytoma and chromophobe renal cell carcinoma using raman molecular imaging
JP2004053498A (ja) * 2002-07-23 2004-02-19 Matsushita Electric Ind Co Ltd 顕微鏡画像解析装置とその画像解析方法
JP2005058378A (ja) * 2003-08-08 2005-03-10 Olympus Corp 手術用観察システム
US20060281068A1 (en) * 2005-06-09 2006-12-14 Chemimage Corp. Cytological methods for detecting a disease condition such as malignancy by Raman spectroscopic imaging
JP4673000B2 (ja) * 2004-05-21 2011-04-20 株式会社キーエンス 蛍光顕微鏡、蛍光顕微鏡装置を使用した表示方法、蛍光顕微鏡画像表示プログラム及びコンピュータで読み取り可能な記録媒体並びに記憶した機器
JP2006026015A (ja) * 2004-07-14 2006-02-02 Fuji Photo Film Co Ltd 光断層画像取得システム
JP4982385B2 (ja) * 2005-02-01 2012-07-25 アムニス コーポレイション イメージングフローサイトメータを使用した血液及び細胞の分析
JP4669330B2 (ja) * 2005-06-17 2011-04-13 日本放送協会 2次元再生等化器および2次元再生等化方法
US8081304B2 (en) * 2006-07-31 2011-12-20 Visualant, Inc. Method, apparatus, and article to facilitate evaluation of objects using electromagnetic energy
JP5135882B2 (ja) * 2007-05-22 2013-02-06 株式会社豊田中央研究所 物体識別装置及びプログラム
EP2300988B1 (fr) * 2008-05-29 2013-09-04 Northeastern University Procédé de reconstitution de spectres cellulaires utiles pour détecter des désordres cellulaires
JP5146667B2 (ja) * 2008-06-13 2013-02-20 花王株式会社 肌のなめらかさの評価方法
US9117133B2 (en) * 2008-06-18 2015-08-25 Spectral Image, Inc. Systems and methods for hyperspectral imaging
WO2010046968A1 (fr) * 2008-10-21 2010-04-29 西日本高速道路エンジニアリング四国株式会社 Dispositif et procédé de diagnostic destinés à une structure en béton

Also Published As

Publication number Publication date
CA2803933A1 (fr) 2011-12-29
WO2011163624A1 (fr) 2011-12-29
EP2585811A4 (fr) 2017-12-20
BR112012033200A2 (pt) 2016-12-06
MX2012015240A (es) 2013-12-02
JP6019017B2 (ja) 2016-11-02
JP6366556B2 (ja) 2018-08-01
JP2016028250A (ja) 2016-02-25
JP2013535014A (ja) 2013-09-09
IL223853A (en) 2017-12-31
KR20130056886A (ko) 2013-05-30
AU2011270731A8 (en) 2013-03-07
EP2585811A1 (fr) 2013-05-01
MX337696B (es) 2016-03-15
AU2011270731A1 (en) 2013-02-07

Similar Documents

Publication Publication Date Title
CA2803933C (fr) Procede pour l'analyse d'echantillons biologiques par imagerie spectrale
US10067051B2 (en) Method for analyzing biological specimens by spectral imaging
US9495745B2 (en) Method for analyzing biological specimens by spectral imaging
EP2764468A1 (fr) Procédé et système d'analyse de spécimens biologiques par imagerie spectrale
US10043054B2 (en) Methods and systems for classifying biological samples, including optimization of analyses and use of correlation
US9798918B2 (en) Method and system for analyzing biological specimens by spectral imaging
AU2014235921A1 (en) Method and system for analyzing biological specimens by spectral imaging
AU2017204736A1 (en) Method for analyzing biological specimens by spectral imaging

Legal Events

Date Code Title Description
EEER Examination request

Effective date: 20160609