CA2803933C - Procede pour l'analyse d'echantillons biologiques par imagerie spectrale - Google Patents
Procede pour l'analyse d'echantillons biologiques par imagerie spectrale Download PDFInfo
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- 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
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/41—Detecting, measuring or recording for evaluating the immune or lymphatic systems
- A61B5/414—Evaluating particular organs or parts of the immune or lymphatic systems
- A61B5/415—Evaluating particular organs or parts of the immune or lymphatic systems the glands, e.g. tonsils, adenoids or thymus
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0071—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence by measuring fluorescence emission
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/0059—Measuring for diagnostic purposes; Identification of persons using light, e.g. diagnosis by transillumination, diascopy, fluorescence
- A61B5/0075—Measuring 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
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/41—Detecting, measuring or recording for evaluating the immune or lymphatic systems
- A61B5/414—Evaluating particular organs or parts of the immune or lymphatic systems
- A61B5/418—Evaluating particular organs or parts of the immune or lymphatic systems lymph vessels, ducts or nodes
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- 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
- G01N21/55—Specular reflectivity
- G01N21/552—Attenuated total reflection
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- 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
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/64—Fluorescence; Phosphorescence
- G01N21/645—Specially adapted constructive features of fluorimeters
- G01N21/6456—Spatial resolved fluorescence measurements; Imaging
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- 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
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/65—Raman scattering
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N33/00—Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
- G01N33/48—Biological material, e.g. blood, urine; Haemocytometers
- G01N33/483—Physical analysis of biological material
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T7/00—Image analysis
- G06T7/30—Determination of transform parameters for the alignment of images, i.e. image registration
- G06T7/33—Determination of transform parameters for the alignment of images, i.e. image registration using feature-based methods
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- G—PHYSICS
- G06—COMPUTING OR CALCULATING; 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
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- A—HUMAN NECESSITIES
- A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
- A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
- A61B5/00—Measuring for diagnostic purposes; Identification of persons
- A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
- A61B5/7235—Details of waveform analysis
- A61B5/7253—Details of waveform analysis characterised by using transforms
- A61B5/7257—Details of waveform analysis characterised by using transforms using Fourier transforms
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- 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
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N2021/3595—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using FTIR
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- 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
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/64—Fluorescence; Phosphorescence
- G01N2021/6417—Spectrofluorimetric devices
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- 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
- G01N21/62—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light
- G01N21/63—Systems in which the material investigated is excited whereby it emits light or causes a change in wavelength of the incident light optically excited
- G01N21/65—Raman scattering
- G01N2021/653—Coherent methods [CARS]
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- 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
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
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- 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
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/3581—Investigating 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
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/129—Using chemometrical methods
- G01N2201/1293—Using chemometrical methods resolving multicomponent spectra
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/129—Using chemometrical methods
- G01N2201/1296—Using chemometrical methods using neural networks
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- 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
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- 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
- G06T2207/10048—Infrared image
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- 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
- G06T2207/30—Subject of image; Context of image processing
- G06T2207/30004—Biomedical image processing
- G06T2207/30024—Cell 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.
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)
| 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 |
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| 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 |
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| 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 |
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| 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 |
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2011
- 2011-06-24 KR KR1020137002021A patent/KR20130056886A/ko not_active Ceased
- 2011-06-24 WO PCT/US2011/041884 patent/WO2011163624A1/fr not_active Ceased
- 2011-06-24 MX MX2012015240A patent/MX337696B/es active IP Right Grant
- 2011-06-24 AU AU2011270731A patent/AU2011270731A1/en not_active Abandoned
- 2011-06-24 CA CA2803933A patent/CA2803933C/fr active Active
- 2011-06-24 BR BR112012033200A patent/BR112012033200A2/pt not_active Application Discontinuation
- 2011-06-24 EP EP11799012.7A patent/EP2585811A4/fr not_active Withdrawn
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2012
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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 |
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