ATE527619T1 - Klassifizierung der bildeigenschaften - Google Patents

Klassifizierung der bildeigenschaften

Info

Publication number
ATE527619T1
ATE527619T1 AT06719860T AT06719860T ATE527619T1 AT E527619 T1 ATE527619 T1 AT E527619T1 AT 06719860 T AT06719860 T AT 06719860T AT 06719860 T AT06719860 T AT 06719860T AT E527619 T1 ATE527619 T1 AT E527619T1
Authority
AT
Austria
Prior art keywords
classification
image properties
image
images
sample
Prior art date
Application number
AT06719860T
Other languages
English (en)
Inventor
Richard Levenson
Clifford Hoyt
Kirk Gossage
Original Assignee
Cambridge Res & Instrumentation 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 Cambridge Res & Instrumentation Inc filed Critical Cambridge Res & Instrumentation Inc
Application granted granted Critical
Publication of ATE527619T1 publication Critical patent/ATE527619T1/de

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Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/213—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods
    • G06F18/2135—Feature extraction, e.g. by transforming the feature space; Summarisation; Mappings, e.g. subspace methods based on approximation criteria, e.g. principal component analysis
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2431—Multiple classes
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/243—Classification techniques relating to the number of classes
    • G06F18/2433—Single-class perspective, e.g. one-against-all classification; Novelty detection; Outlier detection
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Data Mining & Analysis (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Evolutionary Biology (AREA)
  • Multimedia (AREA)
  • Health & Medical Sciences (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Databases & Information Systems (AREA)
  • Medical Informatics (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Biomedical Technology (AREA)
  • Molecular Biology (AREA)
  • Investigating, Analyzing Materials By Fluorescence Or Luminescence (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Image Analysis (AREA)
AT06719860T 2005-01-27 2006-01-27 Klassifizierung der bildeigenschaften ATE527619T1 (de)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
US64772905P 2005-01-27 2005-01-27
PCT/US2006/003197 WO2006081547A1 (en) 2005-01-27 2006-01-27 Classifying image features

Publications (1)

Publication Number Publication Date
ATE527619T1 true ATE527619T1 (de) 2011-10-15

Family

ID=36274076

Family Applications (1)

Application Number Title Priority Date Filing Date
AT06719860T ATE527619T1 (de) 2005-01-27 2006-01-27 Klassifizierung der bildeigenschaften

Country Status (5)

Country Link
US (5) US7555155B2 (de)
EP (3) EP1846869B1 (de)
CN (2) CN101151623B (de)
AT (1) ATE527619T1 (de)
WO (1) WO2006081547A1 (de)

Families Citing this family (193)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2002093143A2 (en) * 2001-05-17 2002-11-21 Xenogen Corporation Method and apparatus for determining target depth, brightness and size within a body region
US7088872B1 (en) 2002-02-14 2006-08-08 Cogent Systems, Inc. Method and apparatus for two dimensional image processing
EP1376484A1 (de) * 2002-06-25 2004-01-02 Mars Incorporated Verfahren und Vorrichtung zur Signalverarbeitung in der Geldprüfung
US7599731B2 (en) 2002-07-16 2009-10-06 Xenogen Corporation Fluorescent light tomography
US7616985B2 (en) * 2002-07-16 2009-11-10 Xenogen Corporation Method and apparatus for 3-D imaging of internal light sources
WO2006081547A1 (en) * 2005-01-27 2006-08-03 Cambridge Research And Instrumentation, Inc. Classifying image features
US8219940B2 (en) * 2005-07-06 2012-07-10 Semiconductor Insights Inc. Method and apparatus for removing dummy features from a data structure
US8131477B2 (en) * 2005-11-16 2012-03-06 3M Cogent, Inc. Method and device for image-based biological data quantification
US20070135999A1 (en) * 2005-12-13 2007-06-14 Applied Spectral Imaging Ltd. Method, apparatus and system for characterizing pathological specimen
US8055035B2 (en) * 2006-02-23 2011-11-08 Nikon Corporation Spectral image processing method, computer-executable spectral image processing program, and spectral imaging system
US8045153B2 (en) * 2006-02-23 2011-10-25 Nikon Corporation Spectral image processing method, spectral image processing program, and spectral imaging system
US10335038B2 (en) * 2006-08-24 2019-07-02 Xenogen Corporation Spectral unmixing for in-vivo imaging
US10775308B2 (en) 2006-08-24 2020-09-15 Xenogen Corporation Apparatus and methods for determining optical tissue properties
US9262697B2 (en) * 2006-09-25 2016-02-16 Cambridge Research & Instrumentation, Inc. Sample imaging and classification
US8244021B2 (en) * 2006-12-20 2012-08-14 Ventana Medical Systems, Inc. Quantitative, multispectral image analysis of tissue specimens stained with quantum dots
US8131035B2 (en) * 2007-02-05 2012-03-06 Siemens Healthcare Diagnostics Inc. Cell analysis using isoperimetric graph partitioning
EP2143036A4 (de) * 2007-04-02 2012-01-18 Univ Pennsylvania Gegenseitige informationsbildregistration eines merkmalkombinierten ensembles
US8275179B2 (en) 2007-05-01 2012-09-25 3M Cogent, Inc. Apparatus for capturing a high quality image of a moist finger
US8411916B2 (en) * 2007-06-11 2013-04-02 3M Cogent, Inc. Bio-reader device with ticket identification
EP3214478B1 (de) * 2007-09-21 2018-12-26 Leica Biosystems Imaging Inc. Verbesserte bildqualität für digitale dia-bilder bei diagnoseauflösung
EP2051051B1 (de) 2007-10-16 2020-06-03 Cambridge Research & Instrumentation, Inc. Spektralbildgebungssystem mit dynamischer optischer Korrektur
US8036764B2 (en) * 2007-11-02 2011-10-11 Caterpillar Inc. Virtual sensor network (VSN) system and method
US8224468B2 (en) * 2007-11-02 2012-07-17 Caterpillar Inc. Calibration certificate for virtual sensor network (VSN)
US20090226059A1 (en) * 2008-02-12 2009-09-10 Richard Levenson Tissue Processing And Assessment
US8103081B2 (en) * 2008-03-10 2012-01-24 Cambridge Research & Instrumentation, Inc. Classification of samples
US8238639B2 (en) * 2008-04-09 2012-08-07 Cognex Corporation Method and system for dynamic feature detection
US8379944B2 (en) * 2008-04-29 2013-02-19 Siemens Healthcare Diagnostics Inc. Identification, classification and counting of targets of interest in multispectral image data
WO2009140757A1 (en) 2008-05-20 2009-11-26 University Health Network Device and method for fluorescence-based imaging and monitoring
US8706188B2 (en) * 2008-06-04 2014-04-22 The Board Of Trustees Of The Leland Stanford Junior University Automatic segmentation of articular cartilage from MRI
US8199999B2 (en) 2008-06-17 2012-06-12 Cambridge Research & Instrumentation, Inc. Image classifier training
US20100014755A1 (en) * 2008-07-21 2010-01-21 Charles Lee Wilson System and method for grid-based image segmentation and matching
US8644580B2 (en) 2008-08-07 2014-02-04 Cambridge Research & Instrumentation, Inc. Detection of RNA in tissue samples
US7917333B2 (en) 2008-08-20 2011-03-29 Caterpillar Inc. Virtual sensor network (VSN) based control system and method
US8280134B2 (en) * 2008-09-22 2012-10-02 Cambridge Research & Instrumentation, Inc. Multi-spectral imaging including at least one common stain
US20100329535A1 (en) * 2009-06-26 2010-12-30 Marc Macenko Methods, Systems and Computer Program Products for Analyzing Histology Slide Images
JP5220705B2 (ja) * 2009-07-23 2013-06-26 オリンパス株式会社 画像処理装置、画像処理プログラムおよび画像処理方法
US8457414B2 (en) * 2009-08-03 2013-06-04 National Instruments Corporation Detection of textural defects using a one class support vector machine
US9002077B2 (en) 2009-08-10 2015-04-07 Cambridge Research & Instrumentation, Inc. Visualization of stained samples
FR2952216B1 (fr) * 2009-10-29 2011-12-30 Galderma Res & Dev Procede et dispositif d'analyse d'images hyper-spectrales
FR2952217B1 (fr) * 2009-10-29 2011-12-30 Galderma Res & Dev Dispositif et procede de compensation de relief d'images hyper-spectrales.
US10787701B2 (en) 2010-04-05 2020-09-29 Prognosys Biosciences, Inc. Spatially encoded biological assays
US20190300945A1 (en) 2010-04-05 2019-10-03 Prognosys Biosciences, Inc. Spatially Encoded Biological Assays
US8462981B2 (en) 2010-04-07 2013-06-11 Cambridge Research & Instrumentation, Inc. Spectral unmixing for visualization of samples
WO2012019133A1 (en) 2010-08-05 2012-02-09 Cambridge Research & Instrumentation, Inc. Enhancing visual assessment of samples
AU2012208912B2 (en) 2011-01-18 2016-03-03 Holland Bloorview Kids Rehabilitation Hospital Method and device for swallowing impairment detection
JP5997185B2 (ja) * 2011-03-04 2016-09-28 エルビーティー イノベーションズ リミテッド 明細書微生物増殖を分析する方法およびソフトウェア
US9122904B2 (en) 2011-04-12 2015-09-01 Tripath Imaging, Inc. Method for optimization of quantitative video-microscopy and associated system
GB201106254D0 (en) 2011-04-13 2011-05-25 Frisen Jonas Method and product
CN102293199A (zh) * 2011-04-27 2011-12-28 上海制皂(集团)如皋有限公司 一种消毒液及其制备方法
US8793004B2 (en) 2011-06-15 2014-07-29 Caterpillar Inc. Virtual sensor system and method for generating output parameters
EP3604555B1 (de) 2011-10-14 2024-12-25 President and Fellows of Harvard College Sequenzierung durch strukturanordnung
JP6053272B2 (ja) * 2011-10-19 2016-12-27 オリンパス株式会社 顕微鏡装置
US9477664B2 (en) * 2011-10-31 2016-10-25 Nokia Technologies Oy Method and apparatus for querying media based on media characteristics
ES2991004T3 (es) 2011-12-22 2024-12-02 Harvard College Métodos para la detección de analitos
WO2014163886A1 (en) 2013-03-12 2014-10-09 President And Fellows Of Harvard College Method of generating a three-dimensional nucleic acid containing matrix
US9060685B2 (en) * 2012-03-26 2015-06-23 Nec Laboratories America, Inc. Whole tissue classifier for histology biopsy slides
US9593982B2 (en) 2012-05-21 2017-03-14 Digimarc Corporation Sensor-synchronized spectrally-structured-light imaging
CN102722718B (zh) * 2012-05-22 2014-04-02 天津大学 一种细胞分类方法
US8908919B2 (en) 2012-05-29 2014-12-09 The Johns Hopkins University Tactical object finder
DE102012218382B4 (de) 2012-10-09 2015-04-23 Leica Microsystems Cms Gmbh Verfahren zum Festlegen eines Lasermikrodissektionsbereichs und zugehöriges Lasermikrodissektionssystem
US9593365B2 (en) 2012-10-17 2017-03-14 Spatial Transcriptions Ab Methods and product for optimising localised or spatial detection of gene expression in a tissue sample
US9322777B2 (en) * 2012-10-29 2016-04-26 Tokitae Llc Systems, devices, and methods employing angular-resolved scattering and spectrally resolved measurements for classification of objects
JP6235886B2 (ja) * 2013-01-08 2017-11-22 キヤノン株式会社 生体組織画像の再構成方法及び装置並びに該生体組織画像を用いた画像表示装置
EP2943761B1 (de) 2013-01-10 2023-11-29 Akoya Biosciences, Inc. Multispektrales bildgebungssystem und verfahren
WO2014110025A1 (en) 2013-01-10 2014-07-17 Caliper Life Sciences, Inc. Whole slide multispectral imaging systems and methods
ES2804300T3 (es) * 2013-03-12 2021-02-05 Ventana Med Syst Inc Microscopía mejorada digitalmente para histología multiplexada
US9621760B2 (en) 2013-06-07 2017-04-11 Digimarc Corporation Information coding and decoding in spectral differences
DK3013983T3 (da) 2013-06-25 2023-03-06 Prognosys Biosciences Inc Spatialt kodede biologiske assays ved brug af en mikrofluidisk anordning
US9147132B2 (en) * 2013-09-11 2015-09-29 Digitalglobe, Inc. Classification of land based on analysis of remotely-sensed earth images
US9412005B2 (en) 2013-10-25 2016-08-09 Gooch & Housego Plc Use of error image for unmixing artifact removal in linear spectral unmixing
CN106462549B (zh) * 2014-04-09 2020-02-21 尹度普有限公司 使用从显微变化中进行的机器学习来鉴定实体对象
US20170052106A1 (en) * 2014-04-28 2017-02-23 The Broad Institute, Inc. Method for label-free image cytometry
US20150331930A1 (en) * 2014-05-16 2015-11-19 Here Global B.V. Method and apparatus for classification of media based on metadata
WO2015181371A1 (en) * 2014-05-30 2015-12-03 Ventana Medical Systems, Inc. An image processing method and system for analyzing a multi-channel image obtained from a biological tissue sample being stained by multiple stains
US10126242B2 (en) 2014-07-09 2018-11-13 Caliper Life Sciences, Inc. Pure spectrum extraction from biological samples in fluorescence multispectral imaging
US10179932B2 (en) 2014-07-11 2019-01-15 President And Fellows Of Harvard College Methods for high-throughput labelling and detection of biological features in situ using microscopy
EP3171765B1 (de) 2014-07-24 2021-09-01 University Health Network Sammlung und analyse von daten für diagnostische zwecke
WO2016015752A1 (en) * 2014-07-29 2016-02-04 Hewlett-Packard Development Company, L.P. Method and apparatus for validity determination of a data dividing operation
US10113910B2 (en) * 2014-08-26 2018-10-30 Digimarc Corporation Sensor-synchronized spectrally-structured-light imaging
US10719727B2 (en) * 2014-10-01 2020-07-21 Apple Inc. Method and system for determining at least one property related to at least part of a real environment
AU2015331579A1 (en) * 2014-10-17 2017-05-25 Cireca Theranostics, Llc Methods and systems for classifying biological samples, including optimization of analyses and use of correlation
WO2016087589A1 (en) * 2014-12-03 2016-06-09 Ventana Medical Systems, Inc. Methods, systems, and apparatuses for quantitative analysis of heterogeneous biomarker distribution
US9779330B2 (en) * 2014-12-26 2017-10-03 Deere & Company Grain quality monitoring
CN104613944B (zh) * 2015-01-27 2017-01-18 电子科技大学 一种基于gwr和bp神经网络的分布式水深预测方法
US9916772B1 (en) * 2015-01-29 2018-03-13 Schell Games Llc Atomic and molecular modeling system
US10458990B1 (en) 2015-03-06 2019-10-29 Scanit Technologies, Inc. Spore state discrimination
US10684209B1 (en) 2015-03-06 2020-06-16 Scanit Technologies, Inc. Particle collection media cartridge with tensioning mechanism
CN105938558B (zh) * 2015-03-06 2021-02-09 松下知识产权经营株式会社 学习方法
US9933351B2 (en) 2015-03-06 2018-04-03 Scanit Technologies, Inc. Personal airborne particle monitor with quantum dots
CN120425026A (zh) 2015-04-10 2025-08-05 十程基因技术瑞典公司 生物样本的空间区别、多重核酸分析
US10074041B2 (en) * 2015-04-17 2018-09-11 Nec Corporation Fine-grained image classification by exploring bipartite-graph labels
WO2016201113A1 (en) * 2015-06-09 2016-12-15 Scanit Technologies, Inc. Personal airborne particle monitor with quantum dots
WO2017132166A1 (en) * 2016-01-28 2017-08-03 Siemens Healthcare Diagnostics Inc. Methods and apparatus adapted to quantify a specimen from multiple lateral views
CN105651679A (zh) * 2016-02-04 2016-06-08 华中农业大学 一种基于高光谱成像技术对培养基上的细菌菌落进行快速分类的方法
AU2017257624B2 (en) 2016-04-25 2023-05-25 President And Fellows Of Harvard College Hybridization chain reaction methods for in situ molecular detection
WO2017222453A1 (en) 2016-06-21 2017-12-28 Hauling Thomas Nucleic acid sequencing
EP3488249B1 (de) * 2016-07-25 2024-08-28 Siemens Healthcare Diagnostics Inc. Systeme, verfahren und vorrichtungen zur identifizierung einer probenbehälterkappe
US10929461B2 (en) * 2016-07-25 2021-02-23 Evernote Corporation Automatic detection and transfer of relevant image data to content collections
US9965863B2 (en) * 2016-08-26 2018-05-08 Elekta, Inc. System and methods for image segmentation using convolutional neural network
GB2569252A (en) 2016-08-31 2019-06-12 Harvard College Methods of combining the detection of biomolecules into a single assay using fluorescent in situ sequencing
WO2018073784A1 (en) 2016-10-20 2018-04-26 Optina Diagnostics, Inc. Method and system for detecting an anomaly within a biological tissue
US10806334B2 (en) 2017-02-28 2020-10-20 Verily Life Sciences Llc System and method for multiclass classification of images using a programmable light source
US9738937B1 (en) 2017-03-31 2017-08-22 Cellmax, Ltd. Identifying candidate cells using image analysis
EP3639237B1 (de) * 2017-06-13 2024-02-21 X-Rite, Incorporated Hyperspektrales bildgebungsspektrofotometer und -system
US10936921B2 (en) * 2017-06-15 2021-03-02 Spynsite Llc Machine learning and/or image processing for spectral object classification
CN107389638A (zh) * 2017-07-25 2017-11-24 潍坊学院 一种显微荧光光谱成像海洋浮游植物原位分类识别方法及装置
US11379709B2 (en) 2017-07-31 2022-07-05 Smiths Detection Inc. System for determining the presence of a substance of interest in a sample
CN107590472B (zh) * 2017-09-19 2024-04-05 中国科学院西安光学精密机械研究所 基于推扫式光谱成像仪的光谱分类器及分类方法
EP3687416A1 (de) 2017-09-29 2020-08-05 Nanovare SAS Vorrichtungen und verfahren zur analyse männlicher unfruchtbarkeit
US10803984B2 (en) 2017-10-06 2020-10-13 Canon Medical Systems Corporation Medical image processing apparatus and medical image processing system
CA3078158A1 (en) 2017-10-06 2019-04-11 Cartana Ab Rna templated ligation
US11517197B2 (en) 2017-10-06 2022-12-06 Canon Medical Systems Corporation Apparatus and method for medical image reconstruction using deep learning for computed tomography (CT) image noise and artifacts reduction
WO2019138028A1 (en) * 2018-01-11 2019-07-18 Universiteit Hasselt Analysis of data obtained by fluorescence fluctuation microscopy from a plurality of dyes
WO2019143316A1 (en) * 2018-01-16 2019-07-25 Hewlett-Packard Development Company, L.P. Fluid classification
CN108268667A (zh) * 2018-02-26 2018-07-10 北京小米移动软件有限公司 音频文件聚类方法及装置
CN120014640A (zh) 2018-03-30 2025-05-16 加利福尼亚大学董事会 生成数字染色显微图像的方法
JP7387720B2 (ja) 2018-05-03 2023-11-28 アコヤ・バイオサイエンシズ・インコーポレイテッド マルチスペクトルサンプル画像化
US10957523B2 (en) * 2018-06-08 2021-03-23 Thermo Finnigan Llc 3D mass spectrometry predictive classification
US12106552B2 (en) 2018-07-19 2024-10-01 The Regents Of The University Of California Method and system for digital staining of label-free phase images using deep learning
WO2020019134A1 (zh) * 2018-07-23 2020-01-30 太平洋未来科技（深圳）有限公司 光照信息的优化方法、装置及电子设备
EP3608701A1 (de) * 2018-08-09 2020-02-12 Olympus Soft Imaging Solutions GmbH Verfahren zur bereitstellung wenigstens einer auswertemethode für proben
CN109034274B (zh) * 2018-08-30 2021-01-22 深圳大学 提升高光谱图像分类精度的方法、装置、设备及存储介质
US11818982B2 (en) 2018-09-18 2023-11-21 Deere & Company Grain quality control system and method
US11197417B2 (en) * 2018-09-18 2021-12-14 Deere & Company Grain quality control system and method
US20210341504A1 (en) * 2018-09-20 2021-11-04 Siemens Healthcare Diagnostics Inc. Visualization analysis apparatus and visual learning methods
JP7409695B2 (ja) * 2018-09-20 2024-01-09 ザ、トラスティーズ オブ プリンストン ユニバーシティ 細胞内相図をマッピングするためのハイスループット法およびシステム
WO2020076976A1 (en) 2018-10-10 2020-04-16 Readcoor, Inc. Three-dimensional spatial molecular indexing
EP3640837A1 (de) * 2018-10-15 2020-04-22 Koninklijke Philips N.V. System zur co-registrierung von medizinischen bildern mithilfe eines klassifikators
US10963757B2 (en) * 2018-12-14 2021-03-30 Industrial Technology Research Institute Neural network model fusion method and electronic device using the same
WO2020146741A1 (en) 2019-01-10 2020-07-16 Selim Olcum Calibration of a functional biomarker instrument
WO2020146735A1 (en) 2019-01-10 2020-07-16 Selim Olcum Machine learning in functional cancer assays
CA3126146A1 (en) 2019-01-10 2020-07-16 Travera LLC Identifying cancer therapies
CN109871871B (zh) * 2019-01-16 2021-08-27 南方科技大学 基于光学神经网络结构的图像识别方法、装置及电子设备
CN110232166B (zh) * 2019-01-18 2023-01-31 华东理工大学 一种基于特征选择的皮带秤误差源分析方法
CN109740018B (zh) * 2019-01-29 2021-03-02 北京字节跳动网络技术有限公司 用于生成视频标签模型的方法和装置
US10345237B1 (en) 2019-01-31 2019-07-09 Rarecyte, Inc. Spectral edge detection
US10753875B1 (en) 2019-01-31 2020-08-25 Rarecyte, Inc. Spectral unmixing of spectroscopic emission images
EP3921438A2 (de) 2019-02-04 2021-12-15 Akoya Biosciences, Inc. Nachweis von analyten durch selektive markierung biologischer proben
CN109903280B (zh) * 2019-02-27 2020-09-29 上海联影智能医疗科技有限公司 肿瘤确定系统、方法及存储介质
CN113785187B (zh) * 2019-03-22 2025-01-28 贝克顿·迪金森公司 使用射频多路复用激发数据对荧光成像进行光谱解混
US20200349468A1 (en) * 2019-05-03 2020-11-05 Apple Inc. Data management platform for machine learning models
SG11202111878RA (en) 2019-05-31 2021-11-29 10X Genomics Inc Method of detecting target nucleic acid molecules
CN112437949B (zh) 2019-07-17 2021-07-27 上海联影医疗科技股份有限公司 一种用于合成投影图像的方法和系统
CN110476826B (zh) * 2019-09-20 2021-08-27 成都泰盟软件有限公司 一种跟踪动物自转圈的方法
WO2021067475A1 (en) 2019-09-30 2021-04-08 Akoya Biosciences, Inc. Multiplexed imaging with enzyme mediated amplification
CN114930407A (zh) * 2019-11-08 2022-08-19 徕卡仪器（新加坡）有限公司 用于训练或使用机器学习模型的系统、显微镜系统、方法和计算机程序
GB201919032D0 (en) 2019-12-20 2020-02-05 Cartana Ab Method of detecting an analyte
US11887298B2 (en) 2020-01-07 2024-01-30 Rensselaer Polytechnic Institute Fluorescence lifetime imaging using deep learning
US11481584B2 (en) * 2020-01-15 2022-10-25 Vmware, Inc. Efficient machine learning (ML) model for classification
CN115362264A (zh) 2020-01-29 2022-11-18 10X基因组学有限公司 用于分析物检测的组合物和方法
US12110548B2 (en) 2020-02-03 2024-10-08 10X Genomics, Inc. Bi-directional in situ analysis
CN115485391A (zh) 2020-02-17 2022-12-16 10X基因组学有限公司 染色质相互作用的原位分析
EP4484571A3 (de) 2020-02-21 2025-03-19 10X Genomics, Inc. Verfahren und zusammensetzungen für integrierten räumlichen in-situ-assay
US12188085B2 (en) 2020-03-05 2025-01-07 10X Genomics, Inc. Three-dimensional spatial transcriptomics with sequencing readout
IL295881B2 (en) * 2020-03-06 2026-05-01 Bostongene Corp Determining tissue characteristics using multiplex immunofluorescence imaging
US11393182B2 (en) * 2020-05-29 2022-07-19 X Development Llc Data band selection using machine learning
US12209273B2 (en) 2020-06-12 2025-01-28 10X Genomics, Inc. Nucleic acid assays using click chemistry bioconjugation
US11526785B2 (en) 2020-06-22 2022-12-13 Vmware, Inc. Predictability-driven compression of training data sets
EP4182676A1 (de) 2020-07-20 2023-05-24 Akoya Biosciences, Inc. Verarbeitung und abbildung von gewebeproben
US20220049303A1 (en) 2020-08-17 2022-02-17 Readcoor, Llc Methods and systems for spatial mapping of genetic variants
US12297499B2 (en) 2020-08-17 2025-05-13 10X Genomics, Inc. Multicomponent nucleic acid probes for sample analysis
JP7543824B2 (ja) * 2020-10-09 2024-09-03 セイコーエプソン株式会社 画像解析装置、画像解析方法、及び画像解析プログラム
US12071667B2 (en) 2020-11-04 2024-08-27 10X Genomics, Inc. Sequence analysis using meta-stable nucleic acid molecules
US12625140B2 (en) 2020-11-18 2026-05-12 Akoya Biosciences, Inc. Multiplexed imaging with nanobody probes
EP4006142A1 (de) 2020-11-25 2022-06-01 Pera Labs Medikal Arastirma ve Gelistirme Limited Sirketi Analyse von samenproben, verfahren und system
EP4005672A1 (de) 2020-11-25 2022-06-01 Pera Labs Medikal Arastirma ve Gelistirme Limited Sirketi Vorrichtung zur trennung und analyse von samenproben, system und verfahren
CN112488939B (zh) * 2020-11-27 2024-06-14 深圳市中博科创信息技术有限公司 图像处理方法、终端设备及存储介质
US12509717B2 (en) 2020-12-11 2025-12-30 10X Genomics, Inc. Methods and compositions for multimodal in situ analysis
US12060603B2 (en) 2021-01-19 2024-08-13 10X Genomics, Inc. Methods for internally controlled in situ assays using padlock probes
US12275984B2 (en) 2021-03-02 2025-04-15 10X Genomics, Inc. Sequential hybridization and quenching
US12139751B2 (en) 2021-07-30 2024-11-12 10X Genomics, Inc. Circularizable probes for in situ analysis
CA3224093A1 (en) 2021-07-30 2023-02-02 Jorge Ivan Hernandez Neuta Methods and compositions for synchronizing reactions in situ
US12391984B2 (en) 2021-08-03 2025-08-19 10X Genomics, Inc. Compositions and methods for rolling circle amplification
US12529096B2 (en) 2021-08-03 2026-01-20 10X Genomics, Inc. Stabilization and/or compaction of nucleic acid structures
US12460251B2 (en) 2021-08-03 2025-11-04 10X Genomics, Inc. Stabilization and/or compaction of nucleic acid molecules
WO2023015192A1 (en) 2021-08-03 2023-02-09 10X Genomics, Inc. Nucleic acid concatemers and methods for stabilizing and/or compacting the same
US20230130371A1 (en) 2021-08-03 2023-04-27 Akoya Biosciences, Inc. RNA Detection by Selective Labeling and Amplification
WO2023023484A1 (en) 2021-08-16 2023-02-23 10X Genomics, Inc. Probes comprising a split barcode region and methods of use
CA3230935A1 (en) * 2021-09-03 2023-03-09 Travera, Inc. Cellular measurement calibration and classification
US11530974B1 (en) 2021-11-01 2022-12-20 Travera, Inc. Cellular measurement, calibration, and classification
US20250014218A1 (en) * 2021-11-10 2025-01-09 University Of Washington Camera Probe Navigation within Cavity
EP4453908A1 (de) * 2021-12-23 2024-10-30 Radiometer Medical ApS Biologischer flüssigkeitsanalysator mit lichteinstellungsbasierter zellklassifizierung
WO2023141588A1 (en) 2022-01-21 2023-07-27 10X Genomics, Inc. Multiple readout signals for analyzing a sample
WO2023172915A1 (en) 2022-03-08 2023-09-14 10X Genomics, Inc. In situ code design methods for minimizing optical crowding
AU2023243205A1 (en) 2022-04-01 2024-09-19 10X Genomics, Inc. Compositions and methods for targeted masking of autofluorescence
CN114970681B (zh) * 2022-04-29 2024-08-20 华中科技大学 一种感应电机故障诊断方法及系统
US12559791B2 (en) 2022-05-06 2026-02-24 10X Genomics, Inc. Methods and compositions for in situ analysis of V(D)J sequences
WO2023220300A1 (en) 2022-05-11 2023-11-16 10X Genomics, Inc. Compositions and methods for in situ sequencing
EP4540607A1 (de) 2022-06-17 2025-04-23 10X Genomics, Inc. Katalytische entvernetzung von proben zur in-situ-analyse
US12116626B2 (en) 2022-08-16 2024-10-15 10X Genomics, Inc. AP50 polymerases and uses thereof
WO2025029831A1 (en) 2023-07-31 2025-02-06 10X Genomics, Inc. Methods and systems for targeted rna cleavage and target rna-primed rolling circle amplification
EP4560319A1 (de) 2023-11-24 2025-05-28 Pierre Fabre Medicament Expression von immun- und tumorzellen von vista in einer reihe von krebsindikationen
CN118794898B (zh) * 2024-09-11 2024-11-15 大连胜光科技发展有限公司 带钢表面清洁度检测方法、检测装置及系统

Family Cites Families (95)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4379233A (en) 1981-05-27 1983-04-05 Trebor Industries, Inc. Optical arrangement for quantitative analysis instrument utilizing pulsed radiation emitting diodes
US4519707A (en) 1983-01-31 1985-05-28 General Dynamics, Pomona Division Multi-spectral target detection system with common collecting means
US4669878A (en) 1984-06-29 1987-06-02 American Monitor Corporation Automatic monochromator-testing system
US4800279A (en) 1985-09-13 1989-01-24 Indiana University Foundation Methods and devices for near-infrared evaluation of physical properties of samples
FI77736C (fi) 1987-06-25 1989-04-10 Valtion Teknillinen Foerfarande foer reglering av straolkaella och reglerbar straolkaella.
SE8900612D0 (sv) 1989-02-22 1989-02-22 Jonas Johansson Vaevnadskarakterisering utnyttjande ett blodfritt fluorescenskriterium
DE3924060A1 (de) 1989-07-21 1991-01-24 Bodenseewerk Perkin Elmer Co Atomabsorptions-spektralphotometer fuer die multielementanalyse
US5042893A (en) 1990-11-09 1991-08-27 Hewlett-Packard Company Direct mount coupling to a spectrophotometer
US5137364A (en) 1991-01-31 1992-08-11 Mccarthy Cornelius J Optical spectral analysis apparatus
US5719024A (en) 1993-08-18 1998-02-17 Applied Spectral Imaging Ltd. Method for chromosome classification by decorrelation statistical analysis and hardware therefore
US5784162A (en) 1993-08-18 1998-07-21 Applied Spectral Imaging Ltd. Spectral bio-imaging methods for biological research, medical diagnostics and therapy
US5991028A (en) * 1991-02-22 1999-11-23 Applied Spectral Imaging Ltd. Spectral bio-imaging methods for cell classification
US6198532B1 (en) 1991-02-22 2001-03-06 Applied Spectral Imaging Ltd. Spectral bio-imaging of the eye
CA2042075C (en) 1991-05-08 2001-01-23 Branko Palcic Endoscopic imaging system
US5424545A (en) 1992-07-15 1995-06-13 Myron J. Block Non-invasive non-spectrophotometric infrared measurement of blood analyte concentrations
US5433197A (en) 1992-09-04 1995-07-18 Stark; Edward W. Non-invasive glucose measurement method and apparatus
EP0767361B1 (de) 1993-07-22 2000-02-23 Applied Spectral Imaging Ltd. Verfahren und Vorrichtung zur Spektralen Bilderfassung
US5912165A (en) * 1993-08-18 1999-06-15 Applied Spectral Imaging Ltd Method for chromosome classification by decorrelaiton statistical analysis and hardware therefore
US5995645A (en) 1993-08-18 1999-11-30 Applied Spectral Imaging Ltd. Method of cancer cell detection
US6690817B1 (en) 1993-08-18 2004-02-10 Applied Spectral Imaging Ltd. Spectral bio-imaging data for cell classification using internal reference
US5590660A (en) 1994-03-28 1997-01-07 Xillix Technologies Corp. Apparatus and method for imaging diseased tissue using integrated autofluorescence
US5567937A (en) 1995-07-10 1996-10-22 The United States Of America As Represented By The Secretary Of The Air Force Night vision device wavelength test pattern
US5608213A (en) 1995-11-03 1997-03-04 The United States Of America As Represented By The Secretary Of The Air Force Spectral distribution emulation
US5859700A (en) 1995-11-22 1999-01-12 Kairos Scientific, Inc. High resolution imaging microscope (HIRIM) and uses thereof
DE69627183T2 (de) * 1995-11-30 2004-01-29 Chromavision Med Sys Inc Verfahren zur automatischen bildanalyse biologischer proben
ZA967500B (en) 1995-12-21 1998-03-05 Unilever Plc Device for the identification of acne, microcomedones, and bacteria on human skin.
US5838451A (en) 1995-12-22 1998-11-17 Accuracy Microsensors, Inc. Optoelectronic spectral analysis system
US5647368A (en) 1996-02-28 1997-07-15 Xillix Technologies Corp. Imaging system for detecting diseased tissue using native fluorsecence in the gastrointestinal and respiratory tract
FI103074B (fi) * 1996-07-17 1999-04-15 Valtion Teknillinen Spektrometri
US6466687B1 (en) * 1997-02-12 2002-10-15 The University Of Iowa Research Foundation Method and apparatus for analyzing CT images to determine the presence of pulmonary tissue pathology
JP3771344B2 (ja) 1997-02-13 2006-04-26 富士写真フイルム株式会社 蛍光電子内視鏡
US6008889A (en) 1997-04-16 1999-12-28 Zeng; Haishan Spectrometer system for diagnosis of skin disease
US6081740A (en) 1997-04-23 2000-06-27 Accumed International, Inc. Method and apparatus for imaging and sampling diseased tissue
US5999844A (en) 1997-04-23 1999-12-07 Accumed International, Inc. Method and apparatus for imaging and sampling diseased tissue using autofluorescence
JP2001517090A (ja) 1997-04-28 2001-10-02 アンチキャンサー インコーポレーテッド マーカーとして緑色蛍光タンパク質（ｇｆｐ）を利用するがん転移モデル
US6232523B1 (en) 1997-04-28 2001-05-15 Anticancer, Inc. Metastasis models using green fluorescent protein (GFP) as a marker
US6251384B1 (en) 1997-04-28 2001-06-26 Anticancer, Inc. Metastasis models using green fluorescent protein (GFP) as a marker
US5834203A (en) 1997-08-25 1998-11-10 Applied Spectral Imaging Method for classification of pixels into groups according to their spectra using a plurality of wide band filters and hardwire therefore
WO1999013764A1 (fr) 1997-09-12 1999-03-25 Communaute Europeenne Detection et cartographie de zones enflammees de tissus vivants
US6051835A (en) 1998-01-07 2000-04-18 Bio-Rad Laboratories, Inc. Spectral imaging apparatus and methodology
US6289229B1 (en) 1998-01-20 2001-09-11 Scimed Life Systems, Inc. Readable probe array for in vivo use
US6364829B1 (en) 1999-01-26 2002-04-02 Newton Laboratories, Inc. Autofluorescence imaging system for endoscopy
US6160618A (en) 1998-06-19 2000-12-12 Board Of Regents, The University Of Texas System Hyperspectral slide reader
US6142629A (en) 1998-08-30 2000-11-07 Applied Spectral Imaging Ltd. Spectral imaging using illumination of preselected spectral content
US6952499B1 (en) 1998-10-19 2005-10-04 The United States Of America As Represented By The Secretary Of The Air Force Aspire (autonomous spatial pattern identification and recognition algorithm)
US6272376B1 (en) 1999-01-22 2001-08-07 Cedars-Sinai Medical Center Time-resolved, laser-induced fluorescence for the characterization of organic material
US6236881B1 (en) 1999-04-26 2001-05-22 Contec Medical Ltd. Method and apparatus for differentiating and processing images of normal benign and pre-cancerous and cancerous lesioned tissues using mixed reflected and autofluoresced light
US6665438B1 (en) 1999-05-05 2003-12-16 American Gnc Corporation Method for hyperspectral imagery exploitation and pixel spectral unmixing
US6421131B1 (en) * 1999-07-02 2002-07-16 Cambridge Research & Instrumentation Inc. Birefringent interferometer
USRE41333E1 (en) 1999-07-22 2010-05-11 Sensys Medical, Inc. Multi-tier method of developing localized calibration models for non-invasive blood analyte prediction
US6373568B1 (en) * 1999-08-06 2002-04-16 Cambridge Research & Instrumentation, Inc. Spectral imaging system
ATE421589T1 (de) 2000-03-17 2009-02-15 Anticancer Inc Optisches abbildungssystem zur darstellung der genexpression des gesamten körpers und anwendungen
US6958811B2 (en) 2000-06-29 2005-10-25 Carl Zeiss Jena Gmbh Method for the detection of dyes in fluorescence microscopy
US20060074282A1 (en) 2000-07-13 2006-04-06 Ward Kevin R Nitric-oxide detection using Raman spectroscopy
EP1301118B1 (de) 2000-07-14 2006-09-06 Xillix Technologies Corp. Kompaktes fluorezenz endoskopisches video system
JP3579638B2 (ja) 2000-08-08 2004-10-20 ペンタックス株式会社 内視鏡装置
GB0028491D0 (en) 2000-11-22 2001-01-10 Isis Innovation Detection of features in images
US20030123056A1 (en) 2001-01-08 2003-07-03 Barnes Donald Michael Apparatus having precision hyperspectral imaging array with active photonic excitation targeting capabilities and associated methods
US6965793B2 (en) 2001-06-28 2005-11-15 Chemimage Corporation Method for Raman chemical imaging of endogenous chemicals to reveal tissue lesion boundaries in tissue
US6930773B2 (en) * 2001-08-23 2005-08-16 Cambridge Research And Instrumentation, Inc. Spectral imaging
DE10151217B4 (de) * 2001-10-16 2012-05-16 Carl Zeiss Microlmaging Gmbh Verfahren zum Betrieb eines Laser-Scanning-Mikroskops
US20060241496A1 (en) 2002-01-15 2006-10-26 Xillix Technologies Corp. Filter for use with imaging endoscopes
US6899675B2 (en) 2002-01-15 2005-05-31 Xillix Technologies Corp. Fluorescence endoscopy video systems with no moving parts in the camera
WO2003061711A2 (en) 2002-01-16 2003-07-31 Visen Medical, Inc. Chromophore probes for optical imaging
DE10202050A1 (de) 2002-01-18 2003-07-31 Siemens Ag Optisches Bildgebungsverfahren und Vorrichtung zur optischen Bildgebung
US7133547B2 (en) * 2002-01-24 2006-11-07 Tripath Imaging, Inc. Method for quantitative video-microscopy and associated system and computer software program product
US6776760B2 (en) * 2002-03-06 2004-08-17 Alfred E. Mann Institute For Biomedical Engineering At The University Of Southern California Multi-mode processing for ultrasonic imaging
US6924893B2 (en) * 2002-05-13 2005-08-02 Marine Biological Laboratory Enhancing polarized light microscopy
US6825930B2 (en) * 2002-06-04 2004-11-30 Cambridge Research And Instrumentation, Inc. Multispectral imaging system
US7257437B2 (en) 2002-07-05 2007-08-14 The Regents Of The University Of California Autofluorescence detection and imaging of bladder cancer realized through a cystoscope
US7016717B2 (en) 2002-07-05 2006-03-21 The Regents Of The University Of California Near-infrared spectroscopic tissue imaging for medical applications
US7640140B2 (en) 2003-03-07 2009-12-29 Sensys Medical, Inc. Method of processing noninvasive spectra
US7151270B2 (en) 2003-05-02 2006-12-19 Leica Microsystems Cms Gmbh Method for classifying object image regions of an object to be detected using a scanning microscope
US20040225222A1 (en) 2003-05-08 2004-11-11 Haishan Zeng Real-time contemporaneous multimodal imaging and spectroscopy uses thereof
US7689023B2 (en) 2003-05-30 2010-03-30 Rabinovich Andrew M Color unmixing and region of interest detection in tissue samples
US6993372B2 (en) 2003-06-03 2006-01-31 Orsense Ltd. Method and system for use in non-invasive optical measurements of blood parameters
US7321791B2 (en) 2003-09-23 2008-01-22 Cambridge Research And Instrumentation, Inc. Spectral imaging of deep tissue
US8634607B2 (en) 2003-09-23 2014-01-21 Cambridge Research & Instrumentation, Inc. Spectral imaging of biological samples
US7711174B2 (en) 2004-05-13 2010-05-04 The Charles Stark Draper Laboratory, Inc. Methods and systems for imaging cells
US8548570B2 (en) 2004-11-29 2013-10-01 Hypermed Imaging, Inc. Hyperspectral imaging of angiogenesis
WO2006081547A1 (en) * 2005-01-27 2006-08-03 Cambridge Research And Instrumentation, Inc. Classifying image features
EP2286721B1 (de) 2005-03-01 2018-10-24 Masimo Laboratories, Inc. Konfidenzmessung physiologischer Parameter
US7679740B2 (en) 2005-07-14 2010-03-16 Chemimage Corporation Method and apparatus for multimodal detection
US8154612B2 (en) 2005-08-18 2012-04-10 Qualcomm Incorporated Systems, methods, and apparatus for image processing, for color classification, and for skin color detection
FR2891924B1 (fr) 2005-10-10 2007-12-28 Biospace Mesures Dispositif et procede d'imagerie en luminescence
US7945077B2 (en) 2005-11-30 2011-05-17 Lawrence Livermore National Security, Llc Hyperspectral microscope for in vivo imaging of microstructures and cells in tissues
US20070135999A1 (en) 2005-12-13 2007-06-14 Applied Spectral Imaging Ltd. Method, apparatus and system for characterizing pathological specimen
US9133506B2 (en) 2006-01-10 2015-09-15 Applied Spectral Imaging Ltd. Methods and systems for analyzing biological samples
US10335038B2 (en) 2006-08-24 2019-07-02 Xenogen Corporation Spectral unmixing for in-vivo imaging
US8019134B2 (en) 2006-11-16 2011-09-13 Definiens Ag Automatic image analysis and quantification for fluorescence in situ hybridization
US8244021B2 (en) 2006-12-20 2012-08-14 Ventana Medical Systems, Inc. Quantitative, multispectral image analysis of tissue specimens stained with quantum dots
US7990532B2 (en) 2007-01-16 2011-08-02 Chemimage Corporation Method and apparatus for multimodal detection
US8103081B2 (en) * 2008-03-10 2012-01-24 Cambridge Research & Instrumentation, Inc. Classification of samples
US8116548B2 (en) 2008-06-04 2012-02-14 Siemens Aktiengesellschaft Method and system for detecting 3D anatomical structures using constrained marginal space learning
US8644580B2 (en) 2008-08-07 2014-02-04 Cambridge Research & Instrumentation, Inc. Detection of RNA in tissue samples

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US20060245631A1 (en) 2006-11-02
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US7555155B2 (en) 2009-06-30
WO2006081547A1 (en) 2006-08-03
EP1846869A1 (de) 2007-10-24
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US20130077875A1 (en) 2013-03-28
EP3444751A3 (de) 2019-02-27
US8280140B2 (en) 2012-10-02
CN101151623A (zh) 2008-03-26
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US20110255753A1 (en) 2011-10-20

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