HK1243207A1 - 用於分類生物樣本﹑包括分析的優化和相關性的使用的方法和系統 - Google Patents

用於分類生物樣本﹑包括分析的優化和相關性的使用的方法和系統

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Publication number
HK1243207A1
HK1243207A1 HK18102585.7A HK18102585A HK1243207A1 HK 1243207 A1 HK1243207 A1 HK 1243207A1 HK 18102585 A HK18102585 A HK 18102585A HK 1243207 A1 HK1243207 A1 HK 1243207A1
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HK
Hong Kong
Prior art keywords
analyses
correlation
systems
methods
biological samples
Prior art date
Application number
HK18102585.7A
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English (en)
Inventor
H Remiszewski Stanley
M Thompson Clay
MU Xinying
Diem Max
ERGIN Aysegul
KON Mark
Original Assignee
Cireca Theranostics Llc
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Application filed by Cireca Theranostics Llc filed Critical Cireca Theranostics Llc
Publication of HK1243207A1 publication Critical patent/HK1243207A1/zh

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    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G06T7/0012—Biomedical image inspection
    • G06T7/0014—Biomedical image inspection using an image reference approach
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/60—Type of objects
    • G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
    • G06V20/695—Preprocessing, e.g. image segmentation
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10056—Microscopic image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20076—Probabilistic image processing
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR 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

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • Multimedia (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Medical Informatics (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
  • Radiology & Medical Imaging (AREA)
  • Quality & Reliability (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Image Processing (AREA)
  • Image Analysis (AREA)
HK18102585.7A 2014-10-17 2018-02-22 用於分類生物樣本﹑包括分析的優化和相關性的使用的方法和系統 HK1243207A1 (zh)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201462065421P 2014-10-17 2014-10-17
US201562101855P 2015-01-09 2015-01-09
PCT/US2015/056258 WO2016061586A1 (en) 2014-10-17 2015-10-19 Methods and systems for classifying biological samples, including optimization of analyses and use of correlation

Publications (1)

Publication Number Publication Date
HK1243207A1 true HK1243207A1 (zh) 2018-07-06

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ID=55747489

Family Applications (1)

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HK18102585.7A HK1243207A1 (zh) 2014-10-17 2018-02-22 用於分類生物樣本﹑包括分析的優化和相關性的使用的方法和系統

Country Status (7)

Country Link
US (1) US10043054B2 (zh)
EP (1) EP3207499A4 (zh)
JP (1) JP2018502275A (zh)
KR (1) KR20170118032A (zh)
AU (1) AU2015331579A1 (zh)
HK (1) HK1243207A1 (zh)
WO (1) WO2016061586A1 (zh)

Families Citing this family (90)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108761752A (zh) 2012-10-30 2018-11-06 加州理工学院 傅立叶重叠关联成像系统、设备和方法
US9864184B2 (en) 2012-10-30 2018-01-09 California Institute Of Technology Embedded pupil function recovery for fourier ptychographic imaging devices
US9497379B2 (en) 2013-08-22 2016-11-15 California Institute Of Technology Variable-illumination fourier ptychographic imaging devices, systems, and methods
US10652444B2 (en) 2012-10-30 2020-05-12 California Institute Of Technology Multiplexed Fourier ptychography imaging systems and methods
US9426455B2 (en) 2013-07-31 2016-08-23 California Institute Of Technology Aperture scanning fourier ptychographic imaging
WO2015086295A1 (en) * 2013-12-10 2015-06-18 Bae Systems Plc Data processing method
AU2015212984A1 (en) * 2014-01-28 2016-06-23 Ventana Medical Systems, Inc. Adaptive classification for whole slide tissue segmentation
US11468557B2 (en) 2014-03-13 2022-10-11 California Institute Of Technology Free orientation fourier camera
WO2016006113A1 (ja) * 2014-07-11 2016-01-14 株式会社ニコン 画像解析装置、撮像システム、手術支援システム、画像解析方法、及び画像解析プログラム
AU2015369663A1 (en) 2014-12-22 2017-05-11 California Institute Of Technology Epi-illumination fourier ptychographic imaging for thick samples
WO2016118761A1 (en) 2015-01-21 2016-07-28 California Institute Of Technology Fourier ptychographic tomography
AU2016211635A1 (en) 2015-01-26 2017-06-29 California Institute Of Technology Multi-well fourier ptychographic and fluorescence imaging
US10684458B2 (en) 2015-03-13 2020-06-16 California Institute Of Technology Correcting for aberrations in incoherent imaging systems using fourier ptychographic techniques
KR101723732B1 (ko) * 2015-06-19 2017-04-05 가톨릭대학교 산학협력단 의료 검사를 위한 이미지 분석 관리 방법 및 서버
US10402967B2 (en) * 2015-12-21 2019-09-03 Koninklijke Philips N.V. Device, system and method for quality assessment of medical images
US11514289B1 (en) * 2016-03-09 2022-11-29 Freenome Holdings, Inc. Generating machine learning models using genetic data
DE102016208647A1 (de) * 2016-05-19 2017-11-23 Siemens Healthcare Gmbh Verfahren und Vorrichtung zur Überwachung einer Brustuntersuchung
US10568507B2 (en) 2016-06-10 2020-02-25 California Institute Of Technology Pupil ptychography methods and systems
US11092795B2 (en) 2016-06-10 2021-08-17 California Institute Of Technology Systems and methods for coded-aperture-based correction of aberration obtained from Fourier ptychography
US10025902B2 (en) * 2016-08-12 2018-07-17 Verily Life Sciences Llc Enhanced pathology diagnosis
IT201600103909A1 (it) * 2016-10-17 2018-04-17 Marco Flavio Michele Vismara Sistema e metodo di acquisizione, trasmissione ed elaborazione di dati ematochimici
CN110073404B (zh) 2016-10-21 2023-03-21 南坦生物组学有限责任公司 数字组织病理学和显微解剖
WO2018077949A1 (en) * 2016-10-25 2018-05-03 Koninklijke Philips N.V. Device and method for quality assessment of medical image datasets
EP3549099A4 (en) * 2016-12-01 2020-07-29 Berkeley Lights, Inc. AUTOMATED DETECTION AND REPOSITIONING OF MICROBODIES IN MICROFLUIDIC DEVICES
US10108845B2 (en) * 2017-03-02 2018-10-23 Hong Kong Applied Science and Technology Research Institute Company Limited Anomaly detection for medical samples under multiple settings
WO2018165279A1 (en) * 2017-03-07 2018-09-13 Mighty AI, Inc. Segmentation of images
WO2018209057A1 (en) 2017-05-11 2018-11-15 The Research Foundation For The State University Of New York System and method associated with predicting segmentation quality of objects in analysis of copious image data
US10936921B2 (en) * 2017-06-15 2021-03-02 Spynsite Llc Machine learning and/or image processing for spectral object classification
US10529453B2 (en) * 2017-07-31 2020-01-07 Definiens Gmbh Tool that analyzes image data and generates and displays a confidence indicator along with a cancer score
US10769788B2 (en) 2017-09-12 2020-09-08 Nantomics, Llc Few-shot learning based image recognition of whole slide image at tissue level
CN111316317B (zh) * 2017-09-12 2023-11-10 南托米克斯有限责任公司 组织级别的全视野数字切片的基于小样品学习的图像识别
US10754140B2 (en) 2017-11-03 2020-08-25 California Institute Of Technology Parallel imaging acquisition and restoration methods and systems
WO2019094230A1 (en) 2017-11-10 2019-05-16 Essen Instruments, Inc. D/B/A Essen Bioscience, Inc. Live cell visualization and analysis
CN107798390B (zh) 2017-11-22 2023-03-21 创新先进技术有限公司 一种机器学习模型的训练方法、装置以及电子设备
US11062479B2 (en) * 2017-12-06 2021-07-13 Axalta Coating Systems Ip Co., Llc Systems and methods for matching color and appearance of target coatings
EP3503022A1 (en) * 2017-12-20 2019-06-26 Koninklijke Philips N.V. System for assessing a pulmonary image
IT201800002353A1 (it) * 2018-02-02 2019-08-02 Alifax Srl Procedimento di identificazione batterica tramite analisi multivariata di profili spettrali
CN108460391B (zh) * 2018-03-09 2022-03-22 西安电子科技大学 基于生成对抗网络的高光谱图像无监督特征提取方法
US11348661B2 (en) 2018-05-14 2022-05-31 Tempus Labs, Inc. Predicting total nucleic acid yield and dissection boundaries for histology slides
US11348239B2 (en) 2018-05-14 2022-05-31 Tempus Labs, Inc. Predicting total nucleic acid yield and dissection boundaries for histology slides
US10957041B2 (en) 2018-05-14 2021-03-23 Tempus Labs, Inc. Determining biomarkers from histopathology slide images
EP3794551A4 (en) 2018-05-14 2022-02-09 Tempus Labs, Inc. FRAMEWORK FOR GENERALIZABLE AND INTERPRETABLE DEEP LEARNING FOR PREDICTING MSI FROM HISTOPATHOLOGICAL SLIDE IMAGES
WO2019229510A1 (en) * 2018-05-29 2019-12-05 Sigtuple Technologies Private Limited Method and system for performing hierarchical classification of objects in microscopic image
US11521740B2 (en) * 2018-06-06 2022-12-06 International Business Machines Corporation Natural language processing of a motion alphabet for unsupervised clinical scoring
CN113164046A (zh) * 2018-07-06 2021-07-23 恩真万特诊疗公司 通过定量组织形态学分析确定组织效力
US11288800B1 (en) * 2018-08-24 2022-03-29 Google Llc Attribution methodologies for neural networks designed for computer-aided diagnostic processes
US20210340591A1 (en) * 2018-09-07 2021-11-04 The Wave Talk, Inc. Microorganism information providing device and method
WO2020072385A1 (en) * 2018-10-03 2020-04-09 Verily Life Sciences Llc Dynamic illumination to identify tissue type
US11257213B2 (en) * 2018-10-25 2022-02-22 Koninklijke Philips N.V. Tumor boundary reconstruction using hyperspectral imaging
CA3118950C (en) * 2018-11-07 2024-01-09 Trustees Of Tufts College Atomic-force microscopy for identification of surfaces
SE544735C2 (en) * 2018-11-09 2022-11-01 Mm18 Medical Ab Method for identification of different categories of biopsy sample images
CA3121425A1 (en) * 2018-11-29 2020-06-04 La Trobe University Automated method of identifying a structure
WO2020170791A1 (ja) * 2019-02-19 2020-08-27 富士フイルム株式会社 医療画像処理装置及び方法
JP2020139842A (ja) * 2019-02-28 2020-09-03 ソニー株式会社 情報処理装置、情報処理方法および情報処理システム
WO2020182710A1 (en) 2019-03-12 2020-09-17 F. Hoffmann-La Roche Ag Multiple instance learner for prognostic tissue pattern identification
US11175212B2 (en) * 2019-03-31 2021-11-16 Agilent Technologies, Inc. Mid-infrared scanning system for analyzing particulates
EP3719807A1 (en) * 2019-04-04 2020-10-07 Optos PLC Predicting a pathological condition from a medical image
EP3948226A4 (en) * 2019-04-05 2023-09-06 Essenlix Corporation TEST ACCURACY AND RELIABILITY IMPROVEMENT
EP3959654A4 (en) 2019-04-24 2023-05-24 Icahn School of Medicine at Mount Sinai SYSTEMS AND METHODS OF MARKING STRUCTURES OF INTEREST IN TISSUE SLIDE IMAGES
WO2020237185A1 (en) * 2019-05-23 2020-11-26 Icahn School Of Medicine At Mount Sinai Systems and methods to train a cell object detector
WO2021026083A1 (en) 2019-08-08 2021-02-11 NotCo Delaware, LLC Method of classifying flavors
CN110647915A (zh) * 2019-08-23 2020-01-03 米津锐 一种用于高维数据一致性分析的动态模式判断方法
TWI781408B (zh) * 2019-11-27 2022-10-21 靜宜大學 利用高光譜資料分析技術之人工智慧的細胞檢測方法及其系統
KR102298894B1 (ko) * 2019-12-10 2021-09-08 한국과학기술원 물리량 영상 데이터 분석 장치 및 방법
CN111191701B (zh) * 2019-12-23 2023-04-11 中国科学院西安光学精密机械研究所 一种基于深度学习的颜料光谱辨识方法
KR102533084B1 (ko) * 2020-02-11 2023-05-18 고려대학교 산학협력단 불균형 데이터 처리 장치 및 방법
US11568536B2 (en) * 2020-04-29 2023-01-31 Flagship Biosciences, Inc Method for digitally generating scores for multiple diagnostic tests from tissue assayed with a single test
IT202000012295A1 (it) * 2020-05-26 2021-11-26 Eppos S R L Metodo di classificazione e relativo dispositivo classificatore
US20220059190A1 (en) * 2020-08-19 2022-02-24 Tempus Labs, Inc. Systems and Methods for Homogenization of Disparate Datasets
US20220101276A1 (en) * 2020-09-30 2022-03-31 X Development Llc Techniques for predicting the spectra of materials using molecular metadata
US10962473B1 (en) 2020-11-05 2021-03-30 NotCo Delaware, LLC Protein secondary structure prediction
US20220202325A1 (en) * 2020-12-31 2022-06-30 Bioxytech Retina, Inc. Methods and devices for measuring structural and functional properties of tissue
WO2022165433A1 (en) * 2021-02-01 2022-08-04 PathAI, Inc. Systems and methods for classifying biomedical image data using a graph neural network
CN113063751B (zh) * 2021-03-25 2022-04-22 司法鉴定科学研究院 一种基于红外光谱成像技术的法医学肺脂肪栓塞分析方法
WO2022204611A1 (en) * 2021-03-26 2022-09-29 Essenlix Corporation Cells and other bio-entity analysis and counting
CN115146054A (zh) * 2021-03-30 2022-10-04 株式会社理光 多标签分类方法、装置及可读存储介质
FR3121772B1 (fr) * 2021-04-13 2023-04-14 Univ Claude Bernard Lyon Procédé de traitement d'images d'un tissu biologique vivant avec auto-calibrage
CN113282759B (zh) * 2021-04-23 2024-02-20 国网辽宁省电力有限公司电力科学研究院 一种基于威胁情报的网络安全知识图谱生成方法
US11514350B1 (en) 2021-05-04 2022-11-29 NotCo Delaware, LLC Machine learning driven experimental design for food technology
US11348664B1 (en) 2021-06-17 2022-05-31 NotCo Delaware, LLC Machine learning driven chemical compound replacement technology
TWI792461B (zh) * 2021-07-30 2023-02-11 國立臺灣大學 邊緣鑑定方法
US11450412B1 (en) 2021-07-30 2022-09-20 Specialty Diagnostic (SDI) Laboratories, Inc. System and method for smart pooling
WO2023049209A1 (en) * 2021-09-22 2023-03-30 Volastra Therapeutics, Inc. Systems and methods for evaluation of mitotic events using machine-learning
US20230129946A1 (en) * 2021-10-25 2023-04-27 Principia Life, LLC Smart material sample analysis
US11404144B1 (en) 2021-11-04 2022-08-02 NotCo Delaware, LLC Systems and methods to suggest chemical compounds using artificial intelligence
US11373107B1 (en) 2021-11-04 2022-06-28 NotCo Delaware, LLC Systems and methods to suggest source ingredients using artificial intelligence
WO2023159011A1 (en) * 2022-02-15 2023-08-24 Protein Dynamic Solutions, Inc. Real-time bioburden and direct endotoxin screening
WO2024033771A1 (en) * 2022-08-12 2024-02-15 Visa International Service Association Method, system, and computer program product for synthetic oversampling for boosting supervised anomaly detection
US11982661B1 (en) 2023-05-30 2024-05-14 NotCo Delaware, LLC Sensory transformer method of generating ingredients and formulas
CN116662894B (zh) * 2023-05-31 2024-03-26 重庆市荣冠科技有限公司 一种基于直觉模糊加权最小二乘孪生多类别支持向量机的流体管道泄漏诊断方法

Family Cites Families (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6738502B1 (en) 1999-06-04 2004-05-18 Kairos Scientific, Inc. Multispectral taxonomic identification
DE10124340A1 (de) 2001-05-18 2002-12-05 Fraunhofer Ges Forschung Verfahren zur Analyse einer biologischen Probe
US20060039603A1 (en) * 2004-08-19 2006-02-23 Koutsky Keith A Automated color classification for biological samples
EP1846869B1 (en) * 2005-01-27 2011-10-05 Cambridge Research & Instrumentation, Inc. Classifying image features
US20070017809A1 (en) * 2005-07-21 2007-01-25 Power3 Medical Products, Inc. Assay for ALS and ALS-like disorders
EP2141657A4 (en) 2007-04-18 2015-04-08 Univ Tokyo METHOD FOR SELECTION OF CHARACTERISTICS, DEVICE FOR SELECTION OF CHARACTERISTICS, IMAGE CLASSIFICATION METHOD, IMAGE CLASSIFICATION DEVICE, COMPUTER PROGRAM AND RECORDING MEDIUM
US8139833B2 (en) * 2008-04-09 2012-03-20 Boris Fain Analyzing large data sets using a computer system
JP5212122B2 (ja) * 2009-01-09 2013-06-19 ソニー株式会社 生体サンプル像取得装置、生体サンプル像取得方法及びプログラム
US8452718B2 (en) * 2010-06-10 2013-05-28 Tokyo Electron Limited Determination of training set size for a machine learning system

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KR20170118032A (ko) 2017-10-24
EP3207499A4 (en) 2018-09-19
AU2015331579A1 (en) 2017-05-25
US20160110584A1 (en) 2016-04-21
US10043054B2 (en) 2018-08-07
JP2018502275A (ja) 2018-01-25
WO2016061586A1 (en) 2016-04-21
EP3207499A1 (en) 2017-08-23

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