KR20140104946A - 스펙트럼 이미징에 의해 생물학적 표본을 분석하는 방법 및 시스템 - Google Patents

스펙트럼 이미징에 의해 생물학적 표본을 분석하는 방법 및 시스템 Download PDF

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KR20140104946A
KR20140104946A KR1020147012247A KR20147012247A KR20140104946A KR 20140104946 A KR20140104946 A KR 20140104946A KR 1020147012247 A KR1020147012247 A KR 1020147012247A KR 20147012247 A KR20147012247 A KR 20147012247A KR 20140104946 A KR20140104946 A KR 20140104946A
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스탠리 에이치. 레미체브스키
클레이 엠. 톰슨
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시레카 테라노스틱스, 엘엘씨
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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
    • G06V20/698—Matching; Classification
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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 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
    • G06F18/217—Validation; Performance evaluation; Active pattern learning techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/19—Recognition using electronic means
    • G06V30/191—Design or setup of recognition systems or techniques; Extraction of features in feature space; Clustering techniques; Blind source separation
    • G06V30/1916—Validation; Performance evaluation
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V30/00—Character recognition; Recognising digital ink; Document-oriented image-based pattern recognition
    • G06V30/10—Character recognition
    • G06V30/24—Character recognition characterised by the processing or recognition method
    • G06V30/248—Character recognition characterised by the processing or recognition method involving plural approaches, e.g. verification by template match; Resolving confusion among similar patterns, e.g. "O" versus "Q"
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G06F18/231—Hierarchical techniques, i.e. dividing or merging pattern sets so as to obtain a dendrogram
    • 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

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  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
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  • Health & Medical Sciences (AREA)
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  • Medical Informatics (AREA)
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  • Radiology & Medical Imaging (AREA)
  • Nuclear Medicine, Radiotherapy & Molecular Imaging (AREA)
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  • Software Systems (AREA)
  • Evolutionary Computation (AREA)
  • General Engineering & Computer Science (AREA)
  • Artificial Intelligence (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Investigating Or Analysing Biological Materials (AREA)
  • Investigating Or Analysing Materials By Optical Means (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
KR1020147012247A 2011-10-05 2012-10-05 스펙트럼 이미징에 의해 생물학적 표본을 분석하는 방법 및 시스템 Abandoned KR20140104946A (ko)

Applications Claiming Priority (5)

Application Number Priority Date Filing Date Title
US201161543604P 2011-10-05 2011-10-05
US61/543,604 2011-10-05
US201161548104P 2011-10-17 2011-10-17
US61/548,104 2011-10-17
PCT/US2012/058995 WO2013052824A1 (en) 2011-10-05 2012-10-05 Method and system for analyzing biological specimens by spectral imaging

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US (1) US20130089248A1 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
EP (1) EP2764468A4 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
JP (2) JP6184964B2 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
KR (1) KR20140104946A (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
AU (1) AU2012318445A1 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
BR (1) BR112014008352A2 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
CA (1) CA2851152A1 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
HK (1) HK1201180A1 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
IL (1) IL231872A0 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
IN (1) IN2014CN03228A (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
MX (1) MX2014004004A (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)
WO (1) WO2013052824A1 (GUID-C5D7CC26-194C-43D0-91A1-9AE8C70A9BFF.html)

Cited By (9)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
KR101876338B1 (ko) * 2016-12-28 2018-07-09 아주대학교산학협력단 신경망을 이용한 간 경변 예측 장치 및 방법
KR102041402B1 (ko) * 2018-08-09 2019-11-07 주식회사 버즈폴 자궁경부 학습 데이터 생성 시스템과 자궁경부 학습 데이터 분류방법
US10585849B2 (en) 2015-02-03 2020-03-10 Pusan National University Industry-University Cooperation Foundation Medical information providing apparatus and medical information providing method
WO2020032560A3 (ko) * 2018-08-07 2020-03-26 주식회사 딥바이오 진단 결과 생성 시스템 및 방법
KR20200087427A (ko) * 2019-01-11 2020-07-21 경북대학교 산학협력단 딥러닝을 이용한 갑상선 암의 림프절 전이 진단 방법
WO2020246676A1 (ko) * 2019-06-04 2020-12-10 주식회사 아이도트 자궁경부암 자동 진단 시스템
KR20200139606A (ko) * 2019-06-04 2020-12-14 주식회사 아이도트 자궁경부암 자동 진단 시스템
KR20210109422A (ko) * 2020-02-27 2021-09-06 브루커 달토닉 게엠베하 미생물을 분광학적으로 특성화하는 방법
WO2023282388A1 (ko) * 2021-07-09 2023-01-12 주식회사 피노맥스 갑상선 암의 림프절 전이 진단에 필요한 정보를 제공하는 방법 및 장치

Families Citing this family (119)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10193990B2 (en) 2005-10-26 2019-01-29 Cortica Ltd. System and method for creating user profiles based on multimedia content
US11620327B2 (en) 2005-10-26 2023-04-04 Cortica Ltd System and method for determining a contextual insight and generating an interface with recommendations based thereon
US9218606B2 (en) 2005-10-26 2015-12-22 Cortica, Ltd. System and method for brand monitoring and trend analysis based on deep-content-classification
US10180942B2 (en) 2005-10-26 2019-01-15 Cortica Ltd. System and method for generation of concept structures based on sub-concepts
US9031999B2 (en) 2005-10-26 2015-05-12 Cortica, Ltd. System and methods for generation of a concept based database
US9191626B2 (en) 2005-10-26 2015-11-17 Cortica, Ltd. System and methods thereof for visual analysis of an image on a web-page and matching an advertisement thereto
US11361014B2 (en) 2005-10-26 2022-06-14 Cortica Ltd. System and method for completing a user profile
US11032017B2 (en) 2005-10-26 2021-06-08 Cortica, Ltd. System and method for identifying the context of multimedia content elements
US10380164B2 (en) 2005-10-26 2019-08-13 Cortica, Ltd. System and method for using on-image gestures and multimedia content elements as search queries
US9639532B2 (en) 2005-10-26 2017-05-02 Cortica, Ltd. Context-based analysis of multimedia content items using signatures of multimedia elements and matching concepts
US11604847B2 (en) 2005-10-26 2023-03-14 Cortica Ltd. System and method for overlaying content on a multimedia content element based on user interest
US8818916B2 (en) 2005-10-26 2014-08-26 Cortica, Ltd. System and method for linking multimedia data elements to web pages
US11216498B2 (en) 2005-10-26 2022-01-04 Cortica, Ltd. System and method for generating signatures to three-dimensional multimedia data elements
US10614626B2 (en) 2005-10-26 2020-04-07 Cortica Ltd. System and method for providing augmented reality challenges
US9747420B2 (en) * 2005-10-26 2017-08-29 Cortica, Ltd. System and method for diagnosing a patient based on an analysis of multimedia content
US20160321253A1 (en) 2005-10-26 2016-11-03 Cortica, Ltd. System and method for providing recommendations based on user profiles
US10535192B2 (en) 2005-10-26 2020-01-14 Cortica Ltd. System and method for generating a customized augmented reality environment to a user
US20180157675A1 (en) * 2005-10-26 2018-06-07 Cortica, Ltd. System and method for creating entity profiles based on multimedia content element signatures
US10848590B2 (en) 2005-10-26 2020-11-24 Cortica Ltd System and method for determining a contextual insight and providing recommendations based thereon
US9646005B2 (en) 2005-10-26 2017-05-09 Cortica, Ltd. System and method for creating a database of multimedia content elements assigned to users
US9767143B2 (en) 2005-10-26 2017-09-19 Cortica, Ltd. System and method for caching of concept structures
US9477658B2 (en) 2005-10-26 2016-10-25 Cortica, Ltd. Systems and method for speech to speech translation using cores of a natural liquid architecture system
US20170300486A1 (en) * 2005-10-26 2017-10-19 Cortica, Ltd. System and method for compatability-based clustering of multimedia content elements
US8312031B2 (en) 2005-10-26 2012-11-13 Cortica Ltd. System and method for generation of complex signatures for multimedia data content
US10372746B2 (en) 2005-10-26 2019-08-06 Cortica, Ltd. System and method for searching applications using multimedia content elements
US10607355B2 (en) 2005-10-26 2020-03-31 Cortica, Ltd. Method and system for determining the dimensions of an object shown in a multimedia content item
US11019161B2 (en) 2005-10-26 2021-05-25 Cortica, Ltd. System and method for profiling users interest based on multimedia content analysis
US10191976B2 (en) 2005-10-26 2019-01-29 Cortica, Ltd. System and method of detecting common patterns within unstructured data elements retrieved from big data sources
US11403336B2 (en) 2005-10-26 2022-08-02 Cortica Ltd. System and method for removing contextually identical multimedia content elements
US9372940B2 (en) 2005-10-26 2016-06-21 Cortica, Ltd. Apparatus and method for determining user attention using a deep-content-classification (DCC) system
US10387914B2 (en) 2005-10-26 2019-08-20 Cortica, Ltd. Method for identification of multimedia content elements and adding advertising content respective thereof
US10776585B2 (en) 2005-10-26 2020-09-15 Cortica, Ltd. System and method for recognizing characters in multimedia content
US11386139B2 (en) 2005-10-26 2022-07-12 Cortica Ltd. System and method for generating analytics for entities depicted in multimedia content
US10698939B2 (en) 2005-10-26 2020-06-30 Cortica Ltd System and method for customizing images
US10621988B2 (en) 2005-10-26 2020-04-14 Cortica Ltd System and method for speech to text translation using cores of a natural liquid architecture system
US9384196B2 (en) 2005-10-26 2016-07-05 Cortica, Ltd. Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US10635640B2 (en) 2005-10-26 2020-04-28 Cortica, Ltd. System and method for enriching a concept database
US9953032B2 (en) 2005-10-26 2018-04-24 Cortica, Ltd. System and method for characterization of multimedia content signals using cores of a natural liquid architecture system
US10380623B2 (en) 2005-10-26 2019-08-13 Cortica, Ltd. System and method for generating an advertisement effectiveness performance score
US10949773B2 (en) 2005-10-26 2021-03-16 Cortica, Ltd. System and methods thereof for recommending tags for multimedia content elements based on context
US10380267B2 (en) 2005-10-26 2019-08-13 Cortica, Ltd. System and method for tagging multimedia content elements
US11003706B2 (en) 2005-10-26 2021-05-11 Cortica Ltd System and methods for determining access permissions on personalized clusters of multimedia content elements
US10360253B2 (en) 2005-10-26 2019-07-23 Cortica, Ltd. Systems and methods for generation of searchable structures respective of multimedia data content
US10742340B2 (en) 2005-10-26 2020-08-11 Cortica Ltd. System and method for identifying the context of multimedia content elements displayed in a web-page and providing contextual filters respective thereto
US10585934B2 (en) 2005-10-26 2020-03-10 Cortica Ltd. Method and system for populating a concept database with respect to user identifiers
US10691642B2 (en) 2005-10-26 2020-06-23 Cortica Ltd System and method for enriching a concept database with homogenous concepts
US8326775B2 (en) 2005-10-26 2012-12-04 Cortica Ltd. Signature generation for multimedia deep-content-classification by a large-scale matching system and method thereof
US8266185B2 (en) 2005-10-26 2012-09-11 Cortica Ltd. System and methods thereof for generation of searchable structures respective of multimedia data content
US10733326B2 (en) 2006-10-26 2020-08-04 Cortica Ltd. System and method for identification of inappropriate multimedia content
US9798918B2 (en) * 2012-10-05 2017-10-24 Cireca Theranostics, Llc Method and system for analyzing biological specimens by spectral imaging
US11244495B2 (en) * 2013-03-15 2022-02-08 PME IP Pty Ltd Method and system for rule based display of sets of images using image content derived parameters
WO2015112932A1 (en) * 2014-01-25 2015-07-30 Handzel Amir Aharon Automated histological diagnosis of bacterial infection using image analysis
CN103841420B (zh) * 2014-03-07 2018-02-16 齐齐哈尔大学 一种基于感兴趣像素保护的高光谱图像压缩方法
US10115316B2 (en) * 2014-07-21 2018-10-30 International Business Machines Corporation Question generator based on elements of an existing question
EP3218707A4 (en) * 2014-11-10 2018-10-17 Hewlett Packard Development Company, L.P. Electronic device with a camera and molecular detector
GB201505864D0 (en) * 2015-04-07 2015-05-20 Ipv Ltd Live markers
KR101723732B1 (ko) * 2015-06-19 2017-04-05 가톨릭대학교 산학협력단 의료 검사를 위한 이미지 분석 관리 방법 및 서버
KR101822404B1 (ko) * 2015-11-30 2018-01-26 임욱빈 Dnn 학습을 이용한 세포이상 여부 진단시스템
US11195043B2 (en) 2015-12-15 2021-12-07 Cortica, Ltd. System and method for determining common patterns in multimedia content elements based on key points
US11037015B2 (en) 2015-12-15 2021-06-15 Cortica Ltd. Identification of key points in multimedia data elements
JP6910792B2 (ja) 2016-12-13 2021-07-28 ソニーセミコンダクタソリューションズ株式会社 データ処理装置、データ処理方法、プログラム、および電子機器
WO2018165103A1 (en) * 2017-03-06 2018-09-13 University Of Southern California Machine learning for digital pathology
US11760387B2 (en) 2017-07-05 2023-09-19 AutoBrains Technologies Ltd. Driving policies determination
WO2019012527A1 (en) 2017-07-09 2019-01-17 Cortica Ltd. ORGANIZATION OF DEPTH LEARNING NETWORKS
WO2019137817A1 (en) * 2018-01-10 2019-07-18 Koninklijke Philips N.V. Ultrasound system for detecting lung consolidation
WO2019236579A1 (en) * 2018-06-05 2019-12-12 Fresenius Medical Care Holdings, Inc. Systems and methods for identifying comorbidities
BR112020026363A2 (pt) * 2018-07-06 2021-03-30 Enzyvant Therapeutics Gmbh Determinação de potência de tecido através de análise histomorfológica quantitativa
US10846544B2 (en) 2018-07-16 2020-11-24 Cartica Ai Ltd. Transportation prediction system and method
US12330646B2 (en) 2018-10-18 2025-06-17 Autobrains Technologies Ltd Off road assistance
US11126870B2 (en) 2018-10-18 2021-09-21 Cartica Ai Ltd. Method and system for obstacle detection
US10839694B2 (en) 2018-10-18 2020-11-17 Cartica Ai Ltd Blind spot alert
US11181911B2 (en) 2018-10-18 2021-11-23 Cartica Ai Ltd Control transfer of a vehicle
US20200133308A1 (en) 2018-10-18 2020-04-30 Cartica Ai Ltd Vehicle to vehicle (v2v) communication less truck platooning
CN109387484A (zh) * 2018-10-24 2019-02-26 湖南农业大学 一种结合高光谱和支持向量机分类的苎麻品种识别方法
US11700356B2 (en) 2018-10-26 2023-07-11 AutoBrains Technologies Ltd. Control transfer of a vehicle
SE544735C2 (en) * 2018-11-09 2022-11-01 Mm18 Medical Ab Method for identification of different categories of biopsy sample images
US10789535B2 (en) 2018-11-26 2020-09-29 Cartica Ai Ltd Detection of road elements
US11643005B2 (en) 2019-02-27 2023-05-09 Autobrains Technologies Ltd Adjusting adjustable headlights of a vehicle
US11285963B2 (en) 2019-03-10 2022-03-29 Cartica Ai Ltd. Driver-based prediction of dangerous events
US11694088B2 (en) 2019-03-13 2023-07-04 Cortica Ltd. Method for object detection using knowledge distillation
US11132548B2 (en) 2019-03-20 2021-09-28 Cortica Ltd. Determining object information that does not explicitly appear in a media unit signature
US12055408B2 (en) 2019-03-28 2024-08-06 Autobrains Technologies Ltd Estimating a movement of a hybrid-behavior vehicle
US10796444B1 (en) 2019-03-31 2020-10-06 Cortica Ltd Configuring spanning elements of a signature generator
US10776669B1 (en) 2019-03-31 2020-09-15 Cortica Ltd. Signature generation and object detection that refer to rare scenes
US11488290B2 (en) 2019-03-31 2022-11-01 Cortica Ltd. Hybrid representation of a media unit
US11222069B2 (en) 2019-03-31 2022-01-11 Cortica Ltd. Low-power calculation of a signature of a media unit
US10789527B1 (en) 2019-03-31 2020-09-29 Cortica Ltd. Method for object detection using shallow neural networks
WO2020210871A1 (en) * 2019-04-17 2020-10-22 Swinburne University Of Technology Chemical identification system
US11164478B2 (en) 2019-05-17 2021-11-02 NotCo Delaware, LLC Systems and methods to mimic target food items using artificial intelligence
CN114127674B (zh) 2019-08-08 2023-08-22 诺特可特拉华州有限责任公司 对风味进行分类的方法
JP7383939B2 (ja) * 2019-09-03 2023-11-21 東ソー株式会社 学習装置、学習方法、細胞判別装置、細胞判別方法、細胞判別学習プログラムおよび細胞判別プログラム
JP7545202B2 (ja) 2019-11-29 2024-09-04 シスメックス株式会社 細胞解析方法、細胞解析装置、細胞解析システム、及び細胞解析プログラム
WO2021111410A1 (en) * 2019-12-05 2021-06-10 Multiplai Health Ltd. Analysis of selectively normalized spatial representations of data
US11593662B2 (en) 2019-12-12 2023-02-28 Autobrains Technologies Ltd Unsupervised cluster generation
US10748022B1 (en) 2019-12-12 2020-08-18 Cartica Ai Ltd Crowd separation
US11590988B2 (en) 2020-03-19 2023-02-28 Autobrains Technologies Ltd Predictive turning assistant
US11827215B2 (en) 2020-03-31 2023-11-28 AutoBrains Technologies Ltd. Method for training a driving related object detector
JP2023528218A (ja) * 2020-05-15 2023-07-04 ケムイメージ コーポレーション 分子化学イメージングを用いた腫瘍のサブタイプ分類のためのシステムおよび方法
US11756424B2 (en) 2020-07-24 2023-09-12 AutoBrains Technologies Ltd. Parking assist
CN112183572B (zh) * 2020-08-12 2024-09-13 北京深睿博联科技有限责任公司 一种生成预测肺炎严重程度的预测模型的方法及装置
US12049116B2 (en) 2020-09-30 2024-07-30 Autobrains Technologies Ltd Configuring an active suspension
US12094180B2 (en) * 2020-10-06 2024-09-17 Panasonic Intellectual Property Management Co., Ltd. Method for developing machine-learning based tool
EP4225131A4 (en) * 2020-10-10 2024-07-17 Roche Diagnostics GmbH METHOD AND SYSTEM FOR DIAGNOSTIC ANALYSIS
US12142005B2 (en) 2020-10-13 2024-11-12 Autobrains Technologies Ltd Camera based distance measurements
US10962473B1 (en) 2020-11-05 2021-03-30 NotCo Delaware, LLC Protein secondary structure prediction
US11955243B2 (en) * 2020-11-11 2024-04-09 Optellum Limited Using unstructured temporal medical data for disease prediction
WO2022132966A1 (en) * 2020-12-15 2022-06-23 Mars, Incorporated Systems and methods for identifying cancer in pets
US12257949B2 (en) 2021-01-25 2025-03-25 Autobrains Technologies Ltd Alerting on driving affecting signal
US11514350B1 (en) 2021-05-04 2022-11-29 NotCo Delaware, LLC Machine learning driven experimental design for food technology
US12139166B2 (en) 2021-06-07 2024-11-12 Autobrains Technologies Ltd Cabin preferences setting that is based on identification of one or more persons in the cabin
US11348664B1 (en) 2021-06-17 2022-05-31 NotCo Delaware, LLC Machine learning driven chemical compound replacement technology
EP4194300A1 (en) 2021-08-05 2023-06-14 Autobrains Technologies LTD. Providing a prediction of a radius of a motorcycle turn
US12293560B2 (en) 2021-10-26 2025-05-06 Autobrains Technologies Ltd Context based separation of on-/off-vehicle points of interest in videos
US11373107B1 (en) 2021-11-04 2022-06-28 NotCo Delaware, LLC Systems and methods to suggest source ingredients using artificial intelligence
US11404144B1 (en) 2021-11-04 2022-08-02 NotCo Delaware, LLC Systems and methods to suggest chemical compounds using artificial intelligence
US20230162354A1 (en) * 2021-11-24 2023-05-25 Applied Materials, Inc. Artificial intelligence-based hyperspectrally resolved detection of anomalous cells
JP2024541506A (ja) * 2021-11-24 2024-11-08 ライナス バイオテクノロジー インク． 生体表面のトポグラフィー解析のための装置、システム、および方法
WO2024155928A1 (en) * 2023-01-19 2024-07-25 Marquette University Systems, methods, and media for multimodal data collection and analysis for cancer screening
US11982661B1 (en) 2023-05-30 2024-05-14 NotCo Delaware, LLC Sensory transformer method of generating ingredients and formulas

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009537822A (ja) * 2006-05-17 2009-10-29 セルーメン、インコーポレイテッド 自動化組織分析のための方法

Family Cites Families (50)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US8005314B2 (en) * 2005-12-09 2011-08-23 Amnis Corporation Extended depth of field imaging for high speed object analysis
AU2002243602A1 (en) * 2001-01-19 2002-07-30 U.S. Army Medical Research And Materiel Command A method and apparatus for generating two-dimensional images of cervical tissue from three-dimensional hyperspectral cubes
US20020118883A1 (en) * 2001-02-24 2002-08-29 Neema Bhatt Classifier-based enhancement of digital images
US20040068167A1 (en) * 2002-09-13 2004-04-08 Jiang Hsieh Computer aided processing of medical images
US6574304B1 (en) * 2002-09-13 2003-06-03 Ge Medical Systems Global Technology Company, Llc Computer aided acquisition of medical images
JP2004185547A (ja) * 2002-12-06 2004-07-02 Hitachi Ltd 医療データ解析システム及び医療データ解析方法
JP2005026951A (ja) * 2003-07-01 2005-01-27 Minolta Co Ltd 画像処理システムおよび画像処理方法
JP2005176990A (ja) * 2003-12-17 2005-07-07 Konica Minolta Medical & Graphic Inc 医用画像処理システム
US7907769B2 (en) * 2004-05-13 2011-03-15 The Charles Stark Draper Laboratory, Inc. Image-based methods for measuring global nuclear patterns as epigenetic markers of cell differentiation
IL162921A0 (en) * 2004-07-08 2005-11-20 Hi Tech Solutions Ltd Character recognition system and method
EP1789923A1 (en) * 2004-08-11 2007-05-30 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
US20060210131A1 (en) * 2005-03-15 2006-09-21 Wheeler Frederick W Jr Tomographic computer aided diagnosis (CAD) with multiple reconstructions
US7474775B2 (en) * 2005-03-31 2009-01-06 University Of Iowa Research Foundation Automatic detection of red lesions in digital color fundus photographs
US20060001545A1 (en) * 2005-05-04 2006-01-05 Mr. Brian Wolf Non-Intrusive Fall Protection Device, System and Method
US20090081775A1 (en) * 2005-05-25 2009-03-26 Stiftesen Unversitetsforskning Bergen Microscope system and screening method for drugs, physical therapies and biohazards
US7711211B2 (en) * 2005-06-08 2010-05-04 Xerox Corporation Method for assembling a collection of digital images
US20070160275A1 (en) * 2006-01-11 2007-07-12 Shashidhar Sathyanarayana Medical image retrieval
US7680341B2 (en) * 2006-05-05 2010-03-16 Xerox Corporation Generic visual classification with gradient components-based dimensionality enhancement
US8019134B2 (en) * 2006-11-16 2011-09-13 Definiens Ag Automatic image analysis and quantification for fluorescence in situ hybridization
US8542899B2 (en) * 2006-11-30 2013-09-24 Definiens Ag Automatic image analysis and quantification for fluorescence in situ hybridization
WO2008115410A2 (en) * 2007-03-16 2008-09-25 Sti Medical Systems, Llc A method to provide automated quality feedback to imaging devices to achieve standardized imaging data
US20090092299A1 (en) * 2007-10-03 2009-04-09 Siemens Medical Solutions Usa, Inc. System and Method for Joint Classification Using Feature Space Cluster Labels
US8116551B2 (en) * 2007-12-04 2012-02-14 University College, Dublin, National University of Ireland Method and system for image analysis
WO2009073963A1 (en) * 2007-12-13 2009-06-18 University Of Saskatchewan Image analysis
US20090226059A1 (en) * 2008-02-12 2009-09-10 Richard Levenson Tissue Processing And Assessment
WO2009142758A1 (en) * 2008-05-23 2009-11-26 Spectral Image, Inc. Systems and methods for hyperspectral medical imaging
EP2300988B1 (en) * 2008-05-29 2013-09-04 Northeastern University Method of reconstituting cellular spectra useful for detecting cellular disorders
US8280133B2 (en) * 2008-08-01 2012-10-02 Siemens Aktiengesellschaft Method and system for brain tumor segmentation in 3D magnetic resonance images
JP2010057902A (ja) * 2008-08-06 2010-03-18 Toshiba Corp レポート作成支援装置、レポート作成支援システム、及び医用画像参照装置
US10013638B2 (en) * 2008-08-14 2018-07-03 Ping Zhang Cancer diagnostic method and system
IT1391619B1 (it) * 2008-11-04 2012-01-11 Silicon Biosystems Spa Metodo per l'individuazione, selezione e analisi di cellule tumorali
US8488863B2 (en) * 2008-11-06 2013-07-16 Los Alamos National Security, Llc Combinational pixel-by-pixel and object-level classifying, segmenting, and agglomerating in performing quantitative image analysis that distinguishes between healthy non-cancerous and cancerous cell nuclei and delineates nuclear, cytoplasm, and stromal material objects from stained biological tissue materials
US20100125421A1 (en) * 2008-11-14 2010-05-20 Howard Jay Snortland System and method for determining a dosage for a treatment
US8782552B2 (en) * 2008-11-28 2014-07-15 Sinan Batman Active overlay system and method for accessing and manipulating imaging displays
JP2010128971A (ja) * 2008-11-28 2010-06-10 Techmatrix Corp 読影レポート作成支援端末
JP5359389B2 (ja) * 2009-03-06 2013-12-04 大日本印刷株式会社 データ分析支援装置、データ分析支援システム、及びプログラム
US9025841B2 (en) * 2009-11-18 2015-05-05 Siemens Aktiengesellschaft Method and system for segmentation of the prostate in 3D magnetic resonance images
US8116547B2 (en) * 2009-12-11 2012-02-14 Aperio Technologies, Inc. Signal to noise ratio in digital pathology image analysis
US9836482B2 (en) * 2009-12-29 2017-12-05 Google Inc. Query categorization based on image results
CN102782678B (zh) * 2010-02-01 2016-03-16 谷歌公司 用于项关联的联合嵌入
BR112012032761A2 (pt) * 2010-06-20 2016-12-20 Univfy Inc método de distribuição de sistemas de suporte de decisão (dss) e registros eletrônicos de saúde (ehr) para tratamentos de cuidado reprodutivo, cuidado pré-conceptivo, fertilidade, e outras condições de saúde.
US9025850B2 (en) * 2010-06-25 2015-05-05 Cireca Theranostics, Llc Method for analyzing biological specimens by spectral imaging
US9348972B2 (en) * 2010-07-13 2016-05-24 Univfy Inc. Method of assessing risk of multiple births in infertility treatments
WO2012082789A2 (en) * 2010-12-13 2012-06-21 The Trustees Of Columbia University In The City Of New York Medical imaging devices, methods, and systems
US8934722B2 (en) * 2011-09-19 2015-01-13 Given Imaging Ltd. System and method for classification of image data items based on indirect user input
US8842883B2 (en) * 2011-11-21 2014-09-23 Seiko Epson Corporation Global classifier with local adaption for objection detection
US8948500B2 (en) * 2012-05-31 2015-02-03 Seiko Epson Corporation Method of automatically training a classifier hierarchy by dynamic grouping the training samples
US20160180041A1 (en) * 2013-08-01 2016-06-23 Children's Hospital Medical Center Identification of Surgery Candidates Using Natural Language Processing
US9008391B1 (en) * 2013-10-22 2015-04-14 Eyenuk, Inc. Systems and methods for processing retinal images for screening of diseases or abnormalities
EP3229668A4 (en) * 2014-12-08 2018-07-11 Luis Daniel Munoz Device, system and methods for assessing tissue structures, pathology, and healing

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2009537822A (ja) * 2006-05-17 2009-10-29 セルーメン、インコーポレイテッド 自動化組織分析のための方法

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
일본 공표특허공보 특표2009-537822호(2009.10.29.) 1부. *

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10585849B2 (en) 2015-02-03 2020-03-10 Pusan National University Industry-University Cooperation Foundation Medical information providing apparatus and medical information providing method
KR101876338B1 (ko) * 2016-12-28 2018-07-09 아주대학교산학협력단 신경망을 이용한 간 경변 예측 장치 및 방법
WO2020032560A3 (ko) * 2018-08-07 2020-03-26 주식회사 딥바이오 진단 결과 생성 시스템 및 방법
US11995819B2 (en) 2018-08-07 2024-05-28 Deep Bio Inc. Diagnosis result generation system and method
KR102041402B1 (ko) * 2018-08-09 2019-11-07 주식회사 버즈폴 자궁경부 학습 데이터 생성 시스템과 자궁경부 학습 데이터 분류방법
KR20200087427A (ko) * 2019-01-11 2020-07-21 경북대학교 산학협력단 딥러닝을 이용한 갑상선 암의 림프절 전이 진단 방법
WO2020246676A1 (ko) * 2019-06-04 2020-12-10 주식회사 아이도트 자궁경부암 자동 진단 시스템
KR20200139606A (ko) * 2019-06-04 2020-12-14 주식회사 아이도트 자궁경부암 자동 진단 시스템
US12087445B2 (en) 2019-06-04 2024-09-10 Aidot Inc. Automatic cervical cancer diagnosis system
KR20210109422A (ko) * 2020-02-27 2021-09-06 브루커 달토닉 게엠베하 미생물을 분광학적으로 특성화하는 방법
KR20220062480A (ko) * 2020-02-27 2022-05-17 브루커 달토닉스 게엠베하 ＆ 씨오. 케이지 미생물을 분광학적으로 특성화하는 방법
WO2023282388A1 (ko) * 2021-07-09 2023-01-12 주식회사 피노맥스 갑상선 암의 림프절 전이 진단에 필요한 정보를 제공하는 방법 및 장치

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