CN108738338B - 用于检测样本中的干扰物的方法和装置 - Google Patents

用于检测样本中的干扰物的方法和装置 Download PDF

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CN108738338B
CN108738338B CN201780008828.3A CN201780008828A CN108738338B CN 108738338 B CN108738338 B CN 108738338B CN 201780008828 A CN201780008828 A CN 201780008828A CN 108738338 B CN108738338 B CN 108738338B
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serum
interferent
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CN108738338A (zh
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S.克卢克纳
张耀仁
陈德仁
B.S.波拉克
P.维斯曼
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Siemens Healthcare Diagnostics Inc
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    • 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
    • G01N33/487—Physical analysis of biological material of liquid biological material
    • G01N33/49—Blood
    • G01N33/491—Blood by separating the blood components
    • 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
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    • 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
    • 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
    • G01N21/314—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry with comparison of measurements at specific and non-specific wavelengths
    • 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
    • G01N33/487—Physical analysis of biological material of liquid biological material
    • G01N33/49—Blood
    • G01N33/492—Determining multiple analytes
    • 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
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    • G01—MEASURING; TESTING
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    • 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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    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
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    • G—PHYSICS
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    • 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
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20076—Probabilistic image processing
    • 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
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning

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CN201780008828.3A 2016-01-28 2017-01-24 用于检测样本中的干扰物的方法和装置 Active CN108738338B (zh)

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US201662288375P 2016-01-28 2016-01-28
US62/288375 2016-01-28
PCT/US2017/014775 WO2017132169A1 (en) 2016-01-28 2017-01-24 Methods and apparatus for detecting an interferent in a specimen

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Families Citing this family (44)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11009467B2 (en) * 2015-02-17 2021-05-18 Siemens Healthcare Diagnostics Inc. Model-based methods and apparatus for classifying an interferent in specimens
JP6919139B2 (ja) 2016-01-28 2021-08-18 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッドＳｉｅｍｅｎｓ Ｈｅａｌｔｈｃａｒｅ Ｄｉａｇｎｏｓｔｉｃｓ Ｉｎｃ． 複数の側面図から試料容器を識別するように構成された方法および装置
US11650197B2 (en) 2016-01-28 2023-05-16 Siemens Healthcare Diagnostics Inc. Methods and apparatus adapted to quantify a specimen from multiple lateral views
JP7030056B2 (ja) 2016-01-28 2022-03-04 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッド 試料容器と試料の特徴付けのための方法及び装置
WO2017132169A1 (en) 2016-01-28 2017-08-03 Siemens Healthcare Diagnostics Inc. Methods and apparatus for detecting an interferent in a specimen
EP3449234B1 (en) * 2016-04-27 2020-09-02 Ventana Medical Systems, Inc. System and method for real-time volume control on microscope slides
JP7002529B2 (ja) 2016-07-21 2022-02-10 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッド 自動臨床分析器システム及び方法
JP6858243B2 (ja) 2016-07-25 2021-04-14 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッドＳｉｅｍｅｎｓ Ｈｅａｌｔｈｃａｒｅ Ｄｉａｇｎｏｓｔｉｃｓ Ｉｎｃ． 試料容器の容器キャップを識別するためのシステム、方法及び装置
JP6800223B2 (ja) 2016-10-28 2020-12-16 ベックマン コールター， インコーポレイテッド 物質調製評価システム
US11073472B2 (en) 2016-11-14 2021-07-27 Siemens Healthcare Diagnostics Inc. Methods and apparatus for characterizing a specimen using pattern illumination
US11022620B2 (en) 2016-11-14 2021-06-01 Siemens Healthcare Diagnostics Inc. Methods, apparatus, and quality check modules for detecting hemolysis, icterus, lipemia, or normality of a specimen
JP7055818B2 (ja) 2017-04-13 2022-04-18 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッド 畳み込みニューラルネットワークを用いたｈｉｌｎ評価方法及び装置
CN110520737B (zh) 2017-04-13 2023-09-05 美国西门子医学诊断股份有限公司 用于在试样表征期间进行标签补偿的方法和装置
CN110573883B (zh) 2017-04-13 2023-05-30 美国西门子医学诊断股份有限公司 用于在样本表征期间确定标签计数的方法和装置
CN110869740A (zh) 2017-07-19 2020-03-06 美国西门子医学诊断股份有限公司 使用高光谱成像的样本表征的方法和设备
US11815519B2 (en) 2017-07-19 2023-11-14 Siemens Healthcare Diagnostics Inc. Stray light compensating methods and apparatus for characterizing a specimen
WO2019023376A1 (en) 2017-07-28 2019-01-31 Siemens Healthcare Diagnostics Inc. METHODS AND APPARATUS FOR QUANTIFYING DEEP LEARNING VOLUME
JP6983997B2 (ja) 2017-07-31 2021-12-17 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッドSiemens Healthcare Diagnostics Inc. 試料または試料容器の特性を評価する方法および装置
WO2019027769A1 (en) 2017-07-31 2019-02-07 Siemens Healthcare Diagnostics Inc. METHODS AND APPARATUS FOR IMAGING SAMPLES AND / OR SAMPLE CONTAINERS
EP3737930B1 (en) * 2018-01-10 2025-11-05 Siemens Healthcare Diagnostics, Inc. Methods and apparatus for bio-fluid specimen characterization using neural network having reduced training
EP3673451A1 (en) * 2018-02-15 2020-07-01 Smart4Diagnostics Gmbh Smart method for feedback generation during sample control and surveillance
WO2019173283A1 (en) 2018-03-05 2019-09-12 Marquette University Method and apparatus for non-invasive hemoglobin level prediction
US11471101B2 (en) * 2018-04-05 2022-10-18 The Regents Of The University Of California Mapping and quantifying shear stress and hemolysis in patients having LVADS
US11927736B2 (en) 2018-06-15 2024-03-12 Siemens Healthcare Diagnostics Inc. Methods and apparatus for fine-grained HIL index determination with advanced semantic segmentation and adversarial training
US12372520B2 (en) * 2018-08-06 2025-07-29 Siemens Healthcare Diagnostics Inc. Method, device and system for determining the concentration of analytes in a sample
JP7203206B2 (ja) 2018-09-20 2023-01-12 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレイテッド 標本分類のための仮説および検証ネットワークおよび方法
US11386551B2 (en) * 2018-11-08 2022-07-12 Perkinelmer Health Sciences, Inc. Method and apparatus for buffy coat imaging
US10726543B2 (en) * 2018-11-27 2020-07-28 General Electric Company Fluorescent penetrant inspection system and method
IT201900006738A1 (it) * 2019-05-10 2020-11-10 Inpeco Holding Ltd Dispositivo e procedimento per screening di un campione biologico
JP7462039B2 (ja) 2019-10-31 2024-04-04 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレイテッド 試料容器を特性評価するための前景照明の較正を提供する方法および装置
CN114600131A (zh) 2019-10-31 2022-06-07 美国西门子医学诊断股份有限公司 用于使用具有连续的基于性能的训练的诊断分析系统来进行自动化试样表征的方法和装置
CN114586033B (zh) * 2019-10-31 2025-09-16 美国西门子医学诊断股份有限公司 用于在自动化诊断分析系统中对患者进行表征期间保护患者信息的方法和装置
WO2021086721A1 (en) 2019-10-31 2021-05-06 Siemens Healthcare Diagnostics Inc. Methods and apparatus for hashing and retrieval of training images used in hiln determinations of specimens in automated diagnostic analysis systems
WO2021086718A1 (en) * 2019-10-31 2021-05-06 Siemens Healthcare Diagnostics Inc. Methods and apparatus providing calibration of background illumination for sample and/or sample container characterization
PL4145128T3 (pl) * 2019-11-25 2025-08-25 F. Hoffmann-La Roche Ag Sposób oznaczania stężenia analitu w płynie ustrojowym
EP3933409A1 (en) 2020-07-03 2022-01-05 F. Hoffmann-La Roche AG Photometric interference determination
JP7617295B2 (ja) 2021-02-11 2025-01-17 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレイテッド 単一の画像取込みデバイスを使用して検体容器の３ｄ中心位置を識別するように適用された方法および装置
US20240385204A1 (en) * 2021-06-15 2024-11-21 Siemens Healthcare Diagnostics Inc. Apparatus and methods of monitoring items in diagnostic laboratory systems
CN113449804B (zh) * 2021-07-09 2023-03-10 曲阜师范大学 血液类别的确定方法及相关设备
CN114813590A (zh) * 2022-06-30 2022-07-29 深圳市帝迈生物技术有限公司 样本检测方法、样本分析仪及其控制装置
CN115409977B (zh) * 2022-08-10 2025-09-16 宁波新胜中压电器有限公司 基于图像识别的全量检测信息采集方法
CN115452744A (zh) * 2022-09-15 2022-12-09 深圳市卓润生物科技有限公司 全血压积测量方法
CN116908428B (zh) * 2023-07-27 2024-02-13 耐优生物技术(上海)有限公司 一种血浆质控方法及其应用
CN120870064B (zh) * 2025-09-24 2025-12-09 东北石油大学三亚海洋油气研究院 一种测定乳化液乳强稳定性的装置及实验方法

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2003031954A1 (en) * 2001-10-08 2003-04-17 Inlight Solutions, Inc. Classification of samples
CN100516876C (zh) * 2002-11-21 2009-07-22 惠氏公司 用于诊断肾细胞癌(rcc)和其他实体瘤的方法
JP2010185718A (ja) * 2009-02-10 2010-08-26 Beckman Coulter Inc 反応カード
CN102792124A (zh) * 2009-10-17 2012-11-21 荷马里光电子公司 增强的成像方法及装置
CN103477197A (zh) * 2011-01-21 2013-12-25 提拉诺斯公司 样品使用最大化的系统和方法

Family Cites Families (29)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP5161052B2 (ja) * 2008-12-04 2013-03-13 オリンパス株式会社 顕微鏡システム、標本観察方法およびプログラム
JPH07280814A (ja) * 1994-04-14 1995-10-27 Hitachi Ltd 検体検査自動化システム
US20050037505A1 (en) * 2000-05-11 2005-02-17 James Samsoondar Spectroscopic method and apparatus for analyte measurement
US7126630B1 (en) * 2001-02-09 2006-10-24 Kujin Lee Method and apparatus for omni-directional image and 3-dimensional data acquisition with data annotation and dynamic range extension method
WO2002068932A2 (en) * 2001-02-23 2002-09-06 Genicon Sciences Corporation Methods for providing extended dynamic range in analyte assays
TWI242206B (en) * 2001-06-22 2005-10-21 Fuji Photo Film Co Ltd Optical information recording medium
EP2246689B8 (de) 2002-01-19 2013-05-01 Roche PVT GmbH Verfahren zur Klassifizierung von Farbbildern von Serumproben zentrifugierter Körperflüssigkeiten
JP3778355B2 (ja) * 2002-07-04 2006-05-24 アロカ株式会社 検体分析装置
CA2505416A1 (en) * 2002-11-21 2004-06-10 Wyeth Methods for diagnosing rcc and other solid tumors
US8101431B2 (en) * 2004-02-27 2012-01-24 Board Of Regents, The University Of Texas System Integration of fluids and reagents into self-contained cartridges containing sensor elements and reagent delivery systems
JP2005345370A (ja) * 2004-06-04 2005-12-15 Aloka Co Ltd 界面検出装置及び方法、並びに体積計測装置及び方法
US7616256B2 (en) * 2005-03-21 2009-11-10 Dolby Laboratories Licensing Corporation Multiple exposure methods and apparatus for electronic cameras
US7826652B2 (en) * 2006-12-19 2010-11-02 Cytyc Corporation Method for forming an optimally exposed image of cytological specimen
CA2718995C (en) 2008-03-21 2014-08-19 Abbott Point Of Care, Inc. Method and apparatus for determining red blood cell indices of a blood sample utilizing the intrinsic pigmentation of hemoglobin contained within the red blood cells
EP3974838B1 (en) 2009-08-13 2026-04-22 Siemens Healthcare Diagnostics Inc. Methods for ascertaining physical dimensions in liquid samples and containers to be analyzed by a clinical analyzer
US9522396B2 (en) * 2010-12-29 2016-12-20 S.D. Sight Diagnostics Ltd. Apparatus and method for automatic detection of pathogens
US9646375B2 (en) * 2011-07-09 2017-05-09 Gauss Surgical, Inc. Method for setting a blood transfusion parameter
JP5474903B2 (ja) * 2011-09-28 2014-04-16 あおい精機株式会社 検査前処理装置、検査前処理方法、及び検体処理装置
CA2903013C (en) * 2013-03-08 2021-05-11 Siemens Healthcare Diagnostics Inc. Tube characterization station
JP6143584B2 (ja) * 2013-07-04 2017-06-07 株式会社日立ハイテクノロジーズ 検出装置および生体試料分析装置
US11009467B2 (en) 2015-02-17 2021-05-18 Siemens Healthcare Diagnostics Inc. Model-based methods and apparatus for classifying an interferent in specimens
US10267813B1 (en) * 2015-12-31 2019-04-23 Cerner Innovation, Inc. Monitoring specimen integrity in automated blood sample processing system
US11650197B2 (en) 2016-01-28 2023-05-16 Siemens Healthcare Diagnostics Inc. Methods and apparatus adapted to quantify a specimen from multiple lateral views
EP3408648B1 (en) 2016-01-28 2025-12-03 Siemens Healthcare Diagnostics Inc. Methods and apparatus for imaging a specimen container and/or specimen using multiple exposures
WO2017132169A1 (en) 2016-01-28 2017-08-03 Siemens Healthcare Diagnostics Inc. Methods and apparatus for detecting an interferent in a specimen
JP6976257B2 (ja) 2016-01-28 2021-12-08 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッドSiemens Healthcare Diagnostics Inc. マルチビューの特徴付けのための方法及び装置
US10746665B2 (en) 2016-01-28 2020-08-18 Siemens Healthcare Diagnostics Inc. Methods and apparatus for classifying an artifact in a specimen
JP7030056B2 (ja) 2016-01-28 2022-03-04 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッド 試料容器と試料の特徴付けのための方法及び装置
JP6919139B2 (ja) 2016-01-28 2021-08-18 シーメンス・ヘルスケア・ダイアグノスティックス・インコーポレーテッドＳｉｅｍｅｎｓ Ｈｅａｌｔｈｃａｒｅ Ｄｉａｇｎｏｓｔｉｃｓ Ｉｎｃ． 複数の側面図から試料容器を識別するように構成された方法および装置

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
WO2003031954A1 (en) * 2001-10-08 2003-04-17 Inlight Solutions, Inc. Classification of samples
CN100516876C (zh) * 2002-11-21 2009-07-22 惠氏公司 用于诊断肾细胞癌(rcc)和其他实体瘤的方法
JP2010185718A (ja) * 2009-02-10 2010-08-26 Beckman Coulter Inc 反応カード
CN102792124A (zh) * 2009-10-17 2012-11-21 荷马里光电子公司 增强的成像方法及装置
CN103477197A (zh) * 2011-01-21 2013-12-25 提拉诺斯公司 样品使用最大化的系统和方法

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US10816538B2 (en) 2020-10-27
US20180372715A1 (en) 2018-12-27
HK1257096A1 (zh) 2019-10-11
WO2017132169A1 (en) 2017-08-03
EP3408651B1 (en) 2024-01-10
JP2019511700A (ja) 2019-04-25
JP6791972B2 (ja) 2020-11-25
EP3408651A4 (en) 2018-12-12
EP3408651A1 (en) 2018-12-05
CN108738338A (zh) 2018-11-02

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