WO2020191391A3 - Séquençage à base d'intelligence artificielle - Google Patents
Séquençage à base d'intelligence artificielle Download PDFInfo
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- WO2020191391A3 WO2020191391A3 PCT/US2020/024092 US2020024092W WO2020191391A3 WO 2020191391 A3 WO2020191391 A3 WO 2020191391A3 US 2020024092 W US2020024092 W US 2020024092W WO 2020191391 A3 WO2020191391 A3 WO 2020191391A3
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
- G06F18/232—Non-hierarchical techniques
- G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
- G06F18/23211—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with adaptive number of clusters
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/044—Recurrent networks, e.g. Hopfield networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/04—Architecture, e.g. interconnection topology
- G06N3/045—Combinations of networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computing arrangements based on biological models
- G06N3/02—Neural networks
- G06N3/08—Learning methods
- G06N3/084—Backpropagation, e.g. using gradient descent
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/20—Image preprocessing
- G06V10/26—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion
- G06V10/267—Segmentation of patterns in the image field; Cutting or merging of image elements to establish the pattern region, e.g. clustering-based techniques; Detection of occlusion by performing operations on regions, e.g. growing, shrinking or watersheds
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V10/00—Arrangements for image or video recognition or understanding
- G06V10/40—Extraction of image or video features
- G06V10/44—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components
- G06V10/443—Local feature extraction by analysis of parts of the pattern, e.g. by detecting edges, contours, loops, corners, strokes or intersections; Connectivity analysis, e.g. of connected components by matching or filtering
- G06V10/449—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters
- G06V10/451—Biologically inspired filters, e.g. difference of Gaussians [DoG] or Gabor filters with interaction between the filter responses, e.g. cortical complex cells
- G06V10/454—Integrating the filters into a hierarchical structure, e.g. convolutional neural networks [CNN]
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR 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
- G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
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- 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
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
- G16B40/10—Signal processing, e.g. from mass spectrometry [MS] or from PCR
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16B—BIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
- G16B40/00—ICT specially adapted for biostatistics; ICT specially adapted for bioinformatics-related machine learning or data mining, e.g. knowledge discovery or pattern finding
- G16B40/20—Supervised data analysis
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/46—Extracting features or characteristics from the video content, e.g. video fingerprints, representative shots or key frames
- G06V20/47—Detecting features for summarising video content
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V2201/00—Indexing scheme relating to image or video recognition or understanding
- G06V2201/03—Recognition of patterns in medical or anatomical images
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- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Life Sciences & Earth Sciences (AREA)
- Health & Medical Sciences (AREA)
- General Physics & Mathematics (AREA)
- Evolutionary Computation (AREA)
- General Health & Medical Sciences (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Molecular Biology (AREA)
- Biomedical Technology (AREA)
- Software Systems (AREA)
- Multimedia (AREA)
- Computer Vision & Pattern Recognition (AREA)
- General Engineering & Computer Science (AREA)
- Computing Systems (AREA)
- Biophysics (AREA)
- Medical Informatics (AREA)
- Mathematical Physics (AREA)
- Computational Linguistics (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Bioinformatics & Computational Biology (AREA)
- Evolutionary Biology (AREA)
- Databases & Information Systems (AREA)
- Spectroscopy & Molecular Physics (AREA)
- Bioethics (AREA)
- Epidemiology (AREA)
- Public Health (AREA)
- Biotechnology (AREA)
- Biodiversity & Conservation Biology (AREA)
- Probability & Statistics with Applications (AREA)
- Signal Processing (AREA)
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- Telephonic Communication Services (AREA)
Abstract
Priority Applications (10)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
EP20757979.8A EP3942074A2 (fr) | 2019-03-21 | 2020-03-22 | Séquençage à base d'intelligence artificielle |
SG11202012463YA SG11202012463YA (en) | 2019-03-21 | 2020-03-22 | Artificial intelligence-based sequencing |
CN202080004529.4A CN112689875A (zh) | 2019-03-21 | 2020-03-22 | 基于人工智能的测序 |
BR112020026455-5A BR112020026455A2 (pt) | 2019-03-21 | 2020-03-22 | Sequenciamento baseado em inteligência artificial |
JP2020572706A JP2022535306A (ja) | 2019-03-21 | 2020-03-22 | 人工知能ベースの配列決定 |
AU2020240141A AU2020240141A1 (en) | 2019-03-21 | 2020-03-22 | Artificial intelligence-based sequencing |
KR1020217003270A KR20210145116A (ko) | 2019-03-21 | 2020-03-22 | 인공 지능 기반 서열분석 |
CA3104951A CA3104951A1 (fr) | 2019-03-21 | 2020-03-22 | Sequencage a base d'intelligence artificielle |
MX2020014302A MX2020014302A (es) | 2019-03-21 | 2020-03-22 | Secuenciacion basada en inteligencia artificial. |
IL279533A IL279533A (en) | 2019-03-21 | 2020-12-17 | Creation through artificial intelligence |
Applications Claiming Priority (30)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201962821724P | 2019-03-21 | 2019-03-21 | |
US201962821766P | 2019-03-21 | 2019-03-21 | |
US201962821602P | 2019-03-21 | 2019-03-21 | |
US201962821618P | 2019-03-21 | 2019-03-21 | |
US201962821681P | 2019-03-21 | 2019-03-21 | |
US62/821,618 | 2019-03-21 | ||
US62/821,681 | 2019-03-21 | ||
US62/821,602 | 2019-03-21 | ||
US62/821,766 | 2019-03-21 | ||
US62/821,724 | 2019-03-21 | ||
NL2023311 | 2019-06-14 | ||
NL2023316 | 2019-06-14 | ||
NL2023310 | 2019-06-14 | ||
NL2023314A NL2023314B1 (en) | 2019-03-21 | 2019-06-14 | Artificial intelligence-based quality scoring |
NL2023310A NL2023310B1 (en) | 2019-03-21 | 2019-06-14 | Training data generation for artificial intelligence-based sequencing |
NL2023316A NL2023316B1 (en) | 2019-03-21 | 2019-06-14 | Artificial intelligence-based sequencing |
NL2023314 | 2019-06-14 | ||
NL2023311A NL2023311B9 (en) | 2019-03-21 | 2019-06-14 | Artificial intelligence-based generation of sequencing metadata |
NL2023312A NL2023312B1 (en) | 2019-03-21 | 2019-06-14 | Artificial intelligence-based base calling |
NL2023312 | 2019-06-14 | ||
US16/825,991 | 2020-03-20 | ||
US16/826,126 | 2020-03-20 | ||
US16/826,126 US11783917B2 (en) | 2019-03-21 | 2020-03-20 | Artificial intelligence-based base calling |
US16/825,987 US11347965B2 (en) | 2019-03-21 | 2020-03-20 | Training data generation for artificial intelligence-based sequencing |
US16/826,134 US11676685B2 (en) | 2019-03-21 | 2020-03-20 | Artificial intelligence-based quality scoring |
US16/825,991 US11210554B2 (en) | 2019-03-21 | 2020-03-20 | Artificial intelligence-based generation of sequencing metadata |
US16/826,134 | 2020-03-20 | ||
US16/825,987 | 2020-03-20 | ||
US16/826,168 | 2020-03-21 | ||
US16/826,168 US11436429B2 (en) | 2019-03-21 | 2020-03-21 | Artificial intelligence-based sequencing |
Publications (2)
Publication Number | Publication Date |
---|---|
WO2020191391A2 WO2020191391A2 (fr) | 2020-09-24 |
WO2020191391A3 true WO2020191391A3 (fr) | 2020-12-03 |
Family
ID=72519388
Family Applications (5)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2020/024091 WO2020191390A2 (fr) | 2019-03-21 | 2020-03-21 | Notation de qualité faisant appel à l'intelligence artificielle |
PCT/US2020/024087 WO2020205296A1 (fr) | 2019-03-21 | 2020-03-21 | Génération à base d'intelligence artificielle de métadonnées de séquençage |
PCT/US2020/024088 WO2020191387A1 (fr) | 2019-03-21 | 2020-03-21 | Appel de base à base d'intelligence artificielle |
PCT/US2020/024090 WO2020191389A1 (fr) | 2019-03-21 | 2020-03-21 | Génération de données d'apprentissage pour séquençage à base d'intelligence artificielle |
PCT/US2020/024092 WO2020191391A2 (fr) | 2019-03-21 | 2020-03-22 | Séquençage à base d'intelligence artificielle |
Family Applications Before (4)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
PCT/US2020/024091 WO2020191390A2 (fr) | 2019-03-21 | 2020-03-21 | Notation de qualité faisant appel à l'intelligence artificielle |
PCT/US2020/024087 WO2020205296A1 (fr) | 2019-03-21 | 2020-03-21 | Génération à base d'intelligence artificielle de métadonnées de séquençage |
PCT/US2020/024088 WO2020191387A1 (fr) | 2019-03-21 | 2020-03-21 | Appel de base à base d'intelligence artificielle |
PCT/US2020/024090 WO2020191389A1 (fr) | 2019-03-21 | 2020-03-21 | Génération de données d'apprentissage pour séquençage à base d'intelligence artificielle |
Country Status (1)
Country | Link |
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WO (5) | WO2020191390A2 (fr) |
Families Citing this family (21)
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---|---|---|---|---|
CN110398370B (zh) * | 2019-08-20 | 2021-02-05 | 贵州大学 | 一种基于hts-cnn模型的轴承故障诊断方法 |
CN111883203B (zh) * | 2020-07-03 | 2023-12-29 | 上海厦维医学检验实验室有限公司 | 用于预测pd-1疗效的模型的构建方法 |
US11200446B1 (en) | 2020-08-31 | 2021-12-14 | Element Biosciences, Inc. | Single-pass primary analysis |
CN112598620B (zh) * | 2020-11-25 | 2022-11-15 | 哈尔滨工程大学 | 尿沉渣中透明管型、病理管型以及粘液丝的识别方法 |
CN112629851B (zh) * | 2020-12-11 | 2022-10-25 | 南方海上风电联合开发有限公司 | 基于数据增强方法与图像识别的海上风电机组齿轮箱故障诊断方法 |
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WO2023049212A2 (fr) * | 2021-09-22 | 2023-03-30 | Illumina, Inc. | Appel de base basé sur l'état |
CN114399628B (zh) * | 2021-12-21 | 2024-03-08 | 四川大学 | 复杂空间环境下的绝缘子高效检测系统 |
WO2023115550A1 (fr) | 2021-12-24 | 2023-06-29 | GeneSense Technology Inc. | Procédés et systèmes basés sur l'apprentissage profond pour le séquençage d'acide nucléique |
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WO2023183937A1 (fr) * | 2022-03-25 | 2023-09-28 | Illumina, Inc. | Appel de bases séquence par séquence |
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Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20120020537A1 (en) * | 2010-01-13 | 2012-01-26 | Francisco Garcia | Data processing system and methods |
WO2018129314A1 (fr) * | 2017-01-06 | 2018-07-12 | Illumina, Inc. | Correction de phase |
WO2019079182A1 (fr) * | 2017-10-16 | 2019-04-25 | Illumina, Inc. | Apprentissage semi-supervisé pour l'apprentissage d'un ensemble de réseaux neuronaux à convolution profonde |
WO2019079202A1 (fr) * | 2017-10-16 | 2019-04-25 | Illumina, Inc. | Détection de raccordement aberrant à l'aide de réseaux neuronaux à convolution (cnn) |
WO2019136284A1 (fr) * | 2018-01-05 | 2019-07-11 | Illumina, Inc. | Prédiction de la qualité de résultats de séquençage utilisant des réseaux neuronaux profonds |
WO2019140402A1 (fr) * | 2018-01-15 | 2019-07-18 | Illumina, Inc. | Classificateur de variants basé sur un apprentissage profond |
Family Cites Families (72)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CA2044616A1 (fr) | 1989-10-26 | 1991-04-27 | Roger Y. Tsien | Sequencage de l'adn |
JP2782858B2 (ja) | 1989-10-31 | 1998-08-06 | 松下電器産業株式会社 | スクロール気体圧縮機 |
WO1991006778A1 (fr) | 1989-11-02 | 1991-05-16 | Sundstrand Corporation | Pompe regenerative et procede de refoulement du fluide sous pression |
US5641658A (en) | 1994-08-03 | 1997-06-24 | Mosaic Technologies, Inc. | Method for performing amplification of nucleic acid with two primers bound to a single solid support |
DE69530072T2 (de) | 1994-12-08 | 2004-03-04 | Molecular Dynamics, Sunnyvale | System zur fluoreszenzabbildung unter verwendung eines objektivs mit makroabtastung |
US5528050A (en) | 1995-07-24 | 1996-06-18 | Molecular Dynamics, Inc. | Compact scan head with multiple scanning modalities |
US6327410B1 (en) | 1997-03-14 | 2001-12-04 | The Trustees Of Tufts College | Target analyte sensors utilizing Microspheres |
US6023540A (en) | 1997-03-14 | 2000-02-08 | Trustees Of Tufts College | Fiber optic sensor with encoded microspheres |
US7622294B2 (en) | 1997-03-14 | 2009-11-24 | Trustees Of Tufts College | Methods for detecting target analytes and enzymatic reactions |
WO1998044152A1 (fr) | 1997-04-01 | 1998-10-08 | Glaxo Group Limited | Methode de sequençage d'acide nucleique |
JP2002503954A (ja) | 1997-04-01 | 2002-02-05 | グラクソ、グループ、リミテッド | 核酸増幅法 |
AR021833A1 (es) | 1998-09-30 | 2002-08-07 | Applied Research Systems | Metodos de amplificacion y secuenciacion de acido nucleico |
US20050191698A1 (en) | 1999-04-20 | 2005-09-01 | Illumina, Inc. | Nucleic acid sequencing using microsphere arrays |
US6355431B1 (en) | 1999-04-20 | 2002-03-12 | Illumina, Inc. | Detection of nucleic acid amplification reactions using bead arrays |
EP1923471B1 (fr) | 1999-04-20 | 2012-12-19 | Illumina, Inc. | Détection de réactions d'acide nucléique sur les réseaux à perle |
US6770441B2 (en) | 2000-02-10 | 2004-08-03 | Illumina, Inc. | Array compositions and methods of making same |
CN100462433C (zh) | 2000-07-07 | 2009-02-18 | 维西根生物技术公司 | 实时序列测定 |
WO2002044425A2 (fr) | 2000-12-01 | 2002-06-06 | Visigen Biotechnologies, Inc. | Synthese d'acides nucleiques d'enzymes, et compositions et methodes modifiant la fidelite d'incorporation de monomeres |
AR031640A1 (es) | 2000-12-08 | 2003-09-24 | Applied Research Systems | Amplificacion isotermica de acidos nucleicos en un soporte solido |
GB0127564D0 (en) | 2001-11-16 | 2002-01-09 | Medical Res Council | Emulsion compositions |
US7057026B2 (en) | 2001-12-04 | 2006-06-06 | Solexa Limited | Labelled nucleotides |
US20040002090A1 (en) | 2002-03-05 | 2004-01-01 | Pascal Mayer | Methods for detecting genome-wide sequence variations associated with a phenotype |
WO2004018497A2 (fr) | 2002-08-23 | 2004-03-04 | Solexa Limited | Nucleotides modifies |
CA2513889A1 (fr) | 2003-01-29 | 2004-08-19 | 454 Corporation | Sequencage a double extremite |
DE10320388A1 (de) | 2003-05-06 | 2004-11-25 | Basf Ag | Polymere für die Wasserbehandlung |
WO2005010145A2 (fr) | 2003-07-05 | 2005-02-03 | The Johns Hopkins University | Procede et compositions de detection et d'enumeration de variations genetiques |
GB0321306D0 (en) | 2003-09-11 | 2003-10-15 | Solexa Ltd | Modified polymerases for improved incorporation of nucleotide analogues |
JP2007525571A (ja) | 2004-01-07 | 2007-09-06 | ソレクサ リミテッド | 修飾分子アレイ |
CN101914620B (zh) | 2004-09-17 | 2014-02-12 | 加利福尼亚太平洋生命科学公司 | 核酸测序的方法 |
JP2006156608A (ja) | 2004-11-29 | 2006-06-15 | Hitachi Ltd | 磁気メモリおよびその製造方法 |
CN101076290B (zh) | 2004-12-09 | 2011-11-23 | 铸造品股份有限公司 | 主动脉瓣修复 |
WO2006064199A1 (fr) | 2004-12-13 | 2006-06-22 | Solexa Limited | Procede ameliore de detection de nucleotides |
GB0427236D0 (en) | 2004-12-13 | 2005-01-12 | Solexa Ltd | Improved method of nucleotide detection |
US20060178901A1 (en) | 2005-01-05 | 2006-08-10 | Cooper Kelana L | Home movies television (HMTV) |
JP2006199187A (ja) | 2005-01-21 | 2006-08-03 | Kyowa Sangyo Kk | 車両用サンバイザ |
SE529136C2 (sv) | 2005-01-24 | 2007-05-08 | Volvo Lastvagnar Ab | Styrväxelkylare |
US7144195B1 (en) | 2005-05-20 | 2006-12-05 | Mccoskey William D | Asphalt compaction device |
US7293515B2 (en) | 2005-06-10 | 2007-11-13 | Janome Sewing Machine Co., Ltd. | Embroidery sewing machine |
EP3257949A1 (fr) | 2005-06-15 | 2017-12-20 | Complete Genomics Inc. | Analyse d'acide nucléique par des mélanges aléatoires de fragments non chevauchants |
GB0514936D0 (en) | 2005-07-20 | 2005-08-24 | Solexa Ltd | Preparation of templates for nucleic acid sequencing |
GB0514910D0 (en) | 2005-07-20 | 2005-08-24 | Solexa Ltd | Method for sequencing a polynucleotide template |
GB0517097D0 (en) | 2005-08-19 | 2005-09-28 | Solexa Ltd | Modified nucleosides and nucleotides and uses thereof |
US7405281B2 (en) | 2005-09-29 | 2008-07-29 | Pacific Biosciences Of California, Inc. | Fluorescent nucleotide analogs and uses therefor |
GB0522310D0 (en) | 2005-11-01 | 2005-12-07 | Solexa Ltd | Methods of preparing libraries of template polynucleotides |
US7329860B2 (en) | 2005-11-23 | 2008-02-12 | Illumina, Inc. | Confocal imaging methods and apparatus |
WO2007107710A1 (fr) | 2006-03-17 | 2007-09-27 | Solexa Limited | Procédés isothermiques pour créer des réseaux moléculaires clonales simples |
EP2018622B1 (fr) | 2006-03-31 | 2018-04-25 | Illumina, Inc. | Systèmes pour analyse de séquençage par synthèse |
US7754429B2 (en) | 2006-10-06 | 2010-07-13 | Illumina Cambridge Limited | Method for pair-wise sequencing a plurity of target polynucleotides |
US7414716B2 (en) | 2006-10-23 | 2008-08-19 | Emhart Glass S.A. | Machine for inspecting glass containers |
WO2008051530A2 (fr) | 2006-10-23 | 2008-05-02 | Pacific Biosciences Of California, Inc. | Enzymes polymèrases et réactifs pour le séquençage amélioré d'acides nucléiques |
US8039817B2 (en) | 2008-05-05 | 2011-10-18 | Illumina, Inc. | Compensator for multiple surface imaging |
WO2010003132A1 (fr) | 2008-07-02 | 2010-01-07 | Illumina Cambridge Ltd. | Utilisation de populations de billes dans la fabrication de matrices sur des surfaces |
US8951781B2 (en) | 2011-01-10 | 2015-02-10 | Illumina, Inc. | Systems, methods, and apparatuses to image a sample for biological or chemical analysis |
EP2663656B1 (fr) | 2011-01-13 | 2016-08-24 | Decode Genetics EHF | Variants génétiques comme marqueurs à utiliser dans l'évaluation du risque du cancer de la vessie |
EP2718465B1 (fr) | 2011-06-09 | 2022-04-13 | Illumina, Inc. | Procede de fabrication d'un reseau d'analytes |
EP3305400A3 (fr) | 2011-10-28 | 2018-06-06 | Illumina, Inc. | Système et procédé de fabrication de microréseau |
US8666119B1 (en) | 2011-11-29 | 2014-03-04 | Lucasfilm Entertainment Company Ltd. | Geometry tracking |
EP3366348B1 (fr) | 2012-01-16 | 2023-08-23 | Greatbatch Ltd. | Traversée hermétique co-connectée filtrée emi, condensateur de traversée et ensemble de dérivation pour dispositif médical implantable actif |
BR112014024789B1 (pt) | 2012-04-03 | 2021-05-25 | Illumina, Inc | aparelho de detecção e método para formação de imagem de um substrato |
US9512422B2 (en) | 2013-02-26 | 2016-12-06 | Illumina, Inc. | Gel patterned surfaces |
AU2013382195B2 (en) | 2013-03-13 | 2019-09-19 | Illumina, Inc. | Methods and systems for aligning repetitive DNA elements |
DK3431614T3 (da) | 2013-07-01 | 2021-12-06 | Illumina Inc | Katalysator fri overfladefunktionalisering og polymerpodning |
SI3077943T1 (sl) | 2013-12-03 | 2020-10-30 | Illumina, Inc. | Postopki in sistemi za analiziranje slikovnih podatkov |
US9677132B2 (en) | 2014-01-16 | 2017-06-13 | Illumina, Inc. | Polynucleotide modification on solid support |
CN107002121B (zh) | 2014-09-18 | 2020-11-13 | 亿明达股份有限公司 | 用于分析核酸测序数据的方法和系统 |
JP6759197B2 (ja) | 2014-10-31 | 2020-09-23 | イルミナ ケンブリッジ リミテッド | 新規のポリマーおよびdnaコポリマーコーティング |
GB2549554A (en) * | 2016-04-21 | 2017-10-25 | Ramot At Tel-Aviv Univ Ltd | Method and system for detecting an object in an image |
RU2736384C1 (ru) * | 2017-03-07 | 2020-11-16 | Иллюмина, Инк. | Секвенирование с помощью одиночного источника света и двух оптических каналов |
NL2018852B1 (en) * | 2017-05-05 | 2018-11-14 | Illumina Inc | Optical distortion correction for imaged samples |
JP2020533951A (ja) * | 2017-09-15 | 2020-11-26 | イルミナ インコーポレイテッド | 配列検出システムの調整および較正の特徴 |
WO2019136376A1 (fr) * | 2018-01-08 | 2019-07-11 | Illumina, Inc. | Séquençage à haut débit à détection à semi-conducteur |
US20200251183A1 (en) * | 2018-07-11 | 2020-08-06 | Illumina, Inc. | Deep Learning-Based Framework for Identifying Sequence Patterns that Cause Sequence-Specific Errors (SSEs) |
-
2020
- 2020-03-21 WO PCT/US2020/024091 patent/WO2020191390A2/fr active Application Filing
- 2020-03-21 WO PCT/US2020/024087 patent/WO2020205296A1/fr active Application Filing
- 2020-03-21 WO PCT/US2020/024088 patent/WO2020191387A1/fr active Application Filing
- 2020-03-21 WO PCT/US2020/024090 patent/WO2020191389A1/fr active Application Filing
- 2020-03-22 WO PCT/US2020/024092 patent/WO2020191391A2/fr active Application Filing
Patent Citations (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20120020537A1 (en) * | 2010-01-13 | 2012-01-26 | Francisco Garcia | Data processing system and methods |
WO2018129314A1 (fr) * | 2017-01-06 | 2018-07-12 | Illumina, Inc. | Correction de phase |
WO2019079182A1 (fr) * | 2017-10-16 | 2019-04-25 | Illumina, Inc. | Apprentissage semi-supervisé pour l'apprentissage d'un ensemble de réseaux neuronaux à convolution profonde |
WO2019079202A1 (fr) * | 2017-10-16 | 2019-04-25 | Illumina, Inc. | Détection de raccordement aberrant à l'aide de réseaux neuronaux à convolution (cnn) |
WO2019136284A1 (fr) * | 2018-01-05 | 2019-07-11 | Illumina, Inc. | Prédiction de la qualité de résultats de séquençage utilisant des réseaux neuronaux profonds |
WO2019140402A1 (fr) * | 2018-01-15 | 2019-07-18 | Illumina, Inc. | Classificateur de variants basé sur un apprentissage profond |
Non-Patent Citations (8)
Title |
---|
ANONYMOUS: "MiSeq: Imaging and Base Calling", 1 January 2013 (2013-01-01), XP055669460, Retrieved from the Internet <URL:https://support.illumina.com/content/dam/illumina-support/courses/MiSeq_Imaging_and_Base_Calling/story_content/external_files/MiSeq%20Imaging%20and%20Base%20Calling%20Script.pdf> [retrieved on 20200218] * |
ANONYMOUS: "MiSEQ: Imaging and Base Calling", 1 January 2013 (2013-01-01), XP055669545, Retrieved from the Internet <URL:https://support.illumina.com/training.html> [retrieved on 20200218] * |
ASHLEY CACHO ET AL: "A Comparison of Base-calling Algorithms for Illumina Sequencing Technology", vol. 17, no. 5, 1 September 2016 (2016-09-01), pages 786 - 795, XP009504597, ISSN: 1467-5463, Retrieved from the Internet <URL:https://academic.oup.com/bib/article-abstract/17/5/786/2262186> [retrieved on 20151005], DOI: 10.1093/BIB/BBV088 * |
BO WANG ET AL: "An adaptive decorrelation method removes Illumina DNA base-calling errors caused by crosstalk between adjacent clusters", SCIENTIFIC REPORTS, vol. 7, no. 1, 1 February 2017 (2017-02-01), XP055712768, DOI: 10.1038/srep41348 * |
FRANKA J. RANG ET AL: "From squiggle to basepair: computational approaches for improving nanopore sequencing read accuracy", GENOME BIOLOGY, vol. 19, no. 1, 13 July 2018 (2018-07-13), XP055629288, DOI: 10.1186/s13059-018-1462-9 * |
HYUNGTAE LEE ET AL: "Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search", ARXIV.ORG, CORNELL UNIVERSITY LIBRARY, 201 OLIN LIBRARY CORNELL UNIVERSITY ITHACA, NY 14853, 12 April 2016 (2016-04-12), XP080695042 * |
KAIMING HE ET AL: "Deep Residual Learning for Image Recognition", 2016 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 10 December 2015 (2015-12-10), arXiv, pages 1 - 12, XP055353100, Retrieved from the Internet <URL:https://arxiv.org/abs/1512.03385> [retrieved on 20170309], DOI: 10.1109/CVPR.2016.90 * |
TIM ALBRECHT ET AL: "Deep learning for single-molecule science", NANOTECHNOLOGY, INSTITUTE OF PHYSICS PUBLISHING, GB, vol. 28, no. 42, 18 September 2017 (2017-09-18), pages 423001, XP020320531, ISSN: 0957-4484, [retrieved on 20170918], DOI: 10.1088/1361-6528/AA8334 * |
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WO2020191389A1 (fr) | 2020-09-24 |
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