JP7729827B2 - 人工知能ベースのベースコーラーのためのバスネットワーク - Google Patents

人工知能ベースのベースコーラーのためのバスネットワーク

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Publication number
JP7729827B2
JP7729827B2 JP2022549996A JP2022549996A JP7729827B2 JP 7729827 B2 JP7729827 B2 JP 7729827B2 JP 2022549996 A JP2022549996 A JP 2022549996A JP 2022549996 A JP2022549996 A JP 2022549996A JP 7729827 B2 JP7729827 B2 JP 7729827B2
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JPWO2021168360A5 (https=
JP2023515092A5 (https=
JP2023515092A (ja
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アニンディタ・ダッタ
ジェリー・ベッセル
ドルナ・カシフハギギ
ギャヴィン・デレク・パーナビー
キショール・ジャガナタン
アミラリ・キア
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イルミナ インコーポレイテッド
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    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/23—Clustering techniques
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/0495—Quantised networks; Sparse networks; Compressed networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/06—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons
    • G06N3/063—Physical realisation, i.e. hardware implementation of neural networks, neurons or parts of neurons using electronic means
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; 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
    • G06N3/09—Supervised learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—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]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/762—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using clustering, e.g. of similar faces in social networks
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/764—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using classification, e.g. of video objects
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/7715—Feature extraction, e.g. by transforming the feature space, e.g. multi-dimensional scaling [MDS]; Mappings, e.g. subspace methods
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • 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
    • 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
    • G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • 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
    • G16B30/00—ICT specially adapted for sequence analysis involving nucleotides or amino acids
    • G16B30/20—Sequence assembly
    • 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
    • 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
    • C—CHEMISTRY; METALLURGY
    • C12—BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12Q—MEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68—Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6869—Methods for sequencing

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  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Evolutionary Computation (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • General Physics & Mathematics (AREA)
  • Software Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Biophysics (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Biomedical Technology (AREA)
  • General Engineering & Computer Science (AREA)
  • Databases & Information Systems (AREA)
  • Multimedia (AREA)
  • Computational Linguistics (AREA)
  • Mathematical Physics (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Chemical & Material Sciences (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Biotechnology (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Analytical Chemistry (AREA)
  • Organic Chemistry (AREA)
  • Public Health (AREA)
  • Bioethics (AREA)
  • Epidemiology (AREA)
  • Biodiversity & Conservation Biology (AREA)
  • Zoology (AREA)
  • Wood Science & Technology (AREA)
  • Neurology (AREA)
  • Signal Processing (AREA)
  • Immunology (AREA)
JP2022549996A 2020-02-20 2021-02-19 人工知能ベースのベースコーラーのためのバスネットワーク Active JP7729827B2 (ja)

Priority Applications (1)

Application Number Priority Date Filing Date Title
JP2025135169A JP2025183223A (ja) 2020-02-20 2025-08-14 人工知能ベースのベースコーラーのためのバスネットワーク

Applications Claiming Priority (11)

Application Number Priority Date Filing Date Title
US202062979411P 2020-02-20 2020-02-20
US202062979399P 2020-02-20 2020-02-20
US62/979,411 2020-02-20
US62/979,399 2020-02-20
US17/179,395 US12591780B2 (en) 2020-02-20 2021-02-18 Data compression for artificial intelligence-based base calling
US17/179,395 2021-02-18
US17/180,480 US20210264266A1 (en) 2020-02-20 2021-02-19 Split Architecture for Artificial Intelligence-Based Base Caller
US17/180,513 US12443849B2 (en) 2020-02-20 2021-02-19 Bus network for artificial intelligence-based base caller
US17/180,480 2021-02-19
US17/180,513 2021-02-19
PCT/US2021/018917 WO2021168360A1 (en) 2020-02-20 2021-02-19 Bus network for artificial intelligence-based base caller

Related Child Applications (1)

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JP2025135169A Division JP2025183223A (ja) 2020-02-20 2025-08-14 人工知能ベースのベースコーラーのためのバスネットワーク

Publications (4)

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JP2023515092A JP2023515092A (ja) 2023-04-12
JPWO2021168360A5 JPWO2021168360A5 (https=) 2024-02-29
JP2023515092A5 JP2023515092A5 (https=) 2024-02-29
JP7729827B2 true JP7729827B2 (ja) 2025-08-26

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JP2022549996A Active JP7729827B2 (ja) 2020-02-20 2021-02-19 人工知能ベースのベースコーラーのためのバスネットワーク
JP2022549984A Active JP7646690B2 (ja) 2020-02-20 2021-02-19 人工知能ベースのベースコーラーのための分割アーキテクチャ
JP2022549987A Active JP7704766B2 (ja) 2020-02-20 2021-02-19 人工知能ベースのベースコールのためのデータ圧縮
JP2025135169A Pending JP2025183223A (ja) 2020-02-20 2025-08-14 人工知能ベースのベースコーラーのためのバスネットワーク

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JP2022549984A Active JP7646690B2 (ja) 2020-02-20 2021-02-19 人工知能ベースのベースコーラーのための分割アーキテクチャ
JP2022549987A Active JP7704766B2 (ja) 2020-02-20 2021-02-19 人工知能ベースのベースコールのためのデータ圧縮
JP2025135169A Pending JP2025183223A (ja) 2020-02-20 2025-08-14 人工知能ベースのベースコーラーのためのバスネットワーク

Country Status (11)

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US (3) US12591780B2 (https=)
EP (3) EP4107739B1 (https=)
JP (4) JP7729827B2 (https=)
KR (3) KR20220144373A (https=)
CN (3) CN115398549A (https=)
AU (3) AU2021224872A1 (https=)
BR (2) BR112022016495A2 (https=)
CA (1) CA3168731A1 (https=)
IL (3) IL295587A (https=)
MX (2) MX2022010273A (https=)
WO (3) WO2021168360A1 (https=)

Families Citing this family (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US11210554B2 (en) 2019-03-21 2021-12-28 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
CA3168435A1 (en) 2020-02-20 2021-08-26 Illumina Inc. Artificial intelligence-based many-to-many base calling
US12159212B1 (en) * 2021-02-22 2024-12-03 Xilinx, Inc. Shared depthwise convolution
US11887277B2 (en) * 2021-02-23 2024-01-30 Adobe Inc. Removing compression artifacts from digital images and videos utilizing generative machine-learning models
US20220301657A1 (en) 2021-03-16 2022-09-22 Illumina, Inc. Tile location and/or cycle based weight set selection for base calling
US12243298B2 (en) * 2021-03-16 2025-03-04 Little Angel Medical Inc. System, method and apparatus for obtaining sensitive and specific predictions from deep neural networks
US12050800B2 (en) * 2021-07-01 2024-07-30 Samsung Electronics Co., Ltd. Systems and methods for reordering data in a storage device based on data access patterns
WO2023049215A1 (en) * 2021-09-22 2023-03-30 Illumina, Inc. Compressed state-based base calling
US12412387B2 (en) * 2021-09-22 2025-09-09 Illumina, Inc. State-based base calling
US12585924B2 (en) * 2021-10-27 2026-03-24 Adobe Inc. Causal multi-touch attribution
EP4390863A4 (en) 2022-01-28 2025-01-22 Samsung Electronics Co., Ltd. Server for classifying image and operation method thereof
EP4500539A1 (en) * 2022-03-31 2025-02-05 Illumina, Inc. Machine learning modeling of probe intensity
CN115514375B (zh) * 2022-11-18 2023-03-24 江苏网进科技股份有限公司 一种缓存数据压缩方法

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019091102A (ja) 2017-11-10 2019-06-13 株式会社デンソーアイティーラボラトリ 位置姿勢推定システム及び位置姿勢推定装置
US20190236454A1 (en) 2018-01-24 2019-08-01 Wai Kit Ricky FOK Parallel residual neural network architecture and system and method for training a residual neural network
US20190237160A1 (en) 2018-01-26 2019-08-01 Quantum-Si Incorporated Machine learning enabled pulse and base calling for sequencing devices

Family Cites Families (193)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US197026A (en) 1877-11-13 Improvement in fasteners for meeting-rails of sashes
US741921A (en) 1903-02-04 1903-10-20 John Henry Miller Hopple for cows.
US1414716A (en) 1919-12-12 1922-05-02 Charles G Trosien Gear lock for automobiles
CA2044616A1 (en) 1989-10-26 1991-04-27 Roger Y. Tsien Dna sequencing
US7319019B1 (en) 1991-04-10 2008-01-15 Acorda Therapeutics, Inc. Glial mitogenic factors lacking an N-terminal signal sequence
US6090592A (en) 1994-08-03 2000-07-18 Mosaic Technologies, Inc. Method for performing amplification of nucleic acid on supports
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
JPH10510868A (ja) 1994-12-21 1998-10-20 シエル・インターナシヨネイル・リサーチ・マーチヤツピイ・ベー・ウイ 新規なエポキシ官能性ポリエーテル
US20020055100A1 (en) 1997-04-01 2002-05-09 Kawashima Eric H. Method of nucleic acid sequencing
US6698020B1 (en) 1998-06-15 2004-02-24 Webtv Networks, Inc. Techniques for intelligent video ad insertion
AR021833A1 (es) 1998-09-30 2002-08-07 Applied Research Systems Metodos de amplificacion y secuenciacion de acido nucleico
JP3821267B2 (ja) 1999-01-18 2006-09-13 富士通株式会社 文書画像結合装置、文書画像結合方法及び文書画像結合プログラムを記録した記録媒体
WO2002004680A2 (en) 2000-07-07 2002-01-17 Visigen Biotechnologies, Inc. Real-time sequence determination
US7211414B2 (en) 2000-12-01 2007-05-01 Visigen Biotechnologies, Inc. Enzymatic nucleic acid synthesis: compositions and methods for altering monomer incorporation fidelity
AR031640A1 (es) 2000-12-08 2003-09-24 Applied Research Systems Amplificacion isotermica de acidos nucleicos en un soporte solido
US6794578B2 (en) 2001-03-14 2004-09-21 Sabritec, Inc. Quadrax to twinax conversion apparatus and method
EP1436596A2 (en) 2001-09-28 2004-07-14 Ciencia, Incorporated Compact multiwavelength phase fluorometer
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
JP3861770B2 (ja) 2002-08-21 2006-12-20 ソニー株式会社 信号符号化装置及び方法、信号復号装置及び方法、並びにプログラム及び記録媒体
EP3002289B1 (en) 2002-08-23 2018-02-28 Illumina Cambridge Limited Modified nucleotides for polynucleotide sequencing
AU2003290429A1 (en) 2002-12-25 2004-07-22 Casio Computer Co., Ltd. Optical dna sensor, dna reading apparatus, identification method of dna and manufacturing method of optical dna sensor
US7575865B2 (en) 2003-01-29 2009-08-18 454 Life Sciences Corporation Methods of amplifying and sequencing nucleic acids
US7620648B2 (en) 2003-06-20 2009-11-17 International Business Machines Corporation Universal annotation configuration and deployment
GB0321306D0 (en) 2003-09-11 2003-10-15 Solexa Ltd Modified polymerases for improved incorporation of nucleotide analogues
US7197026B2 (en) 2003-12-23 2007-03-27 Nokia Corporation Method and system for RLP optimization
EP1701785A1 (en) 2004-01-07 2006-09-20 Solexa Ltd. Modified molecular arrays
WO2006006719A1 (en) 2004-07-14 2006-01-19 Matsushita Electric Industrial Co., Ltd. Method for authenticating and executing an application program
WO2006020627A1 (en) 2004-08-11 2006-02-23 Aureon Laboratories, Inc. Systems and methods for automated diagnosis and grading of tissue images
EP1779453A1 (en) 2004-08-17 2007-05-02 LG Electronics, Inc. Fuel cell system
US7315019B2 (en) 2004-09-17 2008-01-01 Pacific Biosciences Of California, Inc. Arrays of optical confinements and uses thereof
US7255419B2 (en) 2004-12-06 2007-08-14 Silverbrook Research Pty Ltd Inkjet printer with arcuately moveable duplex printhead assembly and capping/purging mechanism
WO2006064199A1 (en) 2004-12-13 2006-06-22 Solexa Limited Improved method of nucleotide detection
US7332023B2 (en) 2005-03-07 2008-02-19 Hewlett-Packard Development Company, L.P. Dye-based ink compositions
US7188578B2 (en) 2005-03-29 2007-03-13 Derosa Robert James Cover plate removal tool
US20090081775A1 (en) 2005-05-25 2009-03-26 Stiftesen Unversitetsforskning Bergen Microscope system and screening method for drugs, physical therapies and biohazards
FR2886433B1 (fr) 2005-05-30 2007-09-07 Commissariat Energie Atomique Methode de segmentation d'une sequence d'images tridimensionnelles, notamment en pharmaco-imagerie.
JP5331476B2 (ja) 2005-06-15 2013-10-30 カリダ・ジェノミックス・インコーポレイテッド 遺伝子解析および化学解析用の単分子アレイ
US8344132B2 (en) 2005-06-22 2013-01-01 BioCryst Pharmaceticals, Inc. Methods for the preparation of 9-deazapurine derivatives
GB2428533B (en) 2005-06-24 2007-08-22 Hewlett Packard Development Co Determining data flows in a network
GB0514936D0 (en) 2005-07-20 2005-08-24 Solexa Ltd Preparation of templates for nucleic acid sequencing
GB0517097D0 (en) 2005-08-19 2005-09-28 Solexa Ltd Modified nucleosides and nucleotides and uses thereof
US8231669B2 (en) 2005-09-22 2012-07-31 Boston Scientific Scimed, Inc. Tether guided stent side branch
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
JP4320657B2 (ja) 2005-12-26 2009-08-26 ソニー株式会社 信号処理装置
JP2007199397A (ja) 2006-01-26 2007-08-09 Nikon Corp 顕微鏡装置
WO2007107710A1 (en) 2006-03-17 2007-09-27 Solexa Limited Isothermal methods for creating clonal single molecule arrays
EP3722409A1 (en) 2006-03-31 2020-10-14 Illumina, Inc. Systems and devices for sequence by synthesis analysis
WO2007141931A1 (ja) 2006-05-29 2007-12-13 Panasonic Corporation 複数チップ構成半導体装置、及び半導体検査方法
DE112007001327B4 (de) 2006-06-06 2011-02-10 Mitsubishi Electric Corp. Überschlags-Beurteilungsvorrichtung
US7279891B1 (en) 2006-06-15 2007-10-09 Honeywell International Inc. Permalloy bridge with selectable wafer-anistropy using multiple layers
US7966937B1 (en) 2006-07-01 2011-06-28 Jason Stewart Jackson Non-newtonian projectile
US7414716B2 (en) 2006-10-23 2008-08-19 Emhart Glass S.A. Machine for inspecting glass containers
US20080242560A1 (en) 2006-11-21 2008-10-02 Gunderson Kevin L Methods for generating amplified nucleic acid arrays
US7835871B2 (en) 2007-01-26 2010-11-16 Illumina, Inc. Nucleic acid sequencing system and method
US8401258B2 (en) 2007-03-16 2013-03-19 Sti Medical Systems, Llc Method to provide automated quality feedback to imaging devices to achieve standardized imaging data
US8703422B2 (en) 2007-06-06 2014-04-22 Pacific Biosciences Of California, Inc. Methods and processes for calling bases in sequence by incorporation methods
US8182993B2 (en) 2007-06-06 2012-05-22 Pacific Biosciences Of California, Inc. Methods and processes for calling bases in sequence by incorporation methods
JP5219647B2 (ja) 2008-06-24 2013-06-26 キヤノン株式会社 画像形成装置および画像形成システムならびに画像処理方法
US8407012B2 (en) 2008-07-03 2013-03-26 Cold Spring Harbor Laboratory Methods and systems of DNA sequencing
WO2010019925A1 (en) 2008-08-15 2010-02-18 Brown Technology Partnerships Method and apparatus for estimating body shape
US8175379B2 (en) 2008-08-22 2012-05-08 Adobe Systems Incorporated Automatic video image segmentation
US8392126B2 (en) 2008-10-03 2013-03-05 Illumina, Inc. Method and system for determining the accuracy of DNA base identifications
CN201354430Y (zh) 2008-12-09 2009-12-02 博西华电器（江苏）有限公司 干衣机的冷凝装置
US20100157086A1 (en) 2008-12-15 2010-06-24 Illumina, Inc Dynamic autofocus method and system for assay imager
WO2010138121A1 (en) 2009-05-28 2010-12-02 Hewlett-Packard Development Company, L.P. Image processing
US9524369B2 (en) 2009-06-15 2016-12-20 Complete Genomics, Inc. Processing and analysis of complex nucleic acid sequence data
US8182994B2 (en) 2009-09-15 2012-05-22 Illumina Cambridge Limited Centroid markers for image analysis of high denisty clusters in complex polynucleotide sequencing
US20140152801A1 (en) 2009-10-28 2014-06-05 Alentic Microscience Inc. Detecting and Using Light Representative of a Sample
US9023769B2 (en) 2009-11-30 2015-05-05 Complete Genomics, Inc. cDNA library for nucleic acid sequencing
US8965076B2 (en) 2010-01-13 2015-02-24 Illumina, Inc. Data processing system and methods
US10619195B2 (en) 2010-04-06 2020-04-14 Massachusetts Institute Of Technology Gene-expression profiling with reduced numbers of transcript measurements
EP2569721A4 (en) 2010-05-14 2013-11-27 Datalogic Adc Inc SYSTEMS AND METHODS FOR OBJECT DETECTION USING A LARGE DATABASE
US20110295902A1 (en) 2010-05-26 2011-12-01 Tata Consultancy Service Limited Taxonomic classification of metagenomic sequences
US20120015825A1 (en) 2010-07-06 2012-01-19 Pacific Biosciences Of California, Inc. Analytical systems and methods with software mask
EP2632593B1 (en) 2010-10-27 2021-09-29 Illumina, Inc. Flow cells for biological or chemical analysis
DE102010062341B4 (de) 2010-12-02 2023-05-17 Carl Zeiss Microscopy Gmbh Vorrichtung zur Erhöhung der Tiefendiskriminierung optisch abbildender Systeme
WO2012092515A2 (en) 2010-12-30 2012-07-05 Life Technologies Corporation Methods, systems, and computer readable media for nucleic acid sequencing
US20130060482A1 (en) 2010-12-30 2013-03-07 Life Technologies Corporation Methods, systems, and computer readable media for making base calls in nucleic acid sequencing
AU2012242525B2 (en) 2011-04-14 2015-09-17 Complete Genomics, Inc. Processing and analysis of complex nucleic acid sequence data
CA2859660C (en) 2011-09-23 2021-02-09 Illumina, Inc. Methods and compositions for nucleic acid sequencing
WO2013096692A1 (en) 2011-12-21 2013-06-27 Illumina, Inc. Apparatus and methods for kinetic analysis and determination of nucleic acid sequences
US8660342B2 (en) 2012-01-24 2014-02-25 Telefonica, S.A. Method to assess aesthetic quality of photographs
US8906320B1 (en) 2012-04-16 2014-12-09 Illumina, Inc. Biosensors for biological or chemical analysis and systems and methods for same
JP5837224B2 (ja) 2012-11-14 2015-12-24 三菱電機株式会社 信号処理装置、信号処理方法及び情報読取装置
US10068054B2 (en) 2013-01-17 2018-09-04 Edico Genome, Corp. Bioinformatics systems, apparatuses, and methods executed on an integrated circuit processing platform
AU2013382195B2 (en) 2013-03-13 2019-09-19 Illumina, Inc. Methods and systems for aligning repetitive DNA elements
US10421996B2 (en) 2013-03-14 2019-09-24 Illumina, Inc. Modified polymerases for improved incorporation of nucleotide analogues
MX366703B (es) 2013-03-15 2019-07-22 Incyte Holdings Corp Heterociclos tricíclicos como inhibidores de la proteína bet.
ES2641480T3 (es) 2013-03-15 2017-11-10 Ventana Medical Systems, Inc. Sistema de aprendizaje automático basado en objetos de tejido para puntuación automatizada de portaobjetos digitales completos
EP2994544B1 (en) 2013-05-06 2019-10-02 Pacific Biosciences Of California, Inc. Real-time electronic sequencing
ES2875892T3 (es) 2013-09-20 2021-11-11 Spraying Systems Co Boquilla de pulverización para craqueo catalítico fluidizado
US9299004B2 (en) 2013-10-24 2016-03-29 Adobe Systems Incorporated Image foreground detection
RS60736B1 (sr) 2013-12-03 2020-09-30 Illumina Inc Postupci i sistemi za analizu podataka sa slika
KR102102934B1 (ko) 2013-12-10 2020-04-21 일루미나, 인코포레이티드 생물학적 또는 화학적 분석을 위한 바이오센서들 및 이를 제조하기 위한 방법
EP3084002A4 (en) 2013-12-16 2017-08-23 Complete Genomics, Inc. Basecaller for dna sequencing using machine learning
KR102423682B1 (ko) 2014-01-07 2022-07-20 푼다시오 프리바다 인스티튜트 데 메디시나 프레딕티바 이 페르소나리짜다 델 카세르 이중 가닥 dna 라이브러리 제공 방법 및 메틸화된 시토신의 확인을 위한 시퀀싱 방법
GB201408853D0 (en) 2014-05-19 2014-07-02 Diamond Light Source Ltd Analysis of signals from pixellated detectors of ionizing radiation
US10127448B2 (en) 2014-08-27 2018-11-13 Bae Systems Information And Electronic Systems Integration Inc. Method and system for dismount detection in low-resolution UAV imagery
US10699801B2 (en) 2014-09-12 2020-06-30 Illumina Cambridge Limited Detecting repeat expansions with short read sequencing data
WO2016086744A1 (en) 2014-12-02 2016-06-09 Shanghai United Imaging Healthcare Co., Ltd. A method and system for image processing
CN107735496B (zh) 2014-12-26 2021-05-07 株式会社日立高新技术 核酸分析装置
IL236598A0 (en) 2015-01-05 2015-05-31 Superfish Ltd Image similarity as a function of image weighted image descriptors generated from neural networks
US10410118B2 (en) 2015-03-13 2019-09-10 Deep Genomics Incorporated System and method for training neural networks
EP3286337A4 (en) 2015-04-23 2018-12-12 Cedars-Sinai Medical Center Automated delineation of nuclei for three dimensional (3-d) high content screening
US9836839B2 (en) 2015-05-28 2017-12-05 Tokitae Llc Image analysis systems and related methods
US10061972B2 (en) 2015-05-28 2018-08-28 Tokitae Llc Image analysis systems and related methods
US10185803B2 (en) 2015-06-15 2019-01-22 Deep Genomics Incorporated Systems and methods for classifying, prioritizing and interpreting genetic variants and therapies using a deep neural network
CA2894317C (en) 2015-06-15 2023-08-15 Deep Genomics Incorporated Systems and methods for classifying, prioritizing and interpreting genetic variants and therapies using a deep neural network
WO2016209999A1 (en) 2015-06-22 2016-12-29 Counsyl, Inc. Methods of predicting pathogenicity of genetic sequence variants
CN106434873B (zh) 2015-08-13 2021-08-27 生捷科技控股公司 使核酸分子同步化的方法
US10755810B2 (en) 2015-08-14 2020-08-25 Elucid Bioimaging Inc. Methods and systems for representing, storing, and accessing computable medical imaging-derived quantities
US10176408B2 (en) 2015-08-14 2019-01-08 Elucid Bioimaging Inc. Systems and methods for analyzing pathologies utilizing quantitative imaging
US11094058B2 (en) 2015-08-14 2021-08-17 Elucid Bioimaging Inc. Systems and method for computer-aided phenotyping (CAP) using radiologic images
EP3147650A1 (en) 2015-09-22 2017-03-29 MyCartis N.V. Cross-talk correction in multiplexing analysis of biological sample
US10930372B2 (en) 2015-10-02 2021-02-23 Northrop Grumman Systems Corporation Solution for drug discovery
US10474951B2 (en) 2015-10-23 2019-11-12 Nec Corporation Memory efficient scalable deep learning with model parallelization
WO2017098015A1 (en) 2015-12-10 2017-06-15 Qiagen Gmbh Background compensation
KR102592076B1 (ko) 2015-12-14 2023-10-19 삼성전자주식회사 딥러닝 기반 영상 처리 장치 및 방법, 학습 장치
GB2549554A (en) 2016-04-21 2017-10-25 Ramot At Tel-Aviv Univ Ltd Method and system for detecting an object in an image
JP6953430B2 (ja) 2016-04-22 2021-10-27 イラミーナ インコーポレーテッド ピクセル内における複数部位の発光性造影に使用するためのフォトニック構造をベースとしたデバイス及び組成物、並びにその使用方法
WO2017189469A1 (en) 2016-04-29 2017-11-02 Microsoft Technology Licensing, Llc Trace reconstruction from noisy polynucleotide sequencer reads
US10354747B1 (en) 2016-05-06 2019-07-16 Verily Life Sciences Llc Deep learning analysis pipeline for next generation sequencing
MX2018014856A (es) 2016-06-01 2019-03-07 Quantum Si Inc Llamador de pulso y llamador de base.
US10204084B2 (en) 2016-06-10 2019-02-12 Microsoft Technology Licensing, Llc Activity modeling in email or other forms of communication
US20180107927A1 (en) 2016-06-15 2018-04-19 Deep Genomics Incorporated Architectures for training neural networks using biological sequences, conservation, and molecular phenotypes
WO2018029108A1 (en) 2016-08-08 2018-02-15 F. Hoffmann-La Roche Ag Basecalling for stochastic sequencing processes
US10242113B2 (en) 2016-10-13 2019-03-26 International Business Machines Corporation Modifying messages to be more discoverable on a social network
CN106529424B (zh) 2016-10-20 2019-01-04 中山大学 一种基于选择性搜索算法的车标检测识别方法及系统
WO2018089783A1 (en) 2016-11-11 2018-05-17 University Of South Florida Automated stereology for determining tissue characteristics
EP4567728A1 (en) 2016-12-22 2025-06-11 Ventana Medical Systems, Inc. Computer scoring based on primary stain and immunohistochemistry images
CN110366596A (zh) 2016-12-28 2019-10-22 埃斯库斯生物科技股份公司 用于对复杂异质群落中的完整微生物株系进行分析、确定其功能关系及相互作用以及基于此来识别和合成生物活性改性剂的方法、设备和系统
CN116612818A (zh) 2017-01-06 2023-08-18 伊鲁米那股份有限公司 移相校正
US10844429B2 (en) 2017-01-18 2020-11-24 Illumina, Inc. Methods and systems for generation and error-correction of unique molecular index sets with heterogeneous molecular lengths
US10740880B2 (en) 2017-01-18 2020-08-11 Elucid Bioimaging Inc. Systems and methods for analyzing pathologies utilizing quantitative imaging
NL2018852B1 (en) 2017-05-05 2018-11-14 Illumina Inc Optical distortion correction for imaged samples
BR112019014683A2 (pt) 2017-03-07 2020-02-18 Illumina, Inc. Sequenciamento com dois canais óticos, com fonte de luz única
US10713794B1 (en) 2017-03-16 2020-07-14 Facebook, Inc. Method and system for using machine-learning for object instance segmentation
EP3872187B1 (en) 2017-04-23 2022-09-21 Illumina Cambridge Limited Compositions and methods for improving sample identification in indexed nucleic acid libraries
US11028435B2 (en) 2017-05-01 2021-06-08 Illumina, Inc. Optimal index sequences for multiplex massively parallel sequencing
US10552663B2 (en) 2017-05-02 2020-02-04 Techcyte, Inc. Machine learning classification and training for digital microscopy cytology images
GB201707138D0 (en) 2017-05-04 2017-06-21 Oxford Nanopore Tech Ltd Machine learning analysis of nanopore measurements
ES2989056T3 (es) 2017-05-08 2024-11-25 Illumina Inc Método de secuenciación usando adaptadores cortos universales para la indexación de muestras de polinucleótidos
CN120636518A (zh) 2017-05-12 2025-09-12 密歇根大学董事会 个体和队列药理学表型预测平台
WO2018218103A1 (en) 2017-05-26 2018-11-29 Life Technologies Corporation Methods and systems to detect large rearrangements in brca1/2
CN107178938B (zh) 2017-07-25 2023-02-03 远大空调有限公司 一种自动抽排气系统
US11587644B2 (en) 2017-07-28 2023-02-21 The Translational Genomics Research Institute Methods of profiling mass spectral data using neural networks
WO2019027767A1 (en) 2017-07-31 2019-02-07 Illumina Inc. SEQUENCING SYSTEM COMPRISING AGGREGATION OF MULTIPLEXED BIOLOGICAL SAMPLES
FI3662083T3 (fi) 2017-08-01 2024-11-20 Illumina Inc Geneettisen materiaalin ja kirjastovalmisteen spatiaalinen indeksointi hydrogeelihelmiä ja virtauskennoja käyttämällä
CN107563150B (zh) 2017-08-31 2021-03-19 深圳大学 蛋白质结合位点的预测方法、装置、设备及存储介质
US10706535B2 (en) 2017-09-08 2020-07-07 International Business Machines Corporation Tissue staining quality determination
US11507806B2 (en) 2017-09-08 2022-11-22 Rohit Seth Parallel neural processor for Artificial Intelligence
CA3067230A1 (en) 2017-09-15 2019-03-21 Illumina, Inc. Tuning and calibration features of a sequence-detection system
WO2019061951A1 (zh) 2017-09-28 2019-04-04 崔泽昊 一种洁面仪及其控制方法
WO2019075250A1 (en) 2017-10-11 2019-04-18 Beyond Limits, Inc. ENGINE OF RECOMMENDATIONS FOR A COGNITIVE TANK SYSTEM
US10540591B2 (en) 2017-10-16 2020-01-21 Illumina, Inc. Deep learning-based techniques for pre-training deep convolutional neural networks
WO2019079182A1 (en) 2017-10-16 2019-04-25 Illumina, Inc. SEMI-SUPERVISED APPRENTICESHIP FOR THE LEARNING OF A SET OF NEURONAL NETWORKS WITH DEEP CONVOLUTION
SG11201912745WA (en) 2017-10-16 2020-01-30 Illumina Inc Deep learning-based splice site classification
US20200256856A1 (en) 2017-10-26 2020-08-13 Essenlix Corporation System and methods of image-based assay using crof and machine learning
US20200342955A1 (en) 2017-10-27 2020-10-29 Apostle, Inc. Predicting cancer-related pathogenic impact of somatic mutations using deep learning-based methods
AU2018359670B2 (en) 2017-11-06 2021-08-26 Illumina, Inc. Nucleic acid indexing techniques
WO2019108888A1 (en) 2017-11-30 2019-06-06 The Research Foundation For The State University Of New York SYSTEM AND METHOD TO QUANTIFY TUMOR-INFILTRATING LYMPHOCYTES (TILs) FOR CLINICAL PATHOLOGY ANALYSIS
US10803350B2 (en) 2017-11-30 2020-10-13 Kofax, Inc. Object detection and image cropping using a multi-detector approach
EP3721406B1 (en) 2017-12-05 2024-01-24 Ventana Medical Systems, Inc. Method of computing tumor spatial and inter-marker heterogeneity
US11288576B2 (en) 2018-01-05 2022-03-29 Illumina, Inc. Predicting quality of sequencing results using deep neural networks
US11378544B2 (en) 2018-01-08 2022-07-05 Illumina, Inc. High-throughput sequencing with semiconductor-based detection
CN111699531A (zh) 2018-01-12 2020-09-22 生命科技股份有限公司 通过神经网络进行流空间质量得分预测的方法
IL283427B2 (en) 2018-01-15 2023-10-01 Illumina Inc Identifying variants using Empiric ranking of variants
JP6992590B2 (ja) 2018-02-23 2022-01-13 日本電信電話株式会社 特徴表現装置、特徴表現方法、およびプログラム
US20190318806A1 (en) * 2018-04-12 2019-10-17 Illumina, Inc. Variant Classifier Based on Deep Neural Networks
EP3776337B1 (en) 2018-04-13 2024-09-11 Ventana Medical Systems, Inc. Systems for cell shape estimation
US10649459B2 (en) 2018-04-26 2020-05-12 Zoox, Inc. Data segmentation using masks
CN108830211A (zh) 2018-06-11 2018-11-16 厦门中控智慧信息技术有限公司 基于深度学习的人脸识别方法及相关产品
US12073922B2 (en) 2018-07-11 2024-08-27 Illumina, Inc. Deep learning-based framework for identifying sequence patterns that cause sequence-specific errors (SSEs)
US10635979B2 (en) 2018-07-20 2020-04-28 Google Llc Category learning neural networks
US11446008B2 (en) 2018-08-17 2022-09-20 Tokitae Llc Automated ultrasound video interpretation of a body part with one or more convolutional neural networks
US11600360B2 (en) 2018-08-20 2023-03-07 Microsoft Technology Licensing, Llc Trace reconstruction from reads with indeterminant errors
EP3640837A1 (en) 2018-10-15 2020-04-22 Koninklijke Philips N.V. System for co-registration of medical images using a classifier
CN109559781A (zh) * 2018-10-24 2019-04-02 成都信息工程大学 一种预测dna-蛋白质结合的双向lstm和cnn模型
GB201819378D0 (en) 2018-11-28 2019-01-09 Oxford Nanopore Tech Ltd Analysis of nanopore signal using a machine-learning technique
EP3895171B1 (en) 2018-12-10 2025-07-23 Life Technologies Corporation Deep basecaller for sanger sequencing
US10783632B2 (en) 2018-12-14 2020-09-22 Spectral Md, Inc. Machine learning systems and method for assessment, healing prediction, and treatment of wounds
US11829517B2 (en) 2018-12-20 2023-11-28 Intel Corporation Method and apparatus for trust domain creation and destruction
US10789462B2 (en) 2019-01-15 2020-09-29 International Business Machines Corporation Weakly and fully labeled mammogram classification and localization with a dual branch deep neural network
US11783917B2 (en) 2019-03-21 2023-10-10 Illumina, Inc. Artificial intelligence-based base calling
US11210554B2 (en) 2019-03-21 2021-12-28 Illumina, Inc. Artificial intelligence-based generation of sequencing metadata
SG10201902958PA (en) 2019-04-02 2020-11-27 Accenture Global Solutions Ltd Artificial intelligence based plantable blank spot detection
CN110245685B (zh) 2019-05-15 2022-03-25 清华大学 基因组单位点变异致病性的预测方法、系统及存储介质
US11593649B2 (en) 2019-05-16 2023-02-28 Illumina, Inc. Base calling using convolutions
AU2020276115A1 (en) 2019-05-16 2021-01-07 Illumina, Inc. Systems and devices for characterization and performance analysis of pixel-based sequencing
EP4018365A1 (en) 2019-08-23 2022-06-29 Memorial Sloan Kettering Cancer Center Identifying regions of interest from whole slide images
US11327178B2 (en) 2019-09-06 2022-05-10 Volvo Car Corporation Piece-wise network structure for long range environment perception

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2019091102A (ja) 2017-11-10 2019-06-13 株式会社デンソーアイティーラボラトリ 位置姿勢推定システム及び位置姿勢推定装置
US20190236454A1 (en) 2018-01-24 2019-08-01 Wai Kit Ricky FOK Parallel residual neural network architecture and system and method for training a residual neural network
US20190237160A1 (en) 2018-01-26 2019-08-01 Quantum-Si Incorporated Machine learning enabled pulse and base calling for sequencing devices

Non-Patent Citations (4)

* Cited by examiner, † Cited by third party
Title
Ligeng Zhu et al.，Sparsely Aggregated Convolutional Networks，ECCV_2018, [online]，2018年，pp. 1-16，[取得日 2025.01.23], 取得先 <https://openaccess.thecvf.com/content_ECCV_2018/papers/Ligeng_Zhu_Sparsely_Aggregated_Convolutional_ECCV_2018_paper.pdf>
Renzhuo Wan et al.，Multivariate Temporal Convolutional Network: A Deep Neural Networks Approach for Multivariate Time Series Forecasting，Electronics 2019 8(8)，2019年08月07日，pp. 1-18， [取得日 2025.01.23], 取得先 <https://www.mdpi.com/2079-9292/8/8/876>
長瀬 准平 外，残差スキップ接続の表現力とネットワークの設計，電子情報通信学会技術研究報告 Ｖｏｌ．１１８ Ｎｏ．４７２，2019年02月26日，pp. 9-15
高木 純平 外，自己蒸留によるＤＮＮの蒸留の効率化，電気学会論文誌Ｃ電子・情報・システム部門誌 第１３９巻 第１２号，2019年12月01日，pp. 1509-1516

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