MX2020012899A - Metodos y aparato para la prediccion multimodal utilizando un modelo estadistico entrenado. - Google Patents

Metodos y aparato para la prediccion multimodal utilizando un modelo estadistico entrenado.

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Publication number
MX2020012899A
MX2020012899A MX2020012899A MX2020012899A MX2020012899A MX 2020012899 A MX2020012899 A MX 2020012899A MX 2020012899 A MX2020012899 A MX 2020012899A MX 2020012899 A MX2020012899 A MX 2020012899A MX 2020012899 A MX2020012899 A MX 2020012899A
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MX
Mexico
Prior art keywords
modality
encoders
statistical model
data
methods
Prior art date
Application number
MX2020012899A
Other languages
English (en)
Spanish (es)
Inventor
Henri Lichenstein
Tian Xu
Jonathan M Rothberg
Marylens Hernandez
Michael Meyer
Umut Eser
Original Assignee
Quantum Si Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Quantum Si Inc filed Critical Quantum Si Inc
Publication of MX2020012899A publication Critical patent/MX2020012899A/es

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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
    • G16B20/00—ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • 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
    • 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
    • G16B50/00—ICT programming tools or database systems specially adapted for bioinformatics
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/30—Prediction of properties of chemical compounds, compositions or mixtures
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16C—COMPUTATIONAL CHEMISTRY; CHEMOINFORMATICS; COMPUTATIONAL MATERIALS SCIENCE
    • G16C20/00—Chemoinformatics, i.e. ICT specially adapted for the handling of physicochemical or structural data of chemical particles, elements, compounds or mixtures
    • G16C20/70—Machine learning, data mining or chemometrics
    • 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
    • G16B5/00—ICT specially adapted for modelling or simulations in systems biology, e.g. gene-regulatory networks, protein interaction networks or metabolic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Health & Medical Sciences (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Medical Informatics (AREA)
  • General Health & Medical Sciences (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Evolutionary Biology (AREA)
  • Biotechnology (AREA)
  • Biophysics (AREA)
  • Data Mining & Analysis (AREA)
  • Chemical & Material Sciences (AREA)
  • Databases & Information Systems (AREA)
  • Evolutionary Computation (AREA)
  • Computing Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Artificial Intelligence (AREA)
  • Crystallography & Structural Chemistry (AREA)
  • Software Systems (AREA)
  • Bioethics (AREA)
  • Molecular Biology (AREA)
  • Public Health (AREA)
  • Analytical Chemistry (AREA)
  • Genetics & Genomics (AREA)
  • Epidemiology (AREA)
  • Proteomics, Peptides & Aminoacids (AREA)
  • Physiology (AREA)
  • Image Analysis (AREA)
  • Complex Calculations (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
MX2020012899A 2018-05-30 2019-05-08 Metodos y aparato para la prediccion multimodal utilizando un modelo estadistico entrenado. MX2020012899A (es)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201862678083P 2018-05-30 2018-05-30
US201862678094P 2018-05-30 2018-05-30
PCT/US2019/031260 WO2019231624A2 (en) 2018-05-30 2019-05-08 Methods and apparatus for multi-modal prediction using a trained statistical model

Publications (1)

Publication Number Publication Date
MX2020012899A true MX2020012899A (es) 2021-02-26

Family

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Family Applications (1)

Application Number Title Priority Date Filing Date
MX2020012899A MX2020012899A (es) 2018-05-30 2019-05-08 Metodos y aparato para la prediccion multimodal utilizando un modelo estadistico entrenado.

Country Status (9)

Country Link
EP (1) EP3803884A2 (https=)
JP (1) JP7490576B2 (https=)
KR (1) KR20210018333A (https=)
CN (1) CN112513990A (https=)
AU (1) AU2019276730A1 (https=)
BR (1) BR112020023429A2 (https=)
CA (1) CA3100065A1 (https=)
MX (1) MX2020012899A (https=)
WO (1) WO2019231624A2 (https=)

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CN113869417B (zh) * 2021-09-28 2025-11-14 清华大学 基于自监督和多模态的基因数据模型训练方法及装置
CN113987345A (zh) * 2021-10-27 2022-01-28 北京百度网讯科技有限公司 数据处理的方法、装置、设备、存储介质及程序产品
CN114049930B (zh) * 2021-11-12 2024-07-16 东南大学 一种基于异质网络表示学习的中药药方重定位方法
CN114429787B (zh) * 2021-12-30 2023-04-18 北京百度网讯科技有限公司 组学数据处理方法、装置、电子设备和存储介质
CN114334038B (zh) * 2021-12-31 2024-05-14 杭州师范大学 一种基于异质网络嵌入模型的疾病药物预测方法
CN114613450B (zh) * 2022-03-09 2025-09-19 平安科技（深圳）有限公司 药物分子的性质预测方法、装置、存储介质及计算机设备
CN114626480B (zh) * 2022-03-22 2024-12-13 国网智能电网研究院有限公司 多源异构数据特征提取装置、方法、存储介质及电子设备
WO2023193935A1 (en) * 2022-04-08 2023-10-12 NEC Laboratories Europe GmbH Method and system for predicting gene expression perturbations
KR102841093B1 (ko) * 2022-04-18 2025-07-31 한양대학교 산학협력단 모달리티의 고유 특성을 보존하는 멀티미디어 추천 방법 및 시스템
CN114792573B (zh) * 2022-04-18 2023-02-28 北京百度网讯科技有限公司 药物联用的效果预测方法、模型训练方法、装置及设备
CN118158425A (zh) * 2022-11-30 2024-06-07 华为技术有限公司 图像压缩系统、图像处理方法和编解码方法及电子设备
CN115587257B (zh) * 2022-12-13 2023-04-07 阿里巴巴（中国）有限公司 模型超参数优化方法、存储介质和电子设备
KR20240108318A (ko) * 2022-12-30 2024-07-09 건국대학교 글로컬산학협력단 머신 러닝 기반 메타 분석을 이용하여 계산된 일치된 가중치 연결 점수의 앙상블에 의한 신약 재창출 후보군 예측 방법 및 장치
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WO2024263011A1 (ko) * 2023-06-23 2024-12-26 주식회사 엘지 경영개발원 멀티태스킹 모델 학습 방법 및 이를 기초로 학습된 머신러닝 모델을 이용한 멀티태스킹 수행 방법
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CN118352085B (zh) * 2024-06-14 2024-09-17 之江实验室 基于多时间点多模态脑影像数据的脑疾病病程预测系统
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Also Published As

Publication number Publication date
CA3100065A1 (en) 2019-12-05
EP3803884A2 (en) 2021-04-14
WO2019231624A3 (en) 2020-03-19
AU2019276730A1 (en) 2020-12-10
JP7490576B2 (ja) 2024-05-27
KR20210018333A (ko) 2021-02-17
BR112020023429A2 (pt) 2021-02-23
JP2021526259A (ja) 2021-09-30
WO2019231624A2 (en) 2019-12-05
CN112513990A (zh) 2021-03-16

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