A multiscale approach for biomedical machine learning

被引：0
|
作者：
不详
机构：
来源：
NATURE MACHINE INTELLIGENCE | 2024年 / 6卷 / 09期
关键词：
Compendex;
D O I：
10.1038/s42256-024-00907-6
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
New multi-modal AI methods fuse different biological data types that span multiple scales, offering promising clinical utility.
引用
收藏
页码：989 / 989
页数：1
相关论文
共 50 条
  • [1] A machine learning approach for the curation of biomedical literature
    Shi, M
    Edwin, DS
    Menon, R
    Shen, LX
    Lim, JYK
    Loh, HT
    Keerthi, SS
    Ong, CJ
    ADVANCES IN INFORMATION RETRIEVAL, 2003, 2633 : 597 - 604
  • [2] Multiscale processing of loss of metal: a machine learning approach
    De Masi, G.
    Gentile, M.
    Vichi, R.
    Bruschi, R.
    Gabetta, G.
    FRONTIERS IN THEORETICAL AND APPLIED PHYSICS/UAE 2017 (FTAPS 2017), 2017, 869
  • [3] Recognizing names in biomedical texts: a machine learning approach
    Zhou, GD
    Zhang, J
    Su, J
    Shen, D
    Tan, CL
    BIOINFORMATICS, 2004, 20 (07) : 1178 - 1190
  • [4] DeepBND: A machine learning approach to enhance multiscale solid mechanics
    Rocha, Felipe
    Deparis, Simone
    Antolin, Pablo
    Buffa, Annalisa
    JOURNAL OF COMPUTATIONAL PHYSICS, 2023, 479
  • [5] GLIMPS: A Machine Learning Approach to Resolution Transformation for Multiscale Modeling
    Louison, Keverne A.
    Dryden, Ian L.
    Laughton, Charles A.
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2021, 17 (12) : 7930 - 7937
  • [6] Integrating machine learning and multiscale modeling—perspectives, challenges, and opportunities in the biological, biomedical, and behavioral sciences
    Mark Alber
    Adrian Buganza Tepole
    William R. Cannon
    Suvranu De
    Salvador Dura-Bernal
    Krishna Garikipati
    George Karniadakis
    William W. Lytton
    Paris Perdikaris
    Linda Petzold
    Ellen Kuhl
    npj Digital Medicine, 2
  • [7] A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis
    Fanizzi, Annarita
    Basile, Teresa M. A.
    Losurdo, Liliana
    Bellotti, Roberto
    Bottigli, Ubaldo
    Dentamaro, Rosalba
    Didonna, Vittorio
    Fausto, Alfonso
    Massafra, Raffaella
    Moschetta, Marco
    Popescu, Ondina
    Tamborra, Pasquale
    Tangaro, Sabina
    La Forgia, Daniele
    BMC BIOINFORMATICS, 2020, 21 (Suppl 2)
  • [8] A machine learning approach for efficient uncertainty quantification using multiscale methods
    Chan, Shing
    Elsheikh, Ahmed H.
    JOURNAL OF COMPUTATIONAL PHYSICS, 2018, 354 : 493 - 511
  • [9] A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis
    Annarita Fanizzi
    Teresa M. A. Basile
    Liliana Losurdo
    Roberto Bellotti
    Ubaldo Bottigli
    Rosalba Dentamaro
    Vittorio Didonna
    Alfonso Fausto
    Raffaella Massafra
    Marco Moschetta
    Ondina Popescu
    Pasquale Tamborra
    Sabina Tangaro
    Daniele La Forgia
    BMC Bioinformatics, 21
  • [10] A CRF based Machine Learning Approach for Biomedical Named Entity Recognition
    Kanimozhi, U.
    Manjula, D.
    2017 SECOND INTERNATIONAL CONFERENCE ON RECENT TRENDS AND CHALLENGES IN COMPUTATIONAL MODELS (ICRTCCM), 2017, : 335 - 342
12345