Concepedia

Physiological Data Assimilation

Physiological Data Assimilation is a computational framework that integrates multi-scale physiological measurements with mechanistic models through Bayesian inference to optimally estimate and refine individualized physiological states and parameters.

9

Publications

467

Citations

27

Authors

14

Institutions

Publications per year

2017–2026

3

Parents

Publications

9

Cardiac function estimation from MRI using a heart model and data assimilation: Advances and difficulties

Maxime Sermesant, Philippe Moireau, Óscar Cámara et al. · Medical Image Analysis · 2006 · 148 citations

, , +14

Personalized glucose forecasting for type 2 diabetes using data assimilation

David J. Albers, Matthew E. Levine, Bruce J. Gluckman et al. · PLoS Computational Biology · 2017 · 109 citations · Full text

, , +16

Space Medicine in Project Mercury

Douglas H. Robinson, Mae Mills Link · Technology and Culture · 1966 · 69 citations

, , +17

Mechanistic machine learning: how data assimilation leverages physiologic knowledge using Bayesian inference to forecast the future, infer the present, and phenotype

David J. Albers, Matthew E. Levine, Andrew M. Stuart et al. · Journal of the American Medical Informatics Association · 2018 · 43 citations · Full text

, , +17

The Genesis of Neurosurgery and the Evolution of the Neurosurgical Operative Environment: Part II???Concepts for Future Development, 2003 and Beyond

Charles Y. Liu, Mark A. Spicer, Michael L.J. Apuzzo · Neurosurgery · 2003 · 37 citations

, , +8

1–5 of 9

Authors

27

  1. DJ
    David J. Albers

    Columbia University, United States

    3 publications · 166 citations

    3

    h-index

  2. BJ
    Bruce J. Gluckman

    Pennsylvania State University, United States

    3 publications · 166 citations

    3

    h-index

  3. LM
    Lena Mamykina

    Columbia University, United States

    2 publications · 152 citations

    2

    h-index

  4. ML
    Michael L.J. Apuzzo

    University of Southern California, United States

    2 publications · 47 citations

    2

    h-index

  5. CY
    Charles Y. Liu

    University of Southern California, United States

    2 publications · 47 citations

    2

    h-index

1–5 of 27

Institutions

14

  1. California Institute of Technology

    Pasadena, United States

    3 h-index

    7 publications

    184 citations

  2. Pennsylvania State University

    State College, United States

    3 h-index

    4 publications

    180 citations

  3. Columbia University

    New York, United States

    3 h-index

    10 publications

    731 citations

  4. Neurological Surgery

    Rockville Centre, United States

    2 h-index

    6 publications

    141 citations

  5. University of Southern California

    Los Angeles, United States

    2 h-index

    6 publications

    141 citations

  6. Creative Technologies (United States)

    Los Angeles, United States

    2 h-index

    6 publications

    141 citations

  7. University of Leeds

    Leeds, United Kingdom

    1 h-index

    2 publications

    38 citations

  8. Northeast Ohio Medical University

    Ravenna, United States

    1 h-index

    3 publications

    54 citations

1–8 of 14

Venues

  1. Neurosurgery

    2 publications · 47 citations

    2

    h-index

  2. Medical Image Analysis

    1 publications · 148 citations

    1

    h-index

  3. Technology and Culture

    1 publications · 69 citations

    1

    h-index

  4. AJP Advances in Physiology Education

    1 publications · 18 citations

    1

    h-index

  5. Transport Reviews

    1 publications · 19 citations

    1

    h-index

1–5