Concepedia

Longitudinal Phenotype Modeling

Longitudinal Phenotype Modeling is a methodological framework within electronic health record phenotyping that systematically characterizes the temporal evolution of phenotypic traits over time to enhance supervised classification accuracy through dynamic, time-aware feature representations.

35

Publications

1.2K

Citations

576

Authors

150

Institutions

Publications per year

2017–2026

24

Parents

Publications

35

Temporal Phenotyping from Longitudinal Electronic Health Records

Chuanren Liu, Fei Wang, Jianying Hu et al. · 2015 · 154 citations

, , +16

Multi-Omic Biological Age Estimation and Its Correlation With Wellness and Disease Phenotypes: A Longitudinal Study of 3,558 Individuals

John C. Earls, Noa Rappaport, Laura Heath et al. · The Journals of Gerontology Series A · 2019 · 150 citations · Full text

, , +16

Self-paced timing detects and tracks change in prodromal Huntington disease.

Kelly Rowe, Jane S. Paulsen, Douglas R. Langbehn et al. · Neuropsychology · 2010 · 85 citations

, , +14

Identification of associations between genotypes and longitudinal phenotypes via temporally-constrained group sparse canonical correlation analysis

Xiaoke Hao, Chanxiu Li, Jingwen Yan et al. · Bioinformatics · 2017 · 56 citations · Full text

, , +15

Predicting alcohol use disorder remission: a longitudinal multimodal multi-featured machine learning approach

Sivan Kinreich, Vivia V. McCutcheon, Jacquelyn L. Meyers et al. · Translational Psychiatry · 2021 · 56 citations · Full text

, , +17

1–5 of 35

Authors

576

  1. XY
    Xiaohui Yao

    Jiangsu University of Science and Technology, China

    2 publications · 68 citations

    2

    h-index

  2. GS
    Gilbert S. Omenn

    University of Michigan, United States

    3 publications · 198 citations

    2

    h-index

  3. AJ
    Andrew J. Saykin

    Indiana University – Purdue University Indianapolis, United States

    2 publications · 68 citations

    2

    h-index

  4. SL
    Shannon L. Risacher

    Indiana University – Purdue University Indianapolis, United States

    2 publications · 68 citations

    2

    h-index

  5. JY
    Jingwen Yan

    Indiana University – Purdue University Indianapolis, United States

    2 publications · 68 citations

    2

    h-index

1–5 of 576

Institutions

150

  1. Harvard University

    Cambridge, United States

    4 h-index

    10 publications

    346 citations

  2. University of Michigan

    Ann Arbor, United States

    3 h-index

    4 publications

    225 citations

  3. University of California, San Francisco

    San Francisco, United States

    3 h-index

    6 publications

    180 citations

  4. Indiana University – Purdue University Indianapolis

    Indianapolis, United States

    3 h-index

    15 publications

    488 citations

  5. German Center for Diabetes Research

    Munich, Germany

    2 h-index

    7 publications

    146 citations

  6. University of Southern California

    Los Angeles, United States

    2 h-index

    2 publications

    92 citations

  7. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    11 publications

    234 citations

  8. University of Washington

    Seattle, United States

    2 h-index

    14 publications

    708 citations

1–8 of 150

Venues

  1. American Journal of Respiratory and Critical Care Medicine

    AJRCCM · 4 publications · 159 citations

    4

    h-index

  2. Scientific Reports

    2 publications · 46 citations

    2

    h-index

  3. BMC Genetics

    2 publications · 22 citations

    2

    h-index

  4. Diabetes

    1 publications · 18 citations

    1

    h-index

  5. Diabetic Medicine

    1 publications · 19 citations

    1

    h-index

1–5