Concepedia

Trajectory-based Phenotyping

Trajectory-Based Phenotyping is an unsupervised phenotype discovery method that clusters individuals into distinct clinical subgroups based on the temporal patterns of their symptom trajectories rather than on static or cross-sectional characteristics.

36

Publications

1.5K

Citations

273

Authors

176

Institutions

Publications per year

2017–2026

26

Parents

Publications

36

Twelve-year clinical trajectories of multimorbidity in a population of older adults

Davide Liborio Vetrano, Albert Roso‐Llorach, Sergio Fernández et al. · Nature Communications · 2020 · 209 citations · Full text

, , +16

Categorising trajectories and individual item changes of the North Star Ambulatory Assessment in patients with Duchenne muscular dystrophy

Francesco Muntoni, Joana Domingos, Adnan Y. Manzur et al. · PLoS ONE · 2019 · 103 citations · Full text

, , +15

Clustering Longitudinal Clinical Marker Trajectories from Electronic Health Data: Applications to Phenotyping and Endotype Discovery

Peter Schulam, Fredrick M. Wigley, Suchi Saria · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 96 citations · Full text

, , +16

Sepsis subphenotyping based on organ dysfunction trajectory

Zhenxing Xu, Chengsheng Mao, Chang Su et al. · Critical Care · 2022 · 91 citations · Full text

, , +16

Using a Bayesian latent growth curve model to identify trajectories of positive affect and negative events following myocardial infarction

Michael R. Elliott, Joseph J. Gallo, Hillary R. Bogner et al. · Biostatistics · 2004 · 78 citations · Full text

, , +17

1–5 of 36

Authors

273

  1. JD
    Jeffrey D. Long

    University of Iowa, United States

    2 publications · 44 citations

    2

    h-index

  2. YL
    Yuan Luo

    Northwestern University, United States

    2 publications · 136 citations

    2

    h-index

  3. SS
    Suchi Saria

    Johns Hopkins University, United States

    1 publications · 96 citations

    1

    h-index

  4. JA
    John A. Herring

    Texas Scottish Rite Hospital for Children, United States

    1 publications · 16 citations

    1

    h-index

  5. SL
    Scott L. Weiss

    Children's Hospital of Philadelphia, United States

    1 publications · 45 citations

    1

    h-index

1–5 of 273

Institutions

176

  1. Johns Hopkins University

    Baltimore, United States

    4 h-index

    9 publications

    418 citations

  2. University of Pennsylvania

    Philadelphia, United States

    3 h-index

    8 publications

    463 citations

  3. University of Toronto

    Toronto, Canada

    2 h-index

    6 publications

    144 citations

  4. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    2 h-index

    3 publications

    73 citations

  5. University of Washington

    Seattle, United States

    2 h-index

    2 publications

    82 citations

  6. Karolinska Institutet

    Stockholm, Sweden

    2 h-index

    7 publications

    890 citations

  7. Cincinnati Children's Hospital Medical Center

    Cincinnati, United States

    2 h-index

    2 publications

    59 citations

  8. Universitat Autònoma de Barcelona

    Cerdanyola del Vallès, Spain

    2 h-index

    6 publications

    914 citations

1–8 of 176

Venues

  1. Nature Communications

    2 publications · 242 citations

    2

    h-index

  2. Scientific Reports

    2 publications · 49 citations

    2

    h-index

  3. PLoS ONE

    2 publications · 148 citations

    2

    h-index

  4. Big Data

    1 publications · 67 citations

    1

    h-index

  5. Critical Care

    CC · 1 publications · 91 citations

    1

    h-index

1–5