Concepedia

Phenotype Classifier Evaluation

Phenotype Classifier Evaluation is a scholarly methodological framework that systematically assesses the performance, reliability, and generalizability of supervised computational models designed to categorize phenotypic manifestations from biomedical data.

15

Publications

746

Citations

149

Authors

65

Institutions

Publications per year

2017–2026

8

Parents

Publications

15

Epismoker: A Robust Classifier to Determine Smoking Status from DNA Methylation Data

Sailalitha Bollepalli, Tellervo Korhonen, Jaakko Kaprio et al. · Epigenomics · 2019 · 186 citations

, , +17

A New Perspective on V3 Phenotype Prediction

Satish K. Pillai, Benjamin M. Good, Douglas D. Richman et al. · AIDS Research and Human Retroviruses · 2003 · 126 citations

, , +17

Advanced Cell Classifier: User-Friendly Machine-Learning-Based Software for Discovering Phenotypes in High-Content Imaging Data

Filippo Piccinini, Tamás Balassa, Ábel Szkalisity et al. · Cell Systems · 2017 · 92 citations · Full text

, , +16

A Machine-Learning Framework to Identify Distinct Phenotypes of Aortic Stenosis Severity

Partho P. Sengupta, Sirish Shrestha, Nobuyuki Kagiyama et al. · JACC. Cardiovascular imaging · 2021 · 87 citations · Full text

, , +16

Heart Failure with Preserved Ejection Fraction Phenogroup Classification Using Machine Learning

Atsushi Kyodo, Koshiro Kanaoka, Ayaka Keshi et al. · ESC Heart Failure · 2023 · 46 citations · Full text

, , +16

1–5 of 15

Authors

149

  1. PH
    Péter Horváth

    HUN-REN Szegedi Biológiai Kutatóközpont, Hungary

    1 publications · 92 citations

    1

    h-index

  2. TK
    Tellervo Korhonen

    University of Helsinki, Finland

    1 publications · 186 citations

    1

    h-index

  3. MS
    Mylène Shen

    Université Laval, Canada

    1 publications · 87 citations

    1

    h-index

  4. MS
    Martin Seneviratne

    Stanford University, United States

    1 publications · 25 citations

    1

    h-index

  5. DI
    Diamantis I. Tsilimigras

    The Ohio State University Wexner Medical Center, United States

    1 publications · 30 citations

    1

    h-index

1–5 of 149

Institutions

65

  1. Stanford University

    Stanford, United States

    3 h-index

    6 publications

    158 citations

  2. University of Helsinki

    Helsinki, Finland

    2 h-index

    9 publications

    1.3K citations

  3. Finland University

    Helsinki, Finland

    2 h-index

    9 publications

    1.3K citations

  4. Institute for Molecular Medicine Finland

    Helsinki, Finland

    2 h-index

    9 publications

    1.3K citations

  5. Genome British Columbia

    Vancouver, Canada

    2 h-index

    5 publications

    164 citations

  6. University of Ottawa

    Ottawa, Canada

    2 h-index

    2 publications

    117 citations

  7. Case Western Reserve University

    Cleveland, United States

    1 h-index

    2 publications

    72 citations

  8. National Heart Centre Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    87 citations

1–8 of 65

Venues

  1. Annals of Surgical Oncology

    1 publications · 30 citations

    1

    h-index

  2. Advances in Bioinformatics

    1 publications · 12 citations

    1

    h-index

  3. Journal of Biomedical Informatics

    1 publications · 27 citations

    1

    h-index

  4. Journal of Medical Systems

    1 publications · 11 citations

    1

    h-index

  5. Cell Biology and Toxicology

    1 publications · 13 citations

    1

    h-index

1–5