Concepedia

Predictive Biomarker Modeling

Predictive Biomarker Modeling is a computational or statistical framework that identifies and validates biomarkers to prospectively stratify patients based on their anticipated therapeutic response within personalized immunotherapy regimens.

180

Publications

8.9K

Citations

1.8K

Authors

709

Institutions

Publications per year

2017–2026

128

Parents

Publications

180

Identification of Predictive Biomarkers for Cytokine Release Syndrome after Chimeric Antigen Receptor T-cell Therapy for Acute Lymphoblastic Leukemia

David T. Teachey, Simon F. Lacey, Pamela A. Shaw et al. · Cancer Discovery · 2016 · 1.1K citations · Full text

, , +17

ImmunoScore Signature

Yuming Jiang, Qi Zhang, Yanfeng Hu et al. · Annals of Surgery · 2016 · 507 citations

, , +17

Clinical Trial Designs for Predictive Biomarker Validation: Theoretical Considerations and Practical Challenges

Sumithra J. Mandrekar, Daniel J. Sargent · Journal of Clinical Oncology · 2009 · 396 citations · Full text

, , +17

MAGIC biomarkers predict long-term outcomes for steroid-resistant acute GVHD

Hannah Major-Monfried, Anne S. Renteria, Attaphol Pawarode et al. · Blood · 2018 · 210 citations · Full text

, , +13

Multi-omics prediction of immune-related adverse events during checkpoint immunotherapy

Ying Jing, Jin Liu, Youqiong Ye et al. · Nature Communications · 2020 · 208 citations · Full text

, , +17

1–5 of 180

Authors

1.8K

  1. YH
    Ying Huang

    Fred Hutch Cancer Center, United States

    3 publications · 159 citations

    3

    h-index

  2. LT
    Lorenzo Trippa

    Dana-Farber Cancer Institute, United States

    3 publications · 187 citations

    3

    h-index

  3. JL
    James L.M. Ferrara

    University of Michigan, United States

    2 publications · 319 citations

    2

    h-index

  4. DW
    Daniela Weber

    University Hospital Regensburg, Germany

    2 publications · 319 citations

    2

    h-index

  5. PP
    Purvi Parikh

    Incell Corporation (United States), United States

    2 publications · 218 citations

    2

    h-index

1–5 of 1.8K

Institutions

709

  1. Sun Yat-sen University

    Guangzhou, China

    10 h-index

    61 publications

    3.8K citations

  2. Sun Yat-sen University Cancer Center

    Guangzhou, China

    9 h-index

    53 publications

    2K citations

  3. University of Michigan

    Ann Arbor, United States

    9 h-index

    16 publications

    1.1K citations

  4. Harvard University

    Cambridge, United States

    7 h-index

    19 publications

    1.2K citations

  5. Dana-Farber Cancer Institute

    Boston, United States

    6 h-index

    44 publications

    3.3K citations

  6. Icahn School of Medicine at Mount Sinai

    New York, United States

    5 h-index

    51 publications

    4.2K citations

  7. Cornell University

    Ithaca, United States

    5 h-index

    26 publications

    518 citations

  8. Fred Hutch Cancer Center

    Seattle, United States

    5 h-index

    11 publications

    620 citations

1–8 of 709

Venues

  1. Frontiers in Immunology

    14 publications · 627 citations

    13

    h-index

  2. Scientific Reports

    8 publications · 192 citations

    8

    h-index

  3. Biometrics

    7 publications · 284 citations

    7

    h-index

  4. Clinical Cancer Research

    5 publications · 327 citations

    5

    h-index

  5. PLoS ONE

    4 publications · 131 citations

    4

    h-index

1–5