Concepedia

Network-based Precision Medicine

Network-Based Precision Medicine is a computational and biomedical framework that integrates individualized molecular, clinical, and environmental data within network models of disease to identify personalized therapeutic targets and stratify patients based on underlying biological circuitry rather than phenotypic symptoms alone.

48

Publications

3.6K

Citations

345

Authors

176

Institutions

Publications per year

2017–2026

38

Parents

Publications

48

Systems Biology and New Technologies Enable Predictive and Preventative Medicine

Leroy Hood, James R. Heath, Michael E. Phelps et al. · Science · 2004 · 1.1K citations

, , +17

Network pharmacology: towards the artificial intelligence-based precision traditional Chinese medicine

Peng Zhang, Dingfan Zhang, Wuai Zhou et al. · Briefings in Bioinformatics · 2023 · 598 citations · Full text

, , +17

A logical network-based drug-screening platform for Alzheimer’s disease representing pathological features of human brain organoids

Jong‐Chan Park, So‐Yeong Jang, Dongjoon Lee et al. · Nature Communications · 2021 · 218 citations · Full text

, , +13

A network medicine approach to investigation and population-based validation of disease manifestations and drug repurposing for COVID-19

Yadi Zhou, Yuan Hou, Jiayu Shen et al. · PLoS Biology · 2020 · 185 citations · Full text

, , +17

Artificial intelligence and machine learning in precision medicine: A paradigm shift in big data analysis

Mehar Sahu, Rohan Gupta, Rashmi K. Ambasta et al. · Progress in molecular biology and translational science · 2022 · 177 citations

, , +17

1–5 of 48

Authors

345

  1. FC
    Feixiong Cheng

    Cleveland Clinic Lerner College of Medicine, United States

    5 publications · 303 citations

    5

    h-index

  2. CF
    Claudio Fiocchi

    Cleveland Clinic, United States

    4 publications · 251 citations

    4

    h-index

  3. JL
    Joseph Loscalzo

    Brigham and Women's Hospital, United States

    4 publications · 169 citations

    3

    h-index

  4. SC
    Serpil C. Erzurum

    Cleveland Clinic, United States

    3 publications · 234 citations

    3

    h-index

  5. JU
    Jae U. Jung

    University of Southern California, United States

    3 publications · 234 citations

    3

    h-index

1–5 of 345

Institutions

176

  1. Harvard University

    Cambridge, United States

    7 h-index

    30 publications

    1.2K citations

  2. Brigham and Women's Hospital

    Boston, United States

    6 h-index

    25 publications

    1.2K citations

  3. Cleveland Clinic Lerner College of Medicine

    Cleveland, United States

    5 h-index

    54 publications

    4K citations

  4. Case Western Reserve University

    Cleveland, United States

    4 h-index

    38 publications

    2.9K citations

  5. Cleveland Clinic

    Cleveland, United States

    4 h-index

    13 publications

    1.1K citations

  6. University School

    Cleveland, United States

    3 h-index

    4 publications

    419 citations

  7. Neurological Surgery

    Rockville Centre, United States

    2 h-index

    5 publications

    205 citations

  8. University of California, Los Angeles

    Los Angeles, United States

    2 h-index

    5 publications

    4.5K citations

1–8 of 176

Venues

  1. Nature Communications

    3 publications · 346 citations

    3

    h-index

  2. ChemRxiv

    Repository · 2 publications · 49 citations

    2

    h-index

  3. Science Bulletin

    2 publications · 68 citations

    2

    h-index

  4. npj Precision Oncology

    2 publications · 84 citations

    2

    h-index

  5. Journal of the American Medical Informatics Association

    JAMIA · 2 publications · 87 citations

    2

    h-index

1–5