Concepedia

Machine Learning Drug Repurposing

Machine Learning Drug Repurposing is a computational methodology that applies machine learning algorithms to identify novel therapeutic uses for existing drugs by analyzing biological, chemical, and clinical data, distinguishing it from traditional drug discovery through its reliance on predictive modeling and data-driven inference.

176

Publications

12.1K

Citations

842

Authors

410

Institutions

Publications per year

2017–2026

162

Parents

Publications

176

Deep Learning Applications for Predicting Pharmacological Properties of Drugs and Drug Repurposing Using Transcriptomic Data

Alexander Aliper, Sergey Plis, Artem V. Artemov et al. · Molecular Pharmaceutics · 2016 · 605 citations · Full text

, , +12

Exploiting machine learning for end-to-end drug discovery and development

Sean Ekins, Ana C. Puhl, Kimberley M. Zorn et al. · Nature Materials · 2019 · 566 citations · Full text

, , +11

How artificial intelligence is changing drug discovery

Nic Fleming · Nature · 2018 · 543 citations · Full text

, , +13

Drug repurposing from an academic perspective

Tudor I. Oprea, Julie E. Bauman, Cristian Bologa et al. · Drug Discovery Today Therapeutic Strategies · 2011 · 369 citations

, , +10

Drug repositioning: a machine-learning approach through data integration

Francesco Napolitano, Yan Zhao, Vânia M. Moreira et al. · Journal of Cheminformatics · 2013 · 352 citations · Full text

, , +16

1–5 of 176

Authors

842

  1. SE
    Sean Ekins

    Collaborations Pharmaceuticals (United States), United States

    6 publications · 1K citations

    6

    h-index

  2. TR
    Thomas R. Lane

    Collaborations Pharmaceuticals (United States), United States

    4 publications · 672 citations

    4

    h-index

  3. KH
    Kexin Huang

    Harvard University, United States

    4 publications · 224 citations

    4

    h-index

  4. DC
    Dongsheng Cao

    Central South University, China

    4 publications · 308 citations

    4

    h-index

  5. KM
    Kimberley M. Zorn

    Collaborations Pharmaceuticals (United States), United States

    4 publications · 672 citations

    4

    h-index

1–5 of 842

Institutions

410

  1. Cornell University

    Ithaca, United States

    7 h-index

    12 publications

    533 citations

  2. Collaborations Pharmaceuticals (United States)

    Raleigh, United States

    6 h-index

    25 publications

    4.6K citations

  3. University of North Carolina at Chapel Hill

    Chapel Hill, United States

    5 h-index

    12 publications

    1.2K citations

  4. Case Western Reserve University

    Cleveland, United States

    5 h-index

    13 publications

    817 citations

  5. Academy of Scientific and Innovative Research

    Ghaziabad, India

    5 h-index

    20 publications

    724 citations

  6. Indian Institute of Chemical Technology

    Hyderabad, India

    4 h-index

    8 publications

    497 citations

  7. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    13 publications

    673 citations

  8. Harvard University

    Cambridge, United States

    4 h-index

    20 publications

    4.1K citations

1–8 of 410

Venues

  1. Methods in molecular biology

    Book series · 9 publications · 247 citations

    9

    h-index

  2. Computers in Biology and Medicine

    6 publications · 194 citations

    6

    h-index

  3. Briefings in Bioinformatics

    6 publications · 514 citations

    5

    h-index

  4. Nature Machine Intelligence

    4 publications · 903 citations

    4

    h-index

  5. bioRxiv (Cold Spring Harbor Laboratory)

    Repository · 4 publications · 211 citations

    4

    h-index

1–5