Concepedia

Drug Interaction Machine Learning

Drug Interaction Machine Learning is a computational methodology that employs machine learning techniques to predict, analyze, or characterize interactions between drugs by modeling pharmacological, biological, or clinical data within the domain of drug-drug interaction informatics.

101

Publications

5.8K

Citations

440

Authors

224

Institutions

Publications per year

2017–2026

84

Parents

Publications

101

A multimodal deep learning framework for predicting drug–drug interaction events

Yifan Deng, Xinran Xu, Yang Qiu et al. · Bioinformatics · 2020 · 435 citations

, , +16

Machine learning-based prediction of drug–drug interactions by integrating drug phenotypic, therapeutic, chemical, and genomic properties

Feixiong Cheng, Zhongming Zhao · Journal of the American Medical Informatics Association · 2014 · 382 citations · Full text

, , +17

Drug-Drug Interaction Extraction via Convolutional Neural Networks

Shengyu Liu, Buzhou Tang, Qingcai Chen et al. · Computational and Mathematical Methods in Medicine · 2016 · 270 citations · Full text

, , +12

Extracting drug–drug interactions from literature using a rich feature-based linear kernel approach

Sun Kim, Haibin Liu, Lana Yeganova et al. · Journal of Biomedical Informatics · 2015 · 182 citations · Full text

, , +17

Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity

Narjes Rohani, Changiz Eslahchi · Scientific Reports · 2019 · 172 citations · Full text

, , +14

1–5 of 101

Authors

440

  1. LC
    Lei Chen

    Shanghai Maritime University, China

    5 publications · 227 citations

    5

    h-index

  2. NQ
    Nguyen Quoc Khanh Le

    Taipei Medical University, Taiwan

    5 publications · 365 citations

    4

    h-index

  3. YC
    Yu‐Dong Cai

    Shanghai University, China

    3 publications · 116 citations

    3

    h-index

  4. YQ
    Yang Qiu

    Huazhong Agricultural University, China

    3 publications · 580 citations

    3

    h-index

  5. TH
    Tao Huang

    Shanghai Institutes for Biological Sciences, China

    3 publications · 181 citations

    3

    h-index

1–5 of 440

Institutions

224

  1. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    15 publications

    998 citations

  2. Shanghai Maritime University

    Shanghai, China

    5 h-index

    10 publications

    471 citations

  3. Harbin Institute of Technology

    Harbin, China

    4 h-index

    8 publications

    1.3K citations

  4. Shanghai Institutes for Biological Sciences

    Shanghai, China

    4 h-index

    9 publications

    580 citations

  5. Huazhong Agricultural University

    Wuhan, China

    4 h-index

    17 publications

    3.6K citations

  6. University of Michigan

    Ann Arbor, United States

    4 h-index

    16 publications

    529 citations

  7. Shanghai Institute of Materia Medica

    Pudong, China

    4 h-index

    5 publications

    269 citations

  8. Taipei Medical University

    Taipei, Taiwan

    4 h-index

    13 publications

    1K citations

1–8 of 224

Venues

  1. BMC Bioinformatics

    9 publications · 451 citations

    9

    h-index

  2. Briefings in Bioinformatics

    6 publications · 550 citations

    6

    h-index

  3. Scientific Reports

    6 publications · 486 citations

    6

    h-index

  4. PLoS ONE

    3 publications · 177 citations

    3

    h-index

  5. 3

    h-index

1–5