Concepedia

Medication Recommendation

Medication Recommendation is a patient-specific clinical decision support method that generates individualized pharmaceutical treatment suggestions by analyzing patient data in conjunction with medical knowledge, distinguished from general prescribing guidelines through its adaptive, data-driven personalization to unique patient profiles.

231

Publications

9.4K

Citations

1.1K

Authors

503

Institutions

Publications per year

2017–2026

118

Parents

Publications

231

GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination

Junyuan Shang, Cao Xiao, Tengfei Ma et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 299 citations · Full text

, , +14

Pre-training of Graph Augmented Transformers for Medication Recommendation

Junyuan Shang, Tengfei Ma, Cao Xiao et al. · 2019 · 294 citations · Full text

, , +17

Recommender systems in the healthcare domain: state-of-the-art and research issues

Thi Ngoc Trang Tran, Alexander Felfernig, Christoph Trattner et al. · Journal of Intelligent Information Systems · 2020 · 291 citations · Full text

, , +7

The ‘Wise List’– A Comprehensive Concept to Select, Communicate and Achieve Adherence to Recommendations of Essential Drugs in Ambulatory Care in Stockholm

Lars L. Gustafsson, Björn Wettermark, Brian Godman et al. · Basic & Clinical Pharmacology & Toxicology · 2011 · 226 citations

, , +15

The use of sequential pattern mining to predict next prescribed medications

Aileen P. Wright, Allison B. McCoy, Dean F. Sittig · Journal of Biomedical Informatics · 2014 · 180 citations

, , +12

1–5 of 231

Authors

1.1K

  1. TM
    Tengfei Ma

    IBM (United States), United States

    5 publications · 666 citations

    5

    h-index

  2. JS
    Jimeng Sun

    Georgia Institute of Technology, United States

    4 publications · 629 citations

    4

    h-index

  3. CX
    Cao Xiao

    Georgia Institute of Technology, United States

    4 publications · 629 citations

    4

    h-index

  4. KY
    Kuo Yang

    Beijing Jiaotong University, China

    4 publications · 201 citations

    4

    h-index

  5. JS
    Junyuan Shang

    Peking University, China

    4 publications · 629 citations

    4

    h-index

1–5 of 1.1K

Institutions

503

  1. Harvard University

    Cambridge, United States

    7 h-index

    14 publications

    552 citations

  2. Georgia Institute of Technology

    Atlanta, United States

    5 h-index

    7 publications

    955 citations

  3. The University of Sydney

    Sydney, Australia

    5 h-index

    15 publications

    602 citations

  4. Peking University

    Beijing, China

    4 h-index

    10 publications

    1.5K citations

  5. University of Bristol

    Bristol, United Kingdom

    4 h-index

    4 publications

    305 citations

  6. The University of Queensland

    Brisbane, Australia

    4 h-index

    14 publications

    413 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    11 publications

    623 citations

  8. National University of Singapore

    Singapore, Singapore

    4 h-index

    13 publications

    553 citations

1–8 of 503

Venues

  1. PubMed

    Repository · 14 publications · 358 citations

    12

    h-index

  2. American Journal of Health-System Pharmacy

    AJHP · 11 publications · 473 citations

    10

    h-index

  3. Journal of Biomedical Informatics

    6 publications · 357 citations

    6

    h-index

  4. Journal of the American Pharmacists Association

    JAPhA · 5 publications · 222 citations

    5

    h-index

  5. International Journal of Clinical Pharmacy

    5 publications · 168 citations

    5

    h-index

1–5