Concepedia

Compatibility Prediction Models

Compatibility Prediction Models is a computational framework that systematically integrates physicochemical, pharmacological, and clinical data to predict the stability and safety of co-administered drugs, distinguishing it from general drug interaction tools by focusing specifically on physicochemical compatibility and therapeutic co-administration outcomes.

22

Publications

883

Citations

67

Authors

30

Institutions

Publications per year

2017–2026

17

Parents

Publications

22

Context-Aware Visual Compatibility Prediction

Guillem Cucurull, Perouz Taslakian, David Vázquez · 2019 · 114 citations

, , +16

Dressing as a Whole: Outfit Compatibility Learning Based on Node-wise Graph Neural Networks

2019 · 111 citations · Full text

, , +11

Fashion Outfit Complementary Item Retrieval

Yen-Liang Lin, Son N. Tran, Larry S. Davis · 2020 · 89 citations

, , +6

Learning Similarity Conditions Without Explicit Supervision

Reuben Tan, Mariya I. Vasileva, Kate Saenko et al. · 2019 · 87 citations

, , +11

Toward Designing Drug-Like Libraries:  A Novel Computational Approach for Prediction of Drug Feasibility of Compounds

Jing Wang, Kal Ramnarayan · Journal of Combinatorial Chemistry · 1999 · 56 citations

, , +17

1–5 of 22

Authors

67

  1. MI
    Mariya I. Vasileva

    University of Illinois Urbana-Champaign, United States

    4 publications · 170 citations

    4

    h-index

  2. YL
    Yen-Liang Lin

    National Taiwan University, Taiwan

    3 publications · 147 citations

    3

    h-index

  3. PJ
    Peiguang Jing

    Tianjin University, China

    2 publications · 46 citations

    2

    h-index

  4. RS
    Rohan Sarkar

    Purdue University West Lafayette, United States

    2 publications · 58 citations

    2

    h-index

  5. YS
    Yuting Su

    Tianjin University, China

    2 publications · 46 citations

    2

    h-index

1–5 of 67

Institutions

30

  1. Amazon (Germany)

    Berlin, Germany

    3 h-index

    17 publications

    673 citations

  2. Tianjin University

    Tianjin, China

    2 h-index

    9 publications

    205 citations

  3. Shandong University of Science and Technology

    Qingdao, China

    2 h-index

    2 publications

    46 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    2 h-index

    2 publications

    58 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    2 h-index

    7 publications

    237 citations

  6. Chinese Academy of Sciences

    Beijing, China

    1 h-index

    5 publications

    555 citations

  7. Northwest A&F University

    Yangling, China

    1 h-index

    3 publications

    66 citations

  8. National University of Singapore

    Singapore, Singapore

    1 h-index

    1 publications

    36 citations

1–8 of 30

Venues

  1. IEEE Transactions on Multimedia

    2 publications · 46 citations

    2

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 40 citations

    2

    h-index

  3. Journal of Social and Clinical Psychology

    1 publications · 39 citations

    1

    h-index

  4. Materials & Design

    1 publications · 54 citations

    1

    h-index

  5. 1

    h-index

1–5