Concepedia

Artificial Intelligence For Formulation

Artificial Intelligence for Formulation is a computational methodology that applies artificial intelligence techniques to the design, optimization, and analysis of drug formulations by integrating physicochemical, biological, and engineering knowledge within the domain of Drug Formulation Informatics.

119

Publications

4.9K

Citations

463

Authors

176

Institutions

Publications per year

2017–2026

65

Parents

Publications

119

Machine Learning and Artificial Intelligence in Pharmaceutical Research and Development: a Review

The AAPS Journal · 2022 · 279 citations · Full text

, , +16

Machine learning models to accelerate the design of polymeric long-acting injectables

Pauric Bannigan, Zeqing Bao, Riley J. Hickman et al. · Nature Communications · 2023 · 214 citations · Full text

, , +13

Deep learning for in vitro prediction of pharmaceutical formulations

Acta Pharmaceutica Sinica B · 2018 · 171 citations · Full text

, , +10

Generative AI for designing and validating easily synthesizable and structurally novel antibiotics

Kyle Swanson, Gary Liu, Denise B. Catacutan et al. · Nature Machine Intelligence · 2024 · 157 citations

, , +13

Chitosan-tripolyphosphate nanoparticles: Optimization of formulation parameters for improving process yield at a novel pH using artificial neural networks

Rania A. Hashad, Rania A.H. Ishak, Sherif F. Fahmy et al. · International Journal of Biological Macromolecules · 2016 · 140 citations

, , +15

1–5 of 119

Authors

463

  1. RR
    R.C. Rowe

    AstraZeneca (United Kingdom), United Kingdom

    7 publications · 291 citations

    7

    h-index

  2. PB
    Panagiotis Barmpalexis

    Aristotle University of Thessaloniki, Greece

    5 publications · 286 citations

    5

    h-index

  3. KT
    Kozo Takayama

    Hoshi University, Japan

    5 publications · 243 citations

    5

    h-index

  4. DO
    Defang Ouyang

    University of Macau, Macao SAR China

    4 publications · 200 citations

    4

    h-index

  5. PB
    Pauric Bannigan

    University of Toronto, Canada

    3 publications · 261 citations

    3

    h-index

1–5 of 463

Institutions

176

  1. Aristotle University of Thessaloniki

    Thessaloniki, Greece

    6 h-index

    20 publications

    998 citations

  2. University of Macau

    Macao, Macao

    5 h-index

    25 publications

    1.9K citations

  3. University of Bradford

    Bradford, United Kingdom

    5 h-index

    12 publications

    581 citations

  4. Hoshi University

    Tokyo, Japan

    5 h-index

    23 publications

    1.2K citations

  5. University of Toronto

    Toronto, Canada

    4 h-index

    22 publications

    2.2K citations

  6. Ebara (Japan)

    Tokyo, Japan

    4 h-index

    19 publications

    1.1K citations

  7. University College London

    London, United Kingdom

    3 h-index

    15 publications

    504 citations

  8. Islamic Azad University North Tehran Branch

    Tehran, Iran

    3 h-index

    10 publications

    150 citations

1–8 of 176

Venues

  1. AAPS PharmSciTech

    8 publications · 272 citations

    7

    h-index

  2. Journal of Pharmaceutical Sciences

    6 publications · 238 citations

    6

    h-index

  3. European Journal of Pharmaceutics and Biopharmaceutics

    EJPB · 6 publications · 449 citations

    6

    h-index

  4. International Journal of Pharmaceutics

    5 publications · 236 citations

    5

    h-index

  5. European Journal of Pharmaceutical Sciences

    4 publications · 220 citations

    4

    h-index

1–5