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Application of interpretable artificial neural networks to early monoclonal antibodies development

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

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Application of interpretable artificial neural networks to early monoclonal antibodies development. / Gentiluomo, Lorenzo; Roessner, Dierk; Augustijn, Dillen; Svilenov, Hristo; Kulakova, Alina; Mahapatra, Sujata; Winter, Gerhard; Streicher, Werner; Rinnan, Åsmund; Peters, Günther H. J.; Harris, Pernille; Friess, Wolfgang.

I: European Journal of Pharmaceutics and Biopharmaceutics, Bind 141, 2019, s. 81-89.

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

Harvard

Gentiluomo, L, Roessner, D, Augustijn, D, Svilenov, H, Kulakova, A, Mahapatra, S, Winter, G, Streicher, W, Rinnan, Å, Peters, GHJ, Harris, P & Friess, W 2019, 'Application of interpretable artificial neural networks to early monoclonal antibodies development', European Journal of Pharmaceutics and Biopharmaceutics, bind 141, s. 81-89. https://doi.org/10.1016/j.ejpb.2019.05.017

APA

Gentiluomo, L., Roessner, D., Augustijn, D., Svilenov, H., Kulakova, A., Mahapatra, S., Winter, G., Streicher, W., Rinnan, Å., Peters, G. H. J., Harris, P., & Friess, W. (2019). Application of interpretable artificial neural networks to early monoclonal antibodies development. European Journal of Pharmaceutics and Biopharmaceutics, 141, 81-89. https://doi.org/10.1016/j.ejpb.2019.05.017

Vancouver

Gentiluomo L, Roessner D, Augustijn D, Svilenov H, Kulakova A, Mahapatra S o.a. Application of interpretable artificial neural networks to early monoclonal antibodies development. European Journal of Pharmaceutics and Biopharmaceutics. 2019;141:81-89. https://doi.org/10.1016/j.ejpb.2019.05.017

Author

Gentiluomo, Lorenzo ; Roessner, Dierk ; Augustijn, Dillen ; Svilenov, Hristo ; Kulakova, Alina ; Mahapatra, Sujata ; Winter, Gerhard ; Streicher, Werner ; Rinnan, Åsmund ; Peters, Günther H. J. ; Harris, Pernille ; Friess, Wolfgang. / Application of interpretable artificial neural networks to early monoclonal antibodies development. I: European Journal of Pharmaceutics and Biopharmaceutics. 2019 ; Bind 141. s. 81-89.

Bibtex

@article{5cb4cef50a8442cabcbf6ac61c67a925,
title = "Application of interpretable artificial neural networks to early monoclonal antibodies development",
keywords = "Neural network(s), Machine learning, Protein aggregation, Protein formulation, Monoclonal antibody, Stability",
author = "Lorenzo Gentiluomo and Dierk Roessner and Dillen Augustijn and Hristo Svilenov and Alina Kulakova and Sujata Mahapatra and Gerhard Winter and Werner Streicher and {\AA}smund Rinnan and Peters, {G{\"u}nther H. J.} and Pernille Harris and Wolfgang Friess",
year = "2019",
doi = "10.1016/j.ejpb.2019.05.017",
language = "English",
volume = "141",
pages = "81--89",
journal = "European Journal of Pharmaceutics and Biopharmaceutics",
issn = "0939-6411",
publisher = "Elsevier",

}

RIS

TY - JOUR

T1 - Application of interpretable artificial neural networks to early monoclonal antibodies development

AU - Gentiluomo, Lorenzo

AU - Roessner, Dierk

AU - Augustijn, Dillen

AU - Svilenov, Hristo

AU - Kulakova, Alina

AU - Mahapatra, Sujata

AU - Winter, Gerhard

AU - Streicher, Werner

AU - Rinnan, Åsmund

AU - Peters, Günther H. J.

AU - Harris, Pernille

AU - Friess, Wolfgang

PY - 2019

Y1 - 2019

KW - Neural network(s)

KW - Machine learning

KW - Protein aggregation

KW - Protein formulation

KW - Monoclonal antibody

KW - Stability

U2 - 10.1016/j.ejpb.2019.05.017

DO - 10.1016/j.ejpb.2019.05.017

M3 - Journal article

C2 - 31112768

VL - 141

SP - 81

EP - 89

JO - European Journal of Pharmaceutics and Biopharmaceutics

JF - European Journal of Pharmaceutics and Biopharmaceutics

SN - 0939-6411

ER -

ID: 225831046