Skip to main content

Main menu

  • Home
  • Content
    • Current Issue
    • Past Issues
    • Accepted Articles
    • Email Alerts
    • RSS
    • Terms of Use
  • About PDA JPST
    • JPST Editors and Editorial Board
    • About/Vision/Mission
    • Paper of the Year
  • Author & Reviewer Resources
    • Author Resources / Submit
    • Reviewer Resources
  • JPST Access and Subscriptions
    • PDA Members
    • Institutional Subscriptions
    • Nonmember Access
  • Support
    • Join PDA
    • Contact
    • Feedback
    • Advertising
    • CiteTrack
  • .
    • Visit PDA
    • PDA Letter
    • Technical Reports
    • news uPDATe
    • Bookstore

User menu

  • Register
  • Subscribe
  • My alerts
  • Log in
  • My Cart

Search

  • Advanced search
PDA Journal of Pharmaceutical Science and Technology
  • .
    • Visit PDA
    • PDA Letter
    • Technical Reports
    • news uPDATe
    • Bookstore
  • Register
  • Subscribe
  • My alerts
  • Log in
  • My Cart
PDA Journal of Pharmaceutical Science and Technology

Advanced Search

  • Home
  • Content
    • Current Issue
    • Past Issues
    • Accepted Articles
    • Email Alerts
    • RSS
    • Terms of Use
  • About PDA JPST
    • JPST Editors and Editorial Board
    • About/Vision/Mission
    • Paper of the Year
  • Author & Reviewer Resources
    • Author Resources / Submit
    • Reviewer Resources
  • JPST Access and Subscriptions
    • PDA Members
    • Institutional Subscriptions
    • Nonmember Access
  • Support
    • Join PDA
    • Contact
    • Feedback
    • Advertising
    • CiteTrack
  • Follow pda on Twitter
  • Visit PDA on LinkedIn
  • Visit pda on Facebook
Review ArticleReview

Recommendations for Artificial Intelligence Application in Continued Process Verification: A Journey Toward the Challenges and Benefits of AI in the Biopharmaceutical Industry

Mario Stassen, Catarina S. Leitão, Toni Manzano, Francisco Valero, Benjamin Stevens, Matt Schmucki, David Hubmayr, Ferran Mirabent Rubinat, Sandrine Dessoy and Antonio Moreira
PDA Journal of Pharmaceutical Science and Technology January 2025, 79 (1) 68-87; DOI: https://doi.org/10.5731/pdajpst.2024.012950
Mario Stassen
1Department of Life Sciences Innovation, Stassen Pharmaconsult BV, Aerdenhout, The Netherlands;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • For correspondence: mmhstassen@gmail.com
Catarina S. Leitão
2Data Science Department, ValGenesis Portugal, R. Castilho 50 4th Floor, 1250-071 Lisboa, Portugal;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Toni Manzano
3Aizon, Carrer de Còrsega 301, 08008 Barcelona, Spain;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Francisco Valero
4Department of Chemical, Biological and Environmental Engineering, School of Engineering, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Benjamin Stevens
5GSK, 1250 S. Collegeville Road, Collegeville, PA 19426, USA;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Matt Schmucki
6Vertex Pharmaceuticals, Cincinnati, OH, USA;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
David Hubmayr
7Takeda, Zurich, Switzerland;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Ferran Mirabent Rubinat
8Aizon, Carrer de Còrsega 301, 08008 Barcelona, Spain;
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Sandrine Dessoy
9Vaccines Technical Development, GSK, Rue De L′Institut 89, 1330 Rixensart, Walloon Brabant, Belgium; and
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Antonio Moreira
10Department of Chemical, Biochemical, and Environmental Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Article
  • Figures & Data
  • References
  • Info & Metrics
  • PDF
Loading

Article Information

vol. 79 no. 1 68-87
DOI 
https://doi.org/10.5731/pdajpst.2024.012950
PubMed 
39730202

Published By 
Parenteral Drug Association (PDA)
Print ISSN 
1079-7440
Online ISSN 
1948-2124
History 
  • Published online March 3, 2025.

Article Versions

  • previous version (December 27, 2024 - 10:20).
  • You are viewing the most recent version of this article.
Copyright & Usage 
© PDA, Inc. 2025

Author Information

  1. Mario Stassen1,*,
  2. Catarina S. Leitão2,
  3. Toni Manzano3,
  4. Francisco Valero4,
  5. Benjamin Stevens5,
  6. Matt Schmucki6,
  7. David Hubmayr7,
  8. Ferran Mirabent Rubinat8,
  9. Sandrine Dessoy9 and
  10. Antonio Moreira10,†
  1. 1Department of Life Sciences Innovation, Stassen Pharmaconsult BV, Aerdenhout, The Netherlands;
  2. 2Data Science Department, ValGenesis Portugal, R. Castilho 50 4th Floor, 1250-071 Lisboa, Portugal;
  3. 3Aizon, Carrer de Còrsega 301, 08008 Barcelona, Spain;
  4. 4Department of Chemical, Biological and Environmental Engineering, School of Engineering, Universitat Autònoma de Barcelona, 08193 Barcelona, Spain;
  5. 5GSK, 1250 S. Collegeville Road, Collegeville, PA 19426, USA;
  6. 6Vertex Pharmaceuticals, Cincinnati, OH, USA;
  7. 7Takeda, Zurich, Switzerland;
  8. 8Aizon, Carrer de Còrsega 301, 08008 Barcelona, Spain;
  9. 9Vaccines Technical Development, GSK, Rue De L′Institut 89, 1330 Rixensart, Walloon Brabant, Belgium; and
  10. 10Department of Chemical, Biochemical, and Environmental Engineering, University of Maryland Baltimore County, 1000 Hilltop Circle, Baltimore, MD 21250
  1. ↵*Corresponding Author: Department of Life Sciences Innovation, Stassen Pharmaconsult BV, Aerdenhout, The Netherlands; E-mail: mmhstassen{at}gmail.com
  • ↵† Deceased

View Full Text

Cited By...

  • Citations
  • Google Scholar

This article has not yet been cited by articles in journals that are participating in Crossref Cited-by Linking.

PreviousNext
Back to top

In This Issue

PDA Journal of Pharmaceutical Science and Technology: 79 (1)
PDA Journal of Pharmaceutical Science and Technology
Vol. 79, Issue 1
January/February 2025
  • Table of Contents
  • Index by Author
  • Complete Issue (PDF)
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word on PDA Journal of Pharmaceutical Science and Technology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Recommendations for Artificial Intelligence Application in Continued Process Verification: A Journey Toward the Challenges and Benefits of AI in the Biopharmaceutical Industry
(Your Name) has sent you a message from PDA Journal of Pharmaceutical Science and Technology
(Your Name) thought you would like to see the PDA Journal of Pharmaceutical Science and Technology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
2 + 6 =
Solve this simple math problem and enter the result. E.g. for 1+3, enter 4.
Citation Tools
Recommendations for Artificial Intelligence Application in Continued Process Verification: A Journey Toward the Challenges and Benefits of AI in the Biopharmaceutical Industry
Mario Stassen, Catarina S. Leitão, Toni Manzano, Francisco Valero, Benjamin Stevens, Matt Schmucki, David Hubmayr, Ferran Mirabent Rubinat, Sandrine Dessoy, Antonio Moreira
PDA Journal of Pharmaceutical Science and Technology Jan 2025, 79 (1) 68-87; DOI: 10.5731/pdajpst.2024.012950

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
Share
Recommendations for Artificial Intelligence Application in Continued Process Verification: A Journey Toward the Challenges and Benefits of AI in the Biopharmaceutical Industry
Mario Stassen, Catarina S. Leitão, Toni Manzano, Francisco Valero, Benjamin Stevens, Matt Schmucki, David Hubmayr, Ferran Mirabent Rubinat, Sandrine Dessoy, Antonio Moreira
PDA Journal of Pharmaceutical Science and Technology Jan 2025, 79 (1) 68-87; DOI: 10.5731/pdajpst.2024.012950
Twitter logo Facebook logo Mendeley logo
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Jump to section

  • Article
    • Abstract
    • Preamble
    • Introduction
    • Background
    • Objectives
    • Project Justification
    • Research Methodology
    • Results
    • Discussion
    • Practical Guidance on AI in Manufacturing
    • Conclusion
    • Conflict of Interest Declaration
    • Disclaimer
    • Acknowledgements
    • Appendix 1 – Questionnaire
    • Appendix 2 - Issues, Comments and Recommendations from the Interviews
    • Appendix 3 - Positive Aspects Considered During Phase 1 of the Project
    • References
  • Figures & Data
  • References
  • Info & Metrics
  • PDF

Related Articles

  • No related articles found.
  • PubMed
  • Google Scholar

Cited By...

  • No citing articles found.
  • Google Scholar

More in this TOC Section

  • A Risk Assessment and Risk-Based Approach Review of Pre-Use/Post-Sterilization Integrity Testing (PUPSIT)
  • A Review of Artificial Intelligence and Machine Learning in Product Life Cycle Management
Show more Review

Similar Articles

Readers

  • About
  • Table of Content Alerts/Other Alerts
  • Subscriptions
  • Terms of Use
  • Contact Editors

Author/Reviewer Information

  • Author Resources
  • Submit Manuscript
  • Reviewers
  • Contact Editors

Parenteral Drug Association, Inc.

  • About
  • Advertising/Sponsorships
  • Events
  • PDA Bookstore
  • Press Releases

© 2025 PDA Journal of Pharmaceutical Science and Technology Print ISSN: 1079-7440  Digital ISSN: 1948-2124

Powered by HighWire