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A Collaborative Data Sharing Platform to Accelerate Translation of Biomedical Innovations.

Zohreh Izadifar1, Greg Storm2, Amol M Joshi3

  • 1Boston Children's Hospital, Harvard Medical School, Boston, MA 02115, USA.

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|September 27, 2025
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Summary
This summary is machine-generated.

A new biomanufacturing Knowledge Hub (KH) will accelerate biomedical product development. This secure, data-driven platform connects stakeholders, enhancing collaboration and innovation for faster patient delivery.

Keywords:
artificial intelligencebiomedical innovationschain of identityfederated learningintellectual propertyknowledge hub

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Area of Science:

  • Biotechnology and Biomedical Engineering
  • Data Science and Informatics
  • Regulatory Science

Background:

  • Biomanufacturing faces challenges in data accessibility and sharing, hindering product lifecycle management.
  • Current systems lack integrated platforms for seamless collaboration among diverse stakeholders.
  • Accelerating the delivery of biomedical innovations to patients requires novel approaches to data utilization.

Purpose of the Study:

  • To propose an innovative concept for a data-driven biomanufacturing Knowledge Hub (KH).
  • To outline a secure, quantum-resistant platform integrating data stores, digital twins, and advanced analytics.
  • To foster a collaborative ecosystem connecting patients, researchers, clinicians, regulators, and industry.

Main Methods:

  • Conceptualizing a Knowledge Hub (KH) as a central data-driven learning platform.
  • Integrating advanced data sharing and processing technologies.
  • Developing a secure, quantum-resistant architecture with advanced encryption and access algorithms.

Main Results:

  • The proposed KH facilitates accelerated product development and reduces redundancies.
  • It enables enhanced collaboration, leading to faster innovation cycles.
  • The platform supports data-driven decision-making for product enhancement and commercialization.

Conclusions:

  • The biomanufacturing Knowledge Hub (KH) offers transformative potential for the biomedical industry.
  • It promises to revolutionize innovation speed, patient outcomes, and commercialization strategies.
  • The KH's secure, intelligent environment provides unprecedented opportunities beyond current biomanufacturing applications.