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LLMs in evidence workflows: the new bottleneck is traceability - not speed
LLMs can speed up evidence work. But if you can’t reproduce and audit what the model changed, your “AI-enabled” pipeline can become a credibility liability.
FRESCI TEAM
1 day ago5 min read


Advanced Therapy Medicinal Products Don’t Fail for Scientific Reasons
**Advanced Therapy (ATMP) projects often fail from poor decision-making, not weak science. FRESCI tackles this bottleneck by structuring uncertainty, aligning evidence with strategic goals, and applying proactive regulatory science. Our focus: smarter decisions and clear thinking to navigate ATMP complexity and translate scientific potential into approved, accessible therapies.
FRESCI TEAM
Jan 163 min read


Seven Readiness Questions for Organ-on-Chip and Organoid Teams Before External Scrutiny
The Imperative of Market Viability/Economic sustainability In the rapidly evolving field of scientific research, particularly in...

Marco Straccia
Jan 8, 20243 min read


The Invisible Adoption Barriers Facing Human Biology-Based Models
In the ever-evolving field of health research, there lies a complex interplay between technological standardization, market acceptance,...
FRESCI TEAM
Nov 21, 20233 min read


Why AI-Enabled Biomedical Evidence Mapping Needs Traceability Before Adoption
The biomedical research landscape is evolving at breakneck speed, ushering in an era of precision, accuracy, and human-centric...
FRESCI TEAM
Nov 15, 20233 min read


BIOMEDICAL SCIENCES CHAMPALIMAUD FOUNDATION WORKSHOP
Creation of an open cross-disciplinary environment for diverse communities in biomedical sciences to discuss their methods and...
FRESCI TEAM
Apr 14, 20211 min read


Human-Based Breast Cancer Models: From Evidence Mapping to Context of Use
Have you read our project report yet? Check out the final results of our European Project with DG. JRC (EURL - ECVAM) on human-based...
FRESCI TEAM
Dec 24, 20201 min read


Undervaluing brain immune system is most likely hampering the success of cell therapy...
Suggested reading!
FRESCI TEAM
Oct 13, 20201 min read


What have we done at FRESCI to fight the SARS-CoV-2 pandemic?
COVID-19: FRESCI helps researchers and startups in this crisis....this is an example.
FRESCI TEAM
Oct 13, 20202 min read


FRESCI Workshop at WC11 in Maastricht - 2020
DIVING INTO THE SCIENTIFIC KNOWLEDGE BIG DATA LOOKING FOR ALTERNATIVES This is the workshop session that FRESCI is organising at the 11th...
FRESCI TEAM
Oct 13, 20202 min read
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