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Data Science in
Biotechnology Intelligence
Marta Enciso, PhD
Cheminformatics Data Scientist
2
My core interests…
3
The ideal match!
Scientific & Academic Research
Intellectual Property Management
Pharmaceutical and Biotechnology Intelligence
Patent Analytics
Regulatory Standards
Trademark Protection
Domain Brand Protection
4
The Role of Artificial Intelligence in Healthcare
Ø Target Prioritization
Ø Precision medicine
Ø Drug Timeline & Success Rates
Ø Expert finder
Ø Automatic Document Digestion
Ø ...
Ø You name it!
5
Example: Drug Timeline and success rates
• Exhaustive, expect-reviewed data
• Predictive analytics
• Real-time inputs
• Dynamic updates
6
How did we get so far?
7
How did we get so far?
8
The secret cycle of the Data Scientist
Preparation
Reflexion
Visualization
Action
Evaluation
I’ve talked the talk
and walked the walk
Now I’m just gonna sit the sit
and take any questions you wish!
Marta Enciso, PhD| martaenciso.carrasco@clarivate.com | clarivate.com

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Data Science in Biotechnology Intelligence

  • 1. Data Science in Biotechnology Intelligence Marta Enciso, PhD Cheminformatics Data Scientist
  • 3. 3 The ideal match! Scientific & Academic Research Intellectual Property Management Pharmaceutical and Biotechnology Intelligence Patent Analytics Regulatory Standards Trademark Protection Domain Brand Protection
  • 4. 4 The Role of Artificial Intelligence in Healthcare Ø Target Prioritization Ø Precision medicine Ø Drug Timeline & Success Rates Ø Expert finder Ø Automatic Document Digestion Ø ... Ø You name it!
  • 5. 5 Example: Drug Timeline and success rates • Exhaustive, expect-reviewed data • Predictive analytics • Real-time inputs • Dynamic updates
  • 6. 6 How did we get so far?
  • 7. 7 How did we get so far?
  • 8. 8 The secret cycle of the Data Scientist Preparation Reflexion Visualization Action Evaluation
  • 9. I’ve talked the talk and walked the walk Now I’m just gonna sit the sit and take any questions you wish!
  • 10. Marta Enciso, PhD| martaenciso.carrasco@clarivate.com | clarivate.com