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Biosimulation for Drug Development
Manage episode 389063719 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Jo Varshney is the founder and CEO of VeriSIM Life, an AI-driven bio-simulation platform that enables pharmaceutical companies to accelerate drug development. She has a PhD in Comparative Oncology and Genomics.
In this episode, we cover a range of topics including:
- State of play in AI-powered drug discovery
- Why is it so difficult to know which drug candidates to pursue?
- The founding of VeriSIM Life
- Role of AI in drug formulation
- Role of AI in drug repurposing
- Role of AI in drug-drug interaction
- How does AI help in evaluating potential toxic effects of a drug candidate?
- What should ML developers know about biochemistry? And about biochemists?
- Determing the efficacy
- De Novo drug design
- Patient stratification
- The future of AI powered drug discovery
Jo's favorite book: Built to Last (Author: Jim Collins)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
149 episodes
Share
Manage episode 389063719 series 3370867
Content provided by Prateek Joshi. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Prateek Joshi or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://player.fm/legal.
Jo Varshney is the founder and CEO of VeriSIM Life, an AI-driven bio-simulation platform that enables pharmaceutical companies to accelerate drug development. She has a PhD in Comparative Oncology and Genomics.
In this episode, we cover a range of topics including:
- State of play in AI-powered drug discovery
- Why is it so difficult to know which drug candidates to pursue?
- The founding of VeriSIM Life
- Role of AI in drug formulation
- Role of AI in drug repurposing
- Role of AI in drug-drug interaction
- How does AI help in evaluating potential toxic effects of a drug candidate?
- What should ML developers know about biochemistry? And about biochemists?
- Determing the efficacy
- De Novo drug design
- Patient stratification
- The future of AI powered drug discovery
Jo's favorite book: Built to Last (Author: Jim Collins)
--------
Where to find Prateek Joshi:
Newsletter: https://prateekjoshi.substack.com
Website: https://prateekj.com
LinkedIn: https://www.linkedin.com/in/prateek-joshi-91047b19
Twitter: https://twitter.com/prateekvjoshi
149 episodes
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Similar to Infinite ML with Prateek Joshi
Show notes are at https://stevelitchfield.com/sshow/chat.html
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…
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