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Episode 27: Machine Learning in the Pharmaceutical Industry
In this QCast episode, Jullia and Tom unpack how machine learning is being applied across the pharmaceutical industry. They discuss what machine learning means in a regulated drug development context, where it is already supporting discovery, development, and trial operations, and how teams can use these methods responsibly without undermining scientific or regulatory confidence.
Key Takeaways
- Understand how machine learning differs from traditional statistical approaches, and why it is particularly useful for prediction and pattern recognition in complex, high dimensional data.
- Recognise where machine learning is delivering tangible benefits across discovery, clinical trials, and real world evidence, while remaining subject to the same data integrity and governance expectations as other methods.
- Apply practical best practices, including starting with clear questions, investing in data quality and validation, and balancing model performance with transparency to support trust and regulatory acceptance.
🔗 Learn More & Get Support: Visit quanticate.com to explore our biometrics services and discover how we can support your next clinical trial.
📝 Episode Notes & Transcript: Find show notes, resources, and a full transcript at quanticate.com/podcast.
🔔 Stay Connected: Subscribe to QCast on Apple Podcasts, Spotify, or your favourite platform to never miss an episode.
About Quanticate
Founded in 1994, Quanticate is a biometrics-focused CRO with over 30 years' experience delivering expert clinical and post-marketing data services worldwide. Specialising in the collection, management, standardisation, analysis, and reporting of data, we support pharma and biotech companies globally with high-quality solutions for clinical development. We specialise in:
- Clinical Data Capture & Management
- Biostatistics & Statistical Consultancy
- Statistical Programming & PK/PD Analysis
- Medical Writing & Pharmacovigilance
- Regulatory & Submission Support
- AI & Automation
- Post-Marketing Safety & Real-World Data
Quanticate is committed to delivering expertise and solutions that drive the success of clinical development worldwide.
View all episodes
By QuanticateIn this QCast episode, Jullia and Tom unpack how machine learning is being applied across the pharmaceutical industry. They discuss what machine learning means in a regulated drug development context, where it is already supporting discovery, development, and trial operations, and how teams can use these methods responsibly without undermining scientific or regulatory confidence.
Key Takeaways
- Understand how machine learning differs from traditional statistical approaches, and why it is particularly useful for prediction and pattern recognition in complex, high dimensional data.
- Recognise where machine learning is delivering tangible benefits across discovery, clinical trials, and real world evidence, while remaining subject to the same data integrity and governance expectations as other methods.
- Apply practical best practices, including starting with clear questions, investing in data quality and validation, and balancing model performance with transparency to support trust and regulatory acceptance.
🔗 Learn More & Get Support: Visit quanticate.com to explore our biometrics services and discover how we can support your next clinical trial.
📝 Episode Notes & Transcript: Find show notes, resources, and a full transcript at quanticate.com/podcast.
🔔 Stay Connected: Subscribe to QCast on Apple Podcasts, Spotify, or your favourite platform to never miss an episode.
About Quanticate
Founded in 1994, Quanticate is a biometrics-focused CRO with over 30 years' experience delivering expert clinical and post-marketing data services worldwide. Specialising in the collection, management, standardisation, analysis, and reporting of data, we support pharma and biotech companies globally with high-quality solutions for clinical development. We specialise in:
- Clinical Data Capture & Management
- Biostatistics & Statistical Consultancy
- Statistical Programming & PK/PD Analysis
- Medical Writing & Pharmacovigilance
- Regulatory & Submission Support
- AI & Automation
- Post-Marketing Safety & Real-World Data
Quanticate is committed to delivering expertise and solutions that drive the success of clinical development worldwide.