AI For Pharma Growth

• E172 | The problems that modern AI methods have with patient populations in oncology and neuroscience

  This powerful episode dives into one of the most urgent issues in modern healthcare; how current AI systems in clinical trials are missing the mark for diverse and underrepresented patient populations, especially in oncology and neurology.Guest Dr. Joseph Geraci, mathematician, quantum machine learning scientist, and inventor of Netramark, breaks down how most AI models today are built on biased, homogeneous datasets - and what needs to change to truly unlock the potential of precision medicine.In this episode, you will hear: How standard AI systems often misdiagnose patients due to biased training dataThe critical differences in AI model performance in oncology vs. neuroscienceWhy small data is the new frontier for clinical trial successThe overlooked power of patient attitudes, placebo responses, and behavioral factorsHow explainable AI and causal modeling are reshaping the future of drug discoveryChallenges and solutions around AI bias, patient privacy, and regulatory strategyThe emerging role of digital twins, transcriptomic time series, and multi-dimensional data fusion in advancing equitable drug developmentWhether you're leading a clinical trial, innovating in pharmaceutical AI, or shaping policy around FDA/EMA approvals for AI tools, this episode is your roadmap to building smarter, fairer, and more impactful healthcare technologies.About the Podcast:AI for Pharma Growth is a podcast focused on exploring how artificial intelligence can revolutionise healthcare by addressing disparities and creating equitable systems. Join us as we unpack groundbreaking technologies, real-world applications, and expert insights to inspire a healthier, more equitable future.This show brings together leading experts and changemakers to demystify AI and show how it’s being used to transform healthcare. Whether you're in the medical field, technology sector, or just curious about AI’s role in social good, this podcast offers valuable insights.AI For Pharma Growth is the podcast from pioneering Pharma Artificial Intelligence entrepreneur Dr. Andree Bates created to help organisations understand how the use of AI based technologies can easily save them time and grow their brands and business. This show blends deep experience in the sector with demystifying AI for all pharma people, from start up biotech right through to Big Pharma. In this podcast Dr Andree will teach you the tried and true secrets to building a pharma company using AI that anyone can use, at any budget. As the author of many peer-reviewed journals and having addressed over 500 industry conferences across the globe, Dr Andree Bates uses her obsession with all things AI and futuretech to help you to navigate through the, sometimes confusing but, magical world of AI powered tools to grow pharma businesses. This podcast features many experts who have developed powerful AI powered tools that are the secret behind some time saving and supercharged revenue generating business results. Those who share their stories and expertise show how AI can be applied to sales, marketing, production, social media, psychology, customer insights and so much more. Dr. Andree Bates LinkedIn | Facebook | Twitter

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• E171 | Leveraging AI to detect mental states and prevent catastrophic events in mental health

  Leveraging AI to detect mental states and prevent catastrophic events in mental healthThis episode dives into a revolutionary advancement in AI-powered mental health technology. Francois Gand, founder and CEO of Nuro, introduces Mentis - a non-invasive neurotechnology platform capable of detecting, tracking, and predicting mental states in real time.From preventing suicide and catastrophic errors in high-risk professions to enabling communication for the paralyzed, Mentis is a game-changer in brain-computer interface (BCI) innovation. Discover how AI-driven cognitive monitoring is transforming how we assess and respond to fatigue, anxiety, PTSD, cognitive performance, and emotional distress - all through a seemingly simple, wireless headband.In this episode, you'll learn:How Mentis monitors real-time mental states like attention, fear, fatigue, and anxietyUse cases in suicide prevention, palliative care, PTSD intervention, and clinical diagnosticsHow non-invasive BCI restores communication for voiceless and paralyzed patientsThe significance of mental state awareness in aviation, defense, athletics, and healthcareValidation with McGill University showing over 97% accuracy in mental state classificationData privacy protocols: fully encrypted, local, and user-controlled data handlingPotential for integration in clinical trials, pharma R&D, and frontline therapeutic settingsThe evolving role of AI in psychiatry, mental health diagnostics, and brain state analyticsThis conversation offers a powerful glimpse into the future of mental health monitoring, AI-enhanced cognitive tools, and human-AI interaction through ethical, high-precision neural signal analysis.About the Podcast:AI for Pharma Growth is a podcast focused on exploring how artificial intelligence can revolutionise healthcare by addressing disparities and creating equitable systems. Join us as we unpack groundbreaking technologies, real-world applications, and expert insights to inspire a healthier, more equitable future.This show brings together leading experts and changemakers to demystify AI and show how it’s being used to transform healthcare. Whether you're in the medical field, technology sector, or just curious about AI’s role in social good, this podcast offers valuable insights.AI For Pharma Growth is the podcast from pioneering Pharma Artificial Intelligence entrepreneur Dr. Andree Bates created to help organisations understand how the use of AI based technologies can easily save them time and grow their brands and business. This show blends deep experience in the sector with demystifying AI for all pharma people, from start up biotech right through to Big Pharma. In this podcast Dr Andree will teach you the tried and true secrets to building a pharma company using AI that anyone can use, at any budget. As the author of many peer-reviewed journals and having addressed over 500 industry conferences across the globe, Dr Andree Bates uses her obsession with all things AI and futuretech to help you to navigate through the, sometimes confusing but, magical world of AI powered tools to grow pharma businesses. This podcast features many experts who have developed powerful AI powered tools that are the secret behind some time saving and supercharged revenue generating business results. Those who share their stories and expertise show how AI can be applied to sales, marketing, production, social media, psychology, customer insights and so much more. Dr. Andree Bates LinkedIn | Facebook | Twitter

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• E170 | Leveraging AI for patient finding and knowledge generation for rare diseases

  In this expert-led episode, Christopher Rudolf, CEO of Volv Global, unpacks how artificial intelligence is revolutionizing rare disease detection and knowledge generation. With over 30 years in data science and medical informatics, he shares how machine learning is being used to solve two of the biggest challenges in rare disease: finding undiagnosed patients and generating actionable clinical insights.This conversation is essential for professionals in healthcare innovation, data analytics, life sciences, and rare disease advocacy. Discover how AI is shortening diagnostic journeys, overcoming data limitations, and uncovering new phenotypic patterns - especially for ultra-rare conditions often overlooked by traditional systems.In this episode, you will hear:How AI pinpoints hidden rare disease patients using population-scale clinical, claims, and genetic dataWhy traditional EHR data and diagnostic coding fail rare disease detection - and how AI models fill the gapThe challenge of balancing specificity vs. sensitivity in identifying true positivesHow natural history studies and patient-generated data are helping refine precision medicineWhat AI-generated insights reveal that clinical literature often missesThe role of patient advocacy groups in training better algorithms and ensuring relevancePrivacy, redaction, and regulatory concerns - and how to responsibly handle sensitive patient dataThe limitations of synthetic data, federated learning, and digital twins in ultra-rare conditionsHow bias in healthcare data can mislead AI - and what safeguards can mitigate disparitiesWhat’s next: scaling ethically, lowering costs, and building trust between AI tools and cliniciansAbout the Podcast:AI for Pharma Growth is a podcast focused on exploring how artificial intelligence can revolutionise healthcare by addressing disparities and creating equitable systems. Join us as we unpack groundbreaking technologies, real-world applications, and expert insights to inspire a healthier, more equitable future.This show brings together leading experts and changemakers to demystify AI and show how it’s being used to transform healthcare. Whether you're in the medical field, technology sector, or just curious about AI’s role in social good, this podcast offers valuable insights.AI For Pharma Growth is the podcast from pioneering Pharma Artificial Intelligence entrepreneur Dr. Andree Bates created to help organisations understand how the use of AI based technologies can easily save them time and grow their brands and business. This show blends deep experience in the sector with demystifying AI for all pharma people, from start up biotech right through to Big Pharma. In this podcast Dr Andree will teach you the tried and true secrets to building a pharma company using AI that anyone can use, at any budget. As the author of many peer-reviewed journals and having addressed over 500 industry conferences across the globe, Dr Andree Bates uses her obsession with all things AI and futuretech to help you to navigate through the, sometimes confusing but, magical world of AI powered tools to grow pharma businesses. This podcast features many experts who have developed powerful AI powered tools that are the secret behind some time saving and supercharged revenue generating business results. Those who share their stories and expertise show how AI can be applied to sales, marketing, production, social media, psychology, customer insights and so much more. Dr. Andree Bates LinkedIn | Facebook |...

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• E169 | Scaling Life-Saving AI Through Synthetic Imaging

  This episode dives deep into how synthetic medical imaging is revolutionizing the development of AI in healthcare. Rayan Sadri, founder and CEO of Carez AI, explains how his team uses diffusion models and GANs to create fully anonymized, regulator-friendly datasets that dramatically accelerate the development of diagnostic tools - even for rare conditions and underserved populations.Discover how synthetic data eliminates the bottlenecks of traditional medical datasets by solving challenges around privacy, annotation costs, data scarcity, and demographic bias. From MRI and CT scans to X-rays, ultrasound, and RF signal data, learn how this technology enables faster, safer, and more inclusive AI model training.Whether you're building healthcare AI products, optimizing clinical research pipelines, or scaling life sciences innovation, this conversation uncovers practical, scalable strategies for deploying high-quality synthetic datasets that meet clinical standards and regulatory requirements.In this episode, we discuss:What is synthetic imaging and how it differs from traditional datasetsThe four-step process of creating medically accurate synthetic imagesBalancing visual quality, anatomical accuracy, and data diversityAddressing data bottlenecks in medical AI developmentFDA perspectives on synthetic data and regulatory complianceApplications of synthetic data in reducing contrast media risksConditional generation for underrepresented patient demographicsEthical concerns: privacy, bias, traceability, and clinical relevanceHow synthetic data empowers faster and more inclusive AI breakthroughsThe future of AI and synthetic imaging in global healthcareThis episode is tailored for Medical AI startups and healthtech founders, clinical researchers and radiologists, AI engineers and data scientists in life sciences, digital health policy makers and FDA collaborators, academic researchers exploring synthetic data applications and Investors and stakeholders in health innovationAbout the Podcast: AI for Pharma Growth is a podcast focused on exploring how artificial intelligence can revolutionise healthcare by addressing disparities and creating equitable systems. Join us as we unpack groundbreaking technologies, real-world applications, and expert insights to inspire a healthier, more equitable future.This show brings together leading experts and changemakers to demystify AI and show how it’s being used to transform healthcare. Whether you're in the medical field, technology sector, or just curious about AI’s role in social good, this podcast offers valuable insights.AI For Pharma Growth is the podcast from pioneering Pharma Artificial Intelligence entrepreneur Dr. Andree Bates created to help organisations understand how the use of AI based technologies can easily save them time and grow their brands and business. This show blends deep experience in the sector with demystifying AI for all pharma people, from start up biotech right through to Big Pharma. In this podcast Dr Andree will teach you the tried and true secrets to building a pharma company using AI that anyone can use, at any budget. As the author of many peer-reviewed journals and having addressed over 500 industry conferences across the globe, Dr Andree Bates uses her obsession with all things AI and futuretech to help you to navigate through the, sometimes confusing but, magical world of AI powered tools to grow pharma businesses. This podcast features many experts who have developed powerful AI powered tools that are the secret behind some time saving and supercharged revenue generating business results. Those who share their stories and expertise show how AI can be applied to sales, marketing, production, social media, psychology, customer insights and so much more. Dr....

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• E168 | Copyright Implications of Employee AI Use

  In this essential episode, we dive deep into the evolving intersection of AI in the workplace and copyright law with expert guest Lauren McLeod Tulloch, Vice President and Managing Director at the Copyright Clearance Center.As businesses increasingly adopt generative AI tools like ChatGPT, Claude, and other LLMs, the legal and compliance landscape is rapidly shifting. Lauren shares actionable insights on how organizations can protect themselves from copyright infringement, manage AI-generated content, and implement clear AI usage policies.What You’ll Learn In This Episode:Who owns AI-generated content: employee vs employer vs AI providerWhy “work for hire” and IP clauses in employment contracts matter more than everWhat constitutes derivative works and how they can trigger copyright issuesHow international copyright laws (e.g., US vs EU) affect global companiesThe importance of AI tool terms of service and avoiding hidden legal pitfallsHow organizations can use collective licensing to legally integrate AI into their workflowsReal-world cases like the Thomson Reuters v Ross and Getty Images lawsuits impacting AI training dataAbout the Podcast: AI for Pharma Growth is a podcast focused on exploring how artificial intelligence can revolutionise healthcare by addressing disparities and creating equitable systems. Join us as we unpack groundbreaking technologies, real-world applications, and expert insights to inspire a healthier, more equitable future.This show brings together leading experts and changemakers to demystify AI and show how it’s being used to transform healthcare. Whether you're in the medical field, technology sector, or just curious about AI’s role in social good, this podcast offers valuable insights.AI For Pharma Growth is the podcast from pioneering Pharma Artificial Intelligence entrepreneur Dr. Andree Bates created to help organisations understand how the use of AI based technologies can easily save them time and grow their brands and business. This show blends deep experience in the sector with demystifying AI for all pharma people, from start up biotech right through to Big Pharma. In this podcast Dr Andree will teach you the tried and true secrets to building a pharma company using AI that anyone can use, at any budget. As the author of many peer-reviewed journals and having addressed over 500 industry conferences across the globe, Dr Andree Bates uses her obsession with all things AI and futuretech to help you to navigate through the, sometimes confusing but, magical world of AI powered tools to grow pharma businesses. This podcast features many experts who have developed powerful AI powered tools that are the secret behind some time saving and supercharged revenue generating business results. Those who share their stories and expertise show how AI can be applied to sales, marketing, production, social media, psychology, customer insights and so much more. Dr. Andree Bates LinkedIn | Facebook | Twitter

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