Synthetic Patients in Clinical Research: Challenges, Methods and Applications | KEZAKO #1 - Season 2

🎙️ In this first episode of Season 2 of the KEZAKO series, Marie Sallaberry (Senior Biostatistician) and Louise Baschet (Co-founder & Head of Advanced Methods Department at Horiana) explore the concept of synthetic patients in clinical research. What are synthetic patients? How are they generated? Why are they attracting growing interest across the pharmaceutical industry, biotechnology, and medical research? In this webinar, we present the main use cases for synthetic patients, the generation methods currently being used, and the opportunities and limitations of these innovative approaches. 📌 Agenda: • Definition of virtual patients and synthetic data • State of the art and healthcare applications • Privacy, anonymization, and data sharing • Data augmentation and cohort simulation • Virtual control arms in clinical trials • Statistical, mechanistic, and generative AI models • Validation challenges and future perspectives 👩‍🔬 Speakers: • Marie Sallaberry - Data scientist, Horiana • Louise Baschet - Co-founder & Head of Advanced Methods Department, Horiana 🚀 Don't miss KEZAKO #2 of Season 2! Join us as we dive into the validation of synthetic patients, exploring the metrics, methodologies, and evaluation frameworks that ensure their credibility and usefulness in clinical research. Reserve your spot today: https://app.livestorm.co/horiana/vali...