AIAInow is your chance to stream exclusive talks and presentations from our previous events, hosted by AI experts and industry leaders.
It’s a unique opportunity to watch the most sought-after AI content – ordinarily reserved for AIAI Pro members. Each stream delves deep into a key AI topic, industry trend, or case study.
Generative AI is emerging as a critical enabler for healthcare organizations managing large datasets at scale – bringing data scientists, clinicians, and researchers into tighter, more effective collaboration.
Join us for a deep dive into the operational backbone of successful GenAI deployments in healthcare data. From the challenges of data lag to the generation of synthetic data, you’ll learn how Unity Health’s Gemini network is unlocking the full potential of clinical notes with streamlined processes, smarter tooling, and cross-functional alignment.
In this session, you’ll explore:
What Gemini is – and why its deep clinical data sets are essential for scalable research success
The ICD Assist project lifecycle: from manual coding challenges to automated preliminary code generation
How to maintain a “human-in-the-loop” approach, accelerating collaboration between data teams and professional coders
Practical frameworks and tools for building robust AI pipelines, including Retrieval Augmented Generation (RAG) and Parameter-Efficient Fine-Tuning (PEFT)
Real-world case studies showcasing high-impact synthetic data generation strategies to overcome training limitations
Common challenges in data governance – and how to overcome them with secure, on-premise solutions
Whether you’re a healthcare practitioner, data developer, or team leader, this session will equip you with the insights and strategies to operationalize GenAI in clinical settings with confidence..
Meet the speakers:
Anis Sharafoddini, Ph.D. , Director Data Science and Innovation at Unity Health
Anis is the Director of Data Science and Innovation at Gemini, Canada’s largest health data sharing and analytics network based at Unity Health. She oversees the transformation of massive clinical datasets into actionable insights for researchers and clinicians.
Trong Shen, Manager, Data Operations Analytics Services, GEMINI at St Michael’s Hospital
Trong is the Manager, Data Operations Analytics Services at Gemini. He manages healthcare analytics operations with a strong focus on data governance, stakeholder consultation, and clinical data analysis.
