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AI, Data & Analysis Program at Precision Medicine West

October 7-8, 2027
Hilton San Diego Bayfront, San Diego, CA, USA

The AI, Data & Analysis program covers how AI and data science are changing precision drug development and diagnostics, and where human judgment remains critical. It is for data science and AI leads, bioinformaticians, and platform and infrastructure providers.

Session Themes

AI & Machine Learning for Data-Driven Precision Medicine
How AI, machine learning and advanced analytics turn complex biological and clinical data into insights that improve biomarker discovery, patient stratification, treatment selection and clinical outcomes.

Featured Sessions

AI in Multi-Omics: Hype, Reality, and What Comes Next

Computational pathology in San Diego

Building on the legacy of computational pathology in San Diego, the program at Precision Medicine West showcases innovation from California's tech hubs, including the Bay Area and Silicon Valley, with a focus on AI-powered pathology, foundation models, computational biomarker discovery and multimodal data integration. Biotech innovators and technology leaders explore how machine learning and digital pathology are transforming tissue analysis and making precision medicine more predictive.

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What's changed this year

Between October 2025 and October 2026, computational pathology moved from specialized AI tools toward more generalizable models that analyze tissue images, predict biomarkers and support precision medicine, and toward platforms that link tissue morphology with molecular biology and clinical outcomes. The challenge now is turning strong model performance into reliable, reproducible and clinically useful applications.

Who should attend

Pathologists

Digital pathology leads  

Diagnostics companies 

Clinicians

AI and imaging teams

Computational pathology teams

Bioinformaticians

Pathology workflow providers

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Featured Speakers from Data & AI Zone US 2026

2027 Program by numbers

7+

Speakers

8+

Sessions

7+

Hours of content

How it connects

AI, Data & Analysis focuses on the technologies, infrastructure and machine learning approaches that turn complex healthcare and biological data into insight, including generative AI, predictive analytics and data integration. The other three programs show how that insight is used, in biomarkers, pathology and multi-omics. Links to each program, plus the AI & Data Zone.

Frequently Asked Questions

How do we keep patients at the center of data-driven precision medicine?
The AI & Machine Learning for Data-Driven Precision Medicine track looks at how AI and multi-omics can advance personalized treatment while keeping patient needs, outcomes and trust in focus, including the ethical use of AI and the need for transparent, interpretable analysis.
Where will AI make the most impact, and where is it overhyped?
Sessions look at where machine learning delivers in target identification, biomarker discovery, disease modeling and predicting patient response, and where expectations need grounding in evidence. The discussion AI in Multi-Omics: Hype, Reality, and What Comes Next takes a critical look.
How do you develop AI tools for drug development in a regulated environment?
By building tools that are scientifically robust, explainable and fit for responsible use. Sessions cover how multi-omics and longitudinal data strengthen predictive models, and why interpretability, transparency and trust matter in AI-driven analysis.
How can researchers make AI work on real-world data, safely and at scale?

Sessions cover combining real-world and multi-omics data for disease modeling, response prediction and biomarker discovery, alongside responsible AI practices that hold up as datasets grow more complex.

When and where is the AI, Data & Analysis program at Precision Medicine West?
October 7-8, 2027 in San Diego, CA

Be part of the conversations shaping
the future of medicine.

October 7-8, 2027
Hilton San Diego Bayfront, San Diego, CA, USA

NextGen Omics Data & Analysis 2026 Agenda at a Glance

DAY ONE

Track 1: Multi-Omics Approaches for Data Integration, Harmonization & Analytics

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Key Event Highlights

An unmissable journey awaits you: from celebrated keynote speakers and insightful private roundtables, to an exclusive gala dinner. Discover the moments that will transform your NextGen Omics & Spatial experience. 

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