MEDIA CENTER

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Explore the stories behind our science and the people it serves.

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Each month, we will send key data updates, stories from the field, and new research on inclusive oncology AI.

Highlight of the Month

Metadata is the Missing Infrastructure Layer in Cancer AI
blog February 13, 2026 9 min

Metadata is the Missing Infrastructure Layer in Cancer AI

Cancer AI doesn’t fail because of weak algorithms, but it fails because of missing metadata, the invisible infrastructure layer that determines whether models generalize, meet EU AI Act requirements, and truly scale across institutions.

D
Dr. Myroslav Zapukhlyak
Senior Data Manager
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PAICON at Health.Tech Global Summit Basel: Advancing Inclusive, Data-Driven AI in Healthcare
news March 13, 2026

PAICON at Health.Tech Global Summit Basel: Advancing Inclusive, Data-Driven AI in Healthcare

At Health.Tech Global Summit Basel, PAICON highlights the role of global, high-quality data and harmonization in building inclusive, trustworthy healthcare...

4 min
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Why Medical AI Fails in the Real-World: From High Accuracy to Poor Generalization
news March 10, 2026

Why Medical AI Fails in the Real-World: From High Accuracy to Poor Generalization

Why medical AI models fail in real-world clinical settings despite high accuracy. Explore the generalization gap, data variability, and how...

3 min
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Insights from WHX Dubai: Scaling HealthTech with Purpose
news February 22, 2026

Insights from WHX Dubai: Scaling HealthTech with Purpose

At WHX Dubai, our CEO explored why scaling a HealthTech startup isn’t just about growth—it’s about building responsible AI infrastructure,...

3 min
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External Validation in Cancer AI: Why Generalization is the Real Benchmark
news February 20, 2026

External Validation in Cancer AI: Why Generalization is the Real Benchmark

External validation is emerging as the defining benchmark in cancer AI, as digital pathology models must demonstrate robust cross-institutional generalization...

3 min
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JPM 2026 Spotlight: The Race for Better Data Is On
news January 27, 2026

JPM 2026 Spotlight: The Race for Better Data Is On

JPM Week 2026 highlights that the real bottleneck for AI-driven medicine is no longer algorithms, but the urgency of building...

3 min
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Why AI Accuracy Alone Doesn’t Drive Adoption in Digital Pathology
news January 15, 2026

Why AI Accuracy Alone Doesn’t Drive Adoption in Digital Pathology

Even though AI models in digital pathology are reaching expert-level accuracy, clinical adoption still depends far more on trust, workflow...

4 min
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PAICON and NVIDIA Spotlight Sovereign AI at AI Week
news November 17, 2025

PAICON and NVIDIA Spotlight Sovereign AI at AI Week

PAICON and NVIDIA jointly highlighted the future of Sovereign AI at AI Week.

4 min
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Trustworthy Healthcare AI: Turning Technology Into Real Clinical Impact
news November 12, 2025

Trustworthy Healthcare AI: Turning Technology Into Real Clinical Impact

This article explores how transparency, uncertainty awareness, and workflow-first design turn AI from a technical tool into a reliable component...

4 min
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PAICON Presented Cervical Cancer AI Solutions at IPVS 2025 in Bangkok
news November 10, 2025

PAICON Presented Cervical Cancer AI Solutions at IPVS 2025 in Bangkok

We presented its cervical cancer AI solutions at IPVS 2025 in Bangkok, showcasing the OncoPath initiative and reinforcing its mission...

4 min
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Subscribe to Our Monthly Newsletter

Each month, we will send key data updates, stories from the field, and new research on inclusive oncology AI.