• Skip to main content
  • Skip to secondary menu
  • Skip to primary sidebar
  • Skip to secondary sidebar
  • Skip to footer

  • Opinion
  • Health IT
    • Behavioral Health
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Patient Engagement
    • Population Health Management
    • Revenue Cycle Management
    • Social Determinants of Health
  • Digital Health
    • AI
    • Blockchain
    • Precision Medicine
    • Telehealth
    • Wearables
  • Life Sciences
  • Investments
  • M&A
  • Value-based Care
    • Accountable Care (ACOs)
    • Medicare Advantage

Voio Emerges from Stealth with $8.6M to Launch World’s Most Accurate Medical Imaging Model

by Fred Pennic 11/24/2025 Leave a Comment

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print
Voio Emerges from Stealth with $8.6M to Launch World's Most Accurate Medical Imaging Model

What You Should Know:

  • Voio, a frontier AI lab spun out of UC Berkeley and UCSF, has secured $8.6M in seed funding led by Laude Ventures and The House Fund to launch a unified reading platform
  • The company’s open-source model, Pillar-0, demonstrates unprecedented accuracy—outperforming leading models from Google and Microsoft by 10%–17% AUC—to address radiologist burnout and diagnostic delays.

Solving Fragmentation and Burnout in Radiology
Voio’s core mission is to solve the fragmentation that plagues radiology reporting, which currently requires constant context-switching between image viewers, reporting software, EHRs, and multiple AI tools.
Voio’s first focus is building a unified reading platform powered by frontier vision-language models.
Seamless Reporting: The platform interprets complete exams and drafts high-quality reports, allowing radiologists to review and finalize faster without sacrificing accuracy.
Restoring Balance: By designing the reporting experience from the ground up, Voio aims to reduce unsatisfying grunt work and let radiologists focus on patient care.
This unified approach aims to address the critical workforce shortage in radiology, which, with 375 million CT scans performed annually, leads to longer turnaround times and diagnostic delays.

Pillar-0: Unprecedented Accuracy in Medical Image Interpretation

Pillar-0, the initial iteration of the company’s AI, is benchmarked as the world’s most accurate AI model for medical imaging. Key performance highlights include:
Accuracy Lead: Demonstrated a 10% to 17% AUC accuracy improvement over leading models from Google, Microsoft, and Alibaba.
Broad Coverage: Achieved a 0.87 AUC across 350+ findings in chest CT, abdomen CT, brain CT, and breast MRI scans.
Predictive Power: Fine-tuning of P0 led to a 7% improvement over the state-of-the-art in predicting future lung cancer (Sybil-1) during an external validation study at Massachusetts General Hospital.

“Radiologists shouldn’t have to choose between speed and quality,” said Dr. Maggie Chung, Co-Founder and Medical Lead of Voio. “Our goal is to make radiology reporting seamless by drafting full reports and connecting images, history, and prior exams into one intelligent platform that feels natural to use. By re-designing the reporting experience from the ground up, we can reduce unsatisfying grunt work and let radiologists focus on patient care.”

  • LinkedIn
  • Twitter
  • Facebook
  • Email
  • Print

Tagged With: Artificial Intelligence

Tap Native

Get in-depth healthcare technology analysis and commentary delivered straight to your email weekly

Reader Interactions

Primary Sidebar

Subscribe to HIT Consultant

Latest insightful articles delivered straight to your inbox weekly.

Submit a Tip or Pitch

2026 Predictions & Trends

Healthcare 2026 Forecast: Executives on AI Survival, Financial Reckoning, and the End of Point Solutions

2026 Healthcare Executive Predictions: Why the AI “Pilot Era” Is Officially Over

Featured Research Report

Digital Health Funding Hits $14.2B in 2025: A Year of AI Exuberance and Market Bifurcation

Most-Read

Beyond the Hype: New KLAS Data Validates the Financial and Clinical ROI of Ambient AI

Beyond the Hype: New KLAS Data Validates the Financial and Clinical ROI of Ambient AI

Anthropic Debuts ‘Claude for Healthcare’ and Opus 4.5 to Engineer the Future of Life Sciences

Anthropic Debuts ‘Claude for Healthcare’ and Opus 4.5 to Engineer the Future of Life Sciences

OpenAI Debuts ChatGPT Health: A ‘Digital Front Door’ That Connects Medical Records to Agentic AI

OpenAI Debuts ChatGPT Health: A ‘Digital Front Door’ That Connects Medical Records to Agentic AI

From Genes to Hackers: The Hidden Cybersecurity Risks in Life Sciences

From Genes to Hackers: The Hidden Cybersecurity Risks in Life Sciences

Utah Becomes First State to Approve AI System for Prescription Renewals

Utah Becomes First State to Approve AI System for Prescription Renewals

NYC Health + Hospitals to Acquire Maimonides in $2.2B Safety Net Overhaul

NYC Health + Hospitals to Acquire Maimonides in $2.2B Safety Net Overhaul

KLAS Report: Why Hospitals Are Choosing Efficiency Over 'Agentic' AI Hype in 2025

KLAS Report: Why Hospitals Are Choosing Efficiency Over ‘Agentic’ AI Hype in 2025

Advanced Primary Care 2026: Top 6 Investments for Health Systems According to Harvard Medical School

Advanced Primary Care 2026: Top 6 Investments for Health Systems According to Harvard Medical School

AI Nutrition Labels: The Key to Provider Adoption and Patient Trust?

AI Nutrition Labels: The Key to Provider Adoption and Patient Trust?

Kristen Hartsell, VP of Clinical Services, RedSail Technologies

The Pharmacy Closures Crisis: How Independent Pharmacies Are Fixing Pharmacy Deserts

Secondary Sidebar

Footer

Company

  • About Us
  • 2026 Editorial Calendar
  • Advertise with Us
  • Reprints and Permissions
  • Op-Ed Submission Guidelines
  • Contact
  • Subscribe

Editorial Coverage

  • Opinion
  • Health IT
    • Care Coordination
    • EMR/EHR
    • Interoperability
    • Population Health Management
    • Revenue Cycle Management
  • Digital Health
    • Artificial Intelligence
    • Blockchain Tech
    • Precision Medicine
    • Telehealth
    • Wearables
  • Startups
  • Value-Based Care
    • Accountable Care
    • Medicare Advantage

Connect

Subscribe to HIT Consultant Media

Latest insightful articles delivered straight to your inbox weekly

Copyright © 2026. HIT Consultant Media. All Rights Reserved. Privacy Policy |