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Discover Insights and Innovations in Healthcare AI on the Segmed Blog

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Fit-for-Purpose Real-World Imaging Data: The Difference Between More Data and Better Data

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Blog Posts

AI in Mammography Screening: The MASAI Trial Demonstrates Improved Cancer Detection with Reduced Workload

Martina Aineseder

Bar chart comparing postoperative medical complication rates between a control group (37.3%) and an AI-guided intervention group (23.7%) following colorectal cancer surgery, representing a 36% relative reduction (OR 0.53; 95% CI, 0.36–0.76; p<0.001).

Why Most Clinical AI Studies Disappear: A Successful Colorectal Surgery Prediction Model

Bruno Pignataro

Imaging-Driven Real-World Evidence in Oncology: Advancing Precision Medicine Through Disease-Specific Research

Segmed Experts

Single-Center vs Multi-Center Studies: What We've Learned About Scaling Imaging AI

Segmed Experts

Can MRI-derived imaging biomarkers improve the prediction of knee osteoarthritis progression?

Luiz Perandini

Oligometastatic Disease in Real-World Radiology: The ECR 2026 Award-Winning Study That Reveals a Critical Gap

Andréia Pereira

Balancing Privacy and Progress When Sharing Real-World Imaging Data

Segmed Experts

Real‑world validation still matters for imaging AI

Martin Willemink

Multimodal Data Pipelines: The New Gold Standard in Pharma Research

Segmed Experts

How Real-World Imaging Data Can Close the AI Validation Gap

Segmed Experts

Advancing Healthcare Innovation: Segmed’s Impact at Scale

Martin Willemink

FDA Expectations for Real-World Imaging Data: What Makes RWE Regulatory-Grade

Segmed Experts

Optimizing and Accelerating Medical Device Regulatory Approvals with AI and RWiD

Segmed Experts

Data Preparation for Medical Imaging AI Model Development

Segmed Experts

Our Brand-New White Paper: Healthcare Innovation Depends on Data Sharing

Martin Willemink

Real-World Imaging Data in Oncology: Paving the Way for Breakthroughs in Breast Cancer Treatment

Segmed Experts

‍Accelerating Oncology Research: Unlocking the Power of AI and Real-World Imaging Data

Segmed Experts

Transforming Breast Cancer Screening: How AI and Real-World Imaging Data Enable Earlier Detection

Segmed Experts

Segmed brand pixelation

The Future of AI in Medical Devices: FDA Guidelines and Value of Imaging Data

Segmed Experts

Driving Healthcare Innovation: Why Medical Device Companies Need Real-World Imaging Data

Segmed Experts

AI and Its Rapid Evolution in the Medical Device Industry

Segmed Experts

How Linked Real-World Data Improves Therapeutic Development for Cancer Patients

Segmed Experts

Better Medical Device Outcomes Through Enhanced Imaging Data

Segmed Experts

Revolutionizing Radiology with Tokenized and De-Identified Imaging Data

Segmed Experts

Standardized Medical Imaging Beyond DICOM: The Key to Interoperability

Segmed Experts

Real World Imaging Data-Driven AI Models for Expanding the Capabilities of Surgical Robotics

Segmed Experts

Segmed Segmed's Elevation as an Industry Leader by CB Insights

Leading Synthetic Patient Data Innovation: Segmed's Elevation as an Industry Leader

Segmed Experts

Segmed celebrates reaching 1,000 academic citations for its research paper.

1,000 Citations and Counting: Fueling Segmed’s Mission to Make Medical Imaging Data Accessible to Innovators

Martin Willemink

The Future for Imaging Data in Surgery: A New Era of Real-Time Innovation

Segmed Experts

Role of De-Identified Medical Imaging Data in Precision Oncology

Segmed Experts

Bias, Equity & Data Diversity: Why Real-World Imaging Data is Essential for Ethical AI in Healthcare

Segmed Experts

Segmed Scientist in the Spotlight: Dr. Aline Lutz Featured Among Top 20 Researchers for Digital Health Advancements

Segmed Scientist in the Spotlight for Digital Health Advancements

Andréia Pereira

Regulatory and Privacy Challenges for Real-World Imaging Data-Driven Foundation Models

Segmed Experts

Role of Real-World Imaging Data in Fine-Tuning Healthcare Foundation Models

Segmed Experts

Real-World Imaging Datasets to Enhance Precision Medicine

Segmed Experts

Visual summary of how Segmed supported RadUnity’s fast-track to FDA clearance with real-world data and clinical imaging software.

From Concept to Clinical Practice: How Segmed Powered RadUnity’s Fast-Track to FDA Clearance

Andréia Pereira

GLP-1RA Research Revolution: How Real-World Imaging Data is Paving the Way for Future Therapies

Segmed Experts

Unlocking the Power of Real-World Imaging Datasets in Post-Market Surveillance

Segmed Experts

Unlocking the Power of Real-World Imaging Datasets in R&D - Clinical Trials

Segmed Experts

AI-Powered Healthcare Innovation

Driving AI-Powered Healthcare Innovation: How Segmed Helped NeuroCare.AI Achieve Success

Andréia Pereira

Alzheimer's Disease: Power of Real-World Imaging Data (RWiD)

Segmed Experts

Role of Computer Vision & Synthetic Data in Transforming Medical Imaging

Segmed Experts

FDA’s Guidance on Real-World Evidence and Real-World Data – Guidance Regarding Data Sources

Segmed Experts

FDA Guidelines for Leveraging Real-World Data from EHRs and Medical Claims - Guidance Regarding Study Design Elements

Segmed Experts

FDA Guidance on Real-World Evidence from EHRs and Medical Claims for Regulatory Decisions

Segmed Experts

Segmed's ASCO 2024 Insights with Taylor Duguay

Taylor Duguay

2023 AI Showcase Highlights: Innovations & Insights

Segmed Experts

Segmed Announces Partnership with Beacon Health System

Segmed Experts

Why startups have an edge over tech giants with AI in healthcare

Segmed Experts

Unveiling the Hype: Federated Learning Limitations in Health

Aline Lutz

What is Artificial Intelligence (AI)?

Segmed Experts

Vision Language Foundation Model for Chest X-Ray Generation

Nathan Huff

Transformative Power of Medical AI in Rural Developing Nations

Segmed Experts

Advancing Healthcare with Segmed's System Integration

Darcy Connors

Segmed's Insight Platform Wins Best AI Data Product Award

Segmed Experts

Segmed: your long-term data partner

Segmed Experts

Real-World Medical Imaging: Segmed Hits 100M

Segmed Experts

Data Security Guaranteed: Segmed ISO 27001 Certified

Rachel Madukayil

Segmed Ethics Committee Recap: Promoting AI Research Integrity

Segmed Experts

Segmed & Datavant: Advanced Imaging Data Integration

Segmed Experts

Data De-Identification in Medical Research: Privacy Safeguards

Segmed Experts

External Control Arms: Power of Real-World Imaging

Segmed Experts

AI in Radiology: Putting Patients and Clinicians First

Segmed Experts

Medical Imaging: an Essential Component of Real-World Data

Adam Koszek

Psychological Safety in the Workplace

Michelle Imhoff

Case Study: Zwanger Pesiri Radiology’s Success with Segmed

Unlocking Value from Medical Data: Zwanger Pesiri Radiology’s Success with Segmed

Segmed Experts

Preventing medical data biases

Segmed Experts

Introducing Segmed’s LLM-based Data De-identification Playground

Rachel Madukayil

Implementing AI as a Teammate in Healthcare

Nathan Huff

Is Joining a Startup Right for You? Pros & Considerations

Michelle Imhoff

Introducing Segmed Insight: AI-Powered Imaging Solutions

Segmed Experts

Managing Data Drift in Medical AI Models: Solutions

Martin Willemink

How AI-Powered Assistants Are Transforming Healthcare

Segmed Experts

How Segmed Streamlines Access to Medical Real-World Data (RWD)

Adam Koszek

Segmed’s Role in WHO Framework for AI Medical Devices

Martin Willemink

Why Healthcare Orgs Hesitate to Sell Data

Darcy Connors

The Future of Oncology Research and Innovation

Andréia Pereira

How is EHR technology used for managing Real-World Data?

Adam Koszek

Unlocking AI Insights: Federated Learning Explained

Segmed Experts

EHR and Real-World Data: A Brief History

Adam Koszek

Enhancing Data Security and Privacy with Tokenization

Segmed Experts

Top Reasons You Can't Miss Segmed at SCOPE Summit '24

Andréia Pereira

Barriers to data sharing in today’s healthcare landscape

Segmed Experts

AI driven healthcare — why sharing is caring

Segmed Experts

Aidence Case Study: Key Insights & Outcomes from Segmed

Segmed Experts

AI in Radiology: Shaping the Future of Medical Imaging

Nathan Huff

Artificial Intelligence: A Radiologist’s Virtual Consultant

Segmed Experts