Author

Segmed

@segmed01

articles: 19
total claps: 65
top claps: 20
avg read: 4.9 min
active: 2025-04-08 → 2026-05-27

Wiki topics

IMG · Medical Imaging & Radiology · 12 🎵 · Music & Audio · 9 AI · AI · General · 4 🔒 · Cybersecurity · 4 PRE · Precision & Personalized Medicine · 3 DH · Digital Health & Health Tech · 3 MM · Multimodal & Generative Media · 3 ONC · Oncology · 2

Top tags

#real-world-imaging-data ·10 #rwid ·8 #ai-in-radiology ·7 #real-world-evidence ·6 #ai-medical-imaging ·3 #foundation-models ·3 #multimodal-data ·2 #healthcare-innovations ·2 #rwd ·2 #medical-imaging ·2

MED

SE Segmed

Segmed Scientist in the Spotlight for Digital Health Advancements | Andréia Pereira

The conversation around digital health has been rapidly evolving, driven by the integration of cutting-edge technology into healthcare…

Jun 26, 2025 · 4 min read · 20 claps #digital-health #rwid #real-world-evidence

Segmed Scientist in the Spotlight for Digital Health Advancements | Andréia Pereira

ECO

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

As drugs and medical devices continue to evolve and develop, post-marketing surveillance (PMS) has been a critical activity deemed…

Apr 08, 2025 · 3 min read · 20 claps #medical-devices #real-world-imaging-data #post-market-surveillance

MED MDA

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

A large-scale analysis of 33.7 million radiology reports uncovers how rarely radiologists independently document oligometastatic disease…

Apr 02, 2026 · 9 min read · 10 claps #real-world-imaging-data #ecr-2026-radiology #ai-medical-imaging

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

AI TCH MDA SOC

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Segmed at RSNA 2025 — Real-World Imaging Data for AI Innovation

As the healthcare and artificial intelligence (AI) worlds converge ever more deeply, the upcoming Radiological Society of North America…

Oct 28, 2025 · 3 min read · 10 claps #real-world-imaging-data #multimodal-healthcare-ai #segmed-datasets

Segmed at RSNA 2025 — Real-World Imaging Data for AI Innovation

MED HUM

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

Author: Bruno Pignataro

May 27, 2026 · 3 min read · 5 claps #clinical-ai #colorectal-surgery-ai #real-world-healthcare

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

MED SOC GEN

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Imaging-Driven Real-World Evidence in Oncology: Advancing Precision Medicine Through…

Clinical trials have been the foundation of how we understand the field of oncology for many years. However there is one fundamental flaw…

May 21, 2026 · 12 min read · 0 claps #oncology-precision #real-world-evidence #medical-imaging

SCI MED MDA

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Single-Center vs Multi-Center Studies: What We’ve Learned About Scaling Imaging AI | Segmed Experts

‍From Proof-of-Concept to Scale‍

May 07, 2026 · 9 min read · 0 claps #ai-imaging #multi-center-imaging-data #single-center-study

Single-Center vs Multi-Center Studies: What We’ve Learned About Scaling Imaging AI | Segmed Experts

TCH MED MDA

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Balancing Privacy and Progress When Sharing Real-World Imaging Data | Segmed Experts

Real‑World Imaging Data (RWiD) is increasingly being shared and used in research. It is valuable since it allows for new insights into…

Mar 23, 2026 · 7 min read · 0 claps #real-world-imaging-data #ai-in-radiology #medical-imaging-data

Balancing Privacy and Progress When Sharing Real-World Imaging Data | Segmed Experts

TCH MED AI MDA

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Multimodal Data Pipelines: The New Gold Standard in Pharma Research | Segmed Experts

In the current era, the pharmaceutical industry has largely embraced the “Multimodal Dataset”. R&D teams are successfully integrating…

Mar 19, 2026 · 7 min read · 0 claps #multimodal-data #multimodal-data-in-pharma #real-world-data

Multimodal Data Pipelines: The New Gold Standard in Pharma Research | Segmed Experts

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

Artificial intelligence (AI) has demonstrated impressive performance across a range of medical imaging tasks, from lesion detection and…

Feb 26, 2026 · 6 min read · 0 claps #real-world-imaging-data #ai-medical-imaging #diverse-imaging-datasets

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

AI MED MDA

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Optimizing and Accelerating Medical Device Regulatory Approvals with AI and RWiD | Segmed Experts

Artificial intelligence (AI) and real-world imaging data (RWiD) are fundamentally reshaping and accelerating regulatory approval for…

Jan 28, 2026 · 4 min read · 0 claps #fda-ai-guidance #rwid #regulatory-automation

SE Segmed

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

Discover how Segmed’s tokenized Real-World Imaging Data (RWiD) enables the tuning of the healthcare foundation model for maximizing…

Jun 09, 2025 · 4 min read · 0 claps #rwid #real-world-imaging-data #real-world-evidence

MED

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Real‑world validation still matters for imaging AI | Martin Willemink

Over the past few years, intracranial hemorrhage (ICH) detection has become one of the most mature and regulated use cases in clinical…

Mar 19, 2026 · 4 min read · 0 claps #real-world-validation #real-world-imaging-data #ai-model-validation

Real‑world validation still matters for imaging AI | Martin Willemink

MED GEN

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Real-World Imaging Datasets to Enhance Precision Medicine

Healthcare delivery is evolving from population medicine to precision medicine. Precision medicine means customizing the treatment to a…

Apr 28, 2025 · 4 min read · 0 claps #real-world-evidence #real-world-imaging-data #medical-imaging-datasets

TCH AI

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

The development of foundation models in healthcare has increased considerably over the recent past, especially as a way of enhancing…

Jun 19, 2025 · 3 min read · 0 claps #llms-in-healthcare #rwid #real-world-imaging-data

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Segmed Ethics Committee Recap | Segmed Team

Anonymized medical data sharing is necessary for the advancement of medicine, but it requires a tremendous amount of trust from all…

Sep 23, 2025 · 3 min read · 0 claps #medical-imaging #rwid #rwd

Segmed Ethics Committee Recap | Segmed Team

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

Healthcare innovation is at an inflection point. Across life sciences, digital health, and clinical care, innovation is accelerating…

Dec 22, 2025 · 3 min read · 0 claps #healthcare-data-sharing #clinical-data-for-ai #healthcare-innovations

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

Knee osteoarthritis is a serious and common joint disease that can cause pain, functional limitations, reduced mobility, and lower quality…

Apr 30, 2026 · 2 min read · 0 claps #real-world-imaging #ai-in-radiology #predictive-biomarkers

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

TCH MED MDA

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Advancing Healthcare Innovation: Segmed’s Impact at Scale | Martin Willemink

Segmed has been advancing and conquering milestones: building a nationwide, privacy-first imaging data network spanning all 50 U.S. states…

Feb 05, 2026 · 2 min read · 0 claps #healthcare-innovations #impact-report #foundation-models