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AI

AI Credibility Is an Evidence Problem. FDA Just Reorganized Around It.
AI Credibility Is an Evidence Problem. FDA Just Reorganized Around It.
Oct 05, 2026
On October 1, FDA's Center for Drug Evaluation and Research (CDER) began operating a new Office of Innovation and Clinical Trial Modernization (OICTM) within...
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What Robotics Can Teach Us About the Data AI Needs for Life Sciences
What Robotics Can Teach Us About the Data AI Needs for Life Sciences
Sep 11, 2026
Large language models have benefited from enormous collections of existing internet content. Robotics faces a different challenge: much of the information a machine needs to learn...
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The Matching Problem: Why Finding the Right One Is So Hard, and Why AI Can’t Fix It
The Matching Problem: Why Finding the Right One Is So Hard, and Why AI Can’t Fix It
Jul 11, 2026
A few weeks ago I listened to a group of friends vent about dating apps: the endless swiping, the false starts, the fatigue. I could relate....
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Polygon Health Analytics Showcases AI-Driven SLE Research and Social Media Evidence at ISPOR 2026
Polygon Health Analytics Showcases AI-Driven SLE Research and Social Media Evidence at ISPOR 2026
May 03, 2026
Philadelphia, PA — Polygon Health Analytics LLC will present new research and lead an interactive workshop at the ISPOR 2026 Annual Conference, May 17–20, 2026, at...
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AI in HEOR, RWD & Medical Affairs: What 133 Professionals Told Us—and What It Means for the Industry
AI in HEOR, RWD & Medical Affairs: What 133 Professionals Told Us—and What It Means for the Industry
Apr 14, 2026
Artificial intelligence is gaining traction across many disciplines, and health economics and outcomes research (HEOR), real-world data (RWD), and medical affairs are no exception. To understand...
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Launchpad
Polygon Health Analytics Celebrates Graduation of 2025 Launchpad Cohort
Sep 03, 2025
[Philadelphia, September 2, 2025] – Polygon Health Analytics proudly announces the successful graduation of its 2025 Launchpad Program cohort—the second since the program’s inception—marking...
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Powerful AI Starts with High-Quality Data: Lessons from Edwin Chen and Surge AI
Powerful AI Starts with High-Quality Data: Lessons from Edwin Chen and Surge AI
Jul 28, 2025
In a world where AI headlines are dominated by billion-dollar fundraises, massive model sizes, and compute power arms races, Edwin Chen offers a refreshing counter-narrative. As...
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Literature Reviews
Systematic Literature Reviews and AI: A Gold Standard Meets Innovation
Jun 01, 2025
Discover how Systematic Literature Reviews (SLRs) provide a gold-standard method for evidence synthesis in biomedicine—and how AI is transforming the process. Learn the key steps, differences from other review types, and the future potential of automation in research....
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Is Life Science Ready for AI?
Is Life Science Ready for AI?
Feb 26, 2025
A few days ago, Dr. Geoffrey Hinton, often referred to as the “Godfather of AI,” made a chilling statement: “There is a 10-20 percent probability that...
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Lupus
Polygon Health Analytics Receives Competitive SBIR Grant from NIMHD to Address Health Disparities in Lupus Care
Nov 19, 2024
Philadelphia, PA — Nov 19, 2024 — Polygon Health Analytics LLC is proud to announce its award of a $295,924 Small Business Innovation Research (SBIR) Phase I...
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ISPOR_2024
Polygon Health Analytics to Present AI-driven chart review capabilities at ISPOR 2024
Apr 25, 2024
Polygon Health Analytics is proud to announce the development of a groundbreaking capability – a Large Language Model (LLM)-facilitated chart review solution. This application of advanced...
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Clinical Trials
Bridging the Gap: Real-World Data Enhancing Clinical Trials
Mar 12, 2024
Randomized clinical trials (RCTs) have long been recognized as the gold standard for testing the safety and efficacy of pharmaceutical interventions. Despite their rigorous methodology, RCTs...
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