Publications
Validation, conferences, and publications
Every performance claim Loon makes traces back to a peer-reviewed paper, an independent benchmark, or a public conference presentation. Here is the full record.
Scientific validation
Pediatric Academic Societies · 2026 · Independent validationCan Agentic AI Replicate a Cochrane Neonatal Systematic Review? An Evaluation Using Loon Lens — an independent validation by the BC Neonatal Cochrane groupValue in Health (ISPOR) · 2025 · Peer-reviewedValidating Loon Lens™ 1.0 for Autonomous Abstract Screening and Confidence-Guided Human-in-the-Loop Workflows in Systematic ReviewsValue in Health · 2025Using Autonomous Generative AI Agents for Data Extraction from Clinical Study ReportsmedRxiv · 2025Evaluating Loon Lens Pro, an AI-Driven Tool for Full-Text Screening in Systematic Reviews: A Validation StudymedRxiv · 2024Loon Lens™ 1.0 validation paper (TiAb) — Agentic AI for Title and Abstract Screening in Systematic Literature ReviewsmedRxiv · 2024Agentic AI for Streamlining Title and Abstract Screening: Addressing Precision and Evaluating Calibration of AI Guardrails in Loon Lens™ 1.0
Loon at ISPOR
ISPOR 2026 · Short courseApplied Generative AI for HEOR: Advanced Architectures
ISPOR 2025 · Issue panelAI Agents and Guardrails in HEOR: The Ultimate Solution to GenAI Shortcomings or Just Another Overhyped Tool?