Research map: Benchmarking 54 large language model configurations for CAD-RADS scoring: open-weight models approach human-level agreement

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  1. CAD-RADS™: Coronary Artery Disease – Reporting and Data System · Ricardo C. Cury · 2016 · 509 citations · Cited by this paper
  2. Impact of formalin fixation on biventricular parameters in cardiac diffusion tensor imaging: A pilot study in a miniature swine model · 2026 · Related
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  15. Large Language Models for CAD-RADS 2.0 Extraction From Semi-Structured Coronary CT Angiography Reports: A Multi-Institutional Study · Dabin Min · 2025 · 9 citations · Cited by this paper
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  17. Can large language models be new supportive tools in coronary computed tomography angiography reporting? · Eren Çamur · 2024 · 8 citations · Cited by this paper
  18. Leveraging GPT-4o for Automated Extraction and Categorization of CAD-RADS Features From Free-Text Coronary CT Angiography Reports: Diagnostic Study · Youmei Chen · 2025 · 5 citations · Cited by this paper
  19. Large Language Models Versus Human Readers in CAD-RADS 2.0 Categorization of Coronary CT Angiography Reports · Won-Seok Yoo · 2025 · 3 citations · Cited by this paper
  20. Comparative evaluation of large language models for generating CAD-RADS 2.0-compliant diagnostic conclusions in cardiac CT reports · Giovanni D. Lorusso · 2026 · 2 citations · Cited by this paper
  21. Enhancing the CAD-RADS™ 2.0 Category Assignment Performance of ChatGPT and DeepSeek Through “Few-shot” Prompting · Hasan Emin Kaya · 2025 · 2 citations · Cited by this paper
  22. Prompting large language models and evaluating inter- and intra-rater agreement for cancer progression assessment from radiology reports · T.Ó. Kristjánsson · 2026 · 2 citations · Cited by this paper
  23. Retrieval-augmented generation-enhanced large language models for comprehensive CAD-RADS 2.0 categorization from structured coronary CTA reports · Esat Kaba · 2026 · 1 citation · Cited by this paper
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