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Image Credit: Arxiv

AI in Lung Health: Benchmarking Detection and Diagnostic Models Across Multiple CT Scan Datasets

  • Lung cancer remains the leading cause of cancer-related mortality worldwide.
  • AI models are being integrated into medical imaging for the early detection of lung cancer.
  • Duke Lung Cancer Screening (DLCS) Dataset, a large open-access dataset with over 2,000 scans and 3,000 expert-verified nodules, is introduced.
  • Benchmarking of deep learning models for nodule detection and lung cancer classification is conducted across multiple datasets, demonstrating strong generalizability.

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