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22 items for “M Ray”

  1. AI-Driven Segmentation of Chest Radiographs for Enhanced Early Detection of Lung Cancer

    Malathi Ravindran, R.

    2025Journal ArticleJournal ArticlesOpen access

    Early detection of lung cancer significantly improves patient survival rates, yet traditional interpretation of chest radiographs remains challenging due to subtle abnormalities and overlapping anatomical structures. This study presents an AI-driven approach…

  2. Federated Deep Learning for Privacy-Preserving Early Lung Cancer Detection in Distributed Hospital Networks

    Malathi Ravindran, R.

    2025Journal ArticleJournal ArticlesOpen access

    …to be a significant global health concern. However, privacy issues frequently make it difficult for healthcare organizations to work together by exchanging patient data. A federated deep learning system for early lung cancer diagnosis utilizing chest…

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