Author

D. Natarajasivan

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Open access Jul 2026

CNN-RNN framework for lung cancer classification using CT imaging and GAN-based augmentation

The obtained findings suggest that the proposed CNN–RNN framework can support CT image-based lung cancer classification under limited dataset conditions for CT image-based lung cancer classification under limited medical imaging conditions.

Bodicherla Siva Sankar, D. Natarajasivan, M. Reddy · Frontiers in Artificial Inte... · 0 citations

Open access Sep 2026

Enhanced lung cancer detection using BiLSTM attention and transformer models on clinical text data

Lung cancer continues to be a major cause of death globally, making early and precise detection crucial for improving patient outcomes. In this research, we introduce an enhanced method for predicting and detecting lung cancer by combining Bidirectional Long Short-Term Memory (BiLSTM) networks with an attention mechani...

Bodicherla Siva Sankar, D. Natarajasivan, M. Reddy · Scientific Reports · 0 citations