Author

Jie Li

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Review Open access Feb 2026

A systematic review on colon cancer classification by convolutional neural networks: Architecture, accuracy, and research directions

A systematic review of recent notable studies of CNN-based colon cancer classification using histopathological WSI showed that Res-Net architecture demonstrated the highest accuracy in both bi- and multi-classification tasks over the past five years.

Jie Li, Wei-Wei Goh, N. Jhanjhi et al. · Digital Health · 0 citations

Review Jul 2026

A Mini-review on CNN-based Biomedical Image Processing: Modality, Applications, and Future Trends

The need for continued innovation in explainable AI, computational efficiency, and regulatory compliance to bridge the gap between theoretical advancements and clinical implementation is underscored.

Jie Li, Li-Xin Wang · Current Healthcare Research · 0 citations