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Author

K. Muthuchamy

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Open access Sep 2026

UMPM-Net: A Multimodal Deep Learning Framework for Colorectal Cancer Prognosis

The proposed UMPM-Net is a comprehensive, explainable and robust multimodal learning framework that is capable of accurate, interpretable, and clinically relevant prognostication for colorectal cancer.

K. Muthuchamy, S. K. Piramu Preethika · 0 citations
Conference Jul 2026

A CNN–Transformer Hybrid Model for Early Breast Cancer Detection from Mammograms

Early-stage identification of breast cancer is imperative in decreasing the cancer-related mortality rate. However, the interpretation of mammograms is difficult as the contrast is low, and lesions of interests may be subtle. This study proposes a hybrid model which combines Convolutional Neural Networks (CNN) and Tran...

A. Sengar, Deepika Dattatraya Walanjkar, V. Pushpa et al. · 0 citations

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