Author

A. Chimanna

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Open access Sep 2026

Deep learning-based multi-modal imaging for early detection of brain tumour

The proposed framework uses modality-specific CNN encoders, a Transformer based cross-modal attention module, and several fusion recipes—early fusion, late fusion, and attention-driven fusion so that tumour classification and localisation can happen at the same time.

Diptee Ghusse, Harshala Shingne, A. Yenkikar et al. · Discover Computing · 0 citations

Aug 2026

Optimizing Cancer Drug Treatments Using Big Data Integration of Genomic and Clinical Data for Personalized Medicine.

BigCancerNet (BCN) is introduced, a robust big data framework that merges multi-source information and uses a Graph Neural Network for Cancer Treatment Optimization (GNN-CTO) to accurately forecast individual drug responses and patient survival trajectories to boost treatment success, reduce toxic side effects, and per...

A. Chimanna, Harshala Shingne, Shabana Pathan et al. · Cancer Investigation · 0 citations