Author

A. Chimanna

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Open access Sep 2026

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

Early and accurate discovery of brain tumours is crucial for timely diagnosis and effective treatment planning. In this work, we put forward an explainable multimodal CNN–Transformer framework, kind of merges MRI and CT cues in a complementary way, using attention-guided multimodal fusion so that tumour classification...

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