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Ranjit Prasad Swain on Muck Rack

Ranjit Prasad Swain

As seen in: Nature, Research Journal of Pharmacy and Technology
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Articles

Multiclass lung cancer detection using a hybrid capsule inspired deep neural network

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By Abhishek Bhattacharjee, Ranjit Prasad Swain, Ram Sahu Verified, Ananya Bhattacharee
| Nature Verified
Abstract Convolutional Neural Networks are widely used in lung cancer detection for more than a decade. However, it suffers from preserving spatial relationships among features, leading to dead units in deeper layers. This is overcome by the capsule network (CapsNet), which estimates various instantaneous parameters. Nevertheless, the dynamic algorithm implemented in CapsNet is prone to computational complexity because of its higher-end matrix multiplication between primary and secondary capsules.
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