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Dhamale Akshat

As seen in: MDPI
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Articles

A Foreground Prototype-Based One-Shot Segmentation of Brain Tumors

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By Ananthakrishnan Balasundaram, Muthu Subash Kavitha, Yogarajah Pratheepan, Dhamale Akshat
| MDPI
Abstract : The potential for enhancing brain tumor segmentation with few-shot learning is enormous. While several deep learning networks (DNNs) show promising segmentation results, they all take a substantial amount of training data in order to yield appropriate results. Moreover, a prominent problem for most of these models is to perform well in unseen classes.
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