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Ch.Sanjeev Kumar Dash on Muck Rack

Ch.Sanjeev Kumar Dash

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Articles

Lifelong learning enabled GAN framework for brain MRI FLAIR synthesis and tumor segmentation

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By Jayashree Piri, Biswaranjan Acharya, Jiten Kumar Mohanty, Ch.Sanjeev Kumar Dash, Aliazar Deneke Deferisha
| Nature Verified
Abstract Accurate synthesis of missing MRI modalities plays a crucial role in multi-modal neuro-imaging pipelines. In real-world setups, each hospital or scanner does not always provide all MRI modalities for diagnosis. As FLAIR MRI sequence shows tumor boundaries especially edema, many sites lack FLAIR MRI sequence or have low-quality FLAIR.
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