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Saurav Mali on Muck Rack

Saurav Mali

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Articles

Precision lung cancer classification using convolutional neural networks with enhanced image pre-processing and model optimization

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By Subrata Sinha, Sanchaita Rajkhowa, Biren Parikh, Saurav Mali, Samrat Bordoloi, Sanjiban Patra
| Nature Verified
Abstract Among various types of cancers, lung cancer causes the highest mortality globally, necessitating prompt diagnosis for effective treatment. Traditionally, histopathological analysis of Hematoxylin and Eosin (H&E)-stained slides serves as the principal method for definitive diagnosis. However, manual interpretation is often hindered by staining variability. This research focuses on designing a Convolutional Neural Network (CNN) model tailored to classify various subtypes of lung carcinoma.
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