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Gajera Yugant R.'s Projects

data-analytics-projects icon data-analytics-projects

Analytics is the systematic computational analysis of data or statistics. It is used for the discovery, interpretation, and communication of meaningful patterns in data. It also entails applying data patterns toward effective decision-making.

dilated-inception-u-net-for-nuclei-segmentation-in-multi-organ-histology-images icon dilated-inception-u-net-for-nuclei-segmentation-in-multi-organ-histology-images

Medical image processing using machine learning is an emerging field of study which involves making use of medical image data and drawing valuable inferences out of them. Segmentation of any body of interest from a medical image can be done automatically using machine learning algorithms. Deep learning has been proven effective in the segmentation of any entity of interest from its surroundings such as brain tumors, lesions, cysts, etc which helps doctors diagnose several diseases. In several medical image segmentation tasks, the U-Net model achieved impressive performance. In this study, a Dilated Inception U-Net model is employed to effectively generate feature sets over a broad region on the input in order to segment the compactly packed and clustered nuclei in the Molecular Nuclei Segmentation dataset that contains H&E histopathology pictures. A comprehensive review of published work based on deep learning on this dataset has also been exhibited.

indian-restaurant icon indian-restaurant

Indian restaurant food Ordering website allows Customers to order food anytime, anywhere, and have it delivered to their doorstep. They also browse the menus, place orders, and pay online, making the entire process convenient and efficient. So, it used for those who want food to their place without going to restaurant.

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