A deep learning approach for patch-based disease diagnosis from microscopic images
Anson Simon; Ravi Vinayakumar; Viswanathan Sowmya; Kutti Padannayil Soman; Ennappadam Anathanarayanan A. Gopalakrishnan Center for Computational Engineering and Networking (CEN), Amrita School of Engineering, Coimbatore, India
Abstract
Disease diagnosis classifies patients’ health conditions into specific grades and helps to make appropriate decisions for better treatment. Advancement in the field of microscopy and computer vision enables efficient disease diagnosis, a requirement for economical healthcare. Recently, deep learning recasts the face of computer vision, which outperforms humans in object recognition tasks. Usually, convolutional neural ...
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