Quantum Transfer Learning for Diagnosis of Diabetic Retinopathy

Sridevi S,Kanimozhi T, Sayantan Bhattacharjee,Durri Shahwar, K. Soma Sekhar Reddy

2022 International Conference on Innovative Trends in Information Technology (ICITIIT)(2022)

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摘要
India is on track to become the world’s diabetes capital thus demanding accurate diagnosis of Diabetic retinopathy from optical coherence tomography (OCT) retinal images. Accurate and faster diagnosis is difficult as it depends on quality of image, operator handling and also the growing number of patients. In this paper we propose the use of quantum transfer learning model to accomplish diagnosis ...
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关键词
Computers,Quantum computing,Retinopathy,Computational modeling,Transfer learning,Feature extraction,Retina
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