A Low-Cost Diabetic Retinopathy Screening Tool Using a Smartphone and Machine Learning Algorithm

Author:

Mujeeb Rahman K. K.,Ahmed Khawla,Moh’d Tala,Alrahman Amina Wali

Publisher

Springer Nature Singapore

Reference30 articles.

1. Ninel Z, Gregori MD (2022) Diabetic retinopathy: causes, symptoms, treatment. Accessed 12 Nov 2022. https://www.aao.org/eye-health/diseases/what-is-diabetic-retinopathy

2. NHS Overview-Diabetic Retinopathy. Accessed 12 Nov 2022. https://www.nhs.uk/conditions/diabetic-retinopathy/

3. Diabetes Now Affects One in 10 Adults Worldwide. Accessed 30 Oct 2022. https://www.idf.org/news/240:diabetes-now-affects-one-in-10-adults-worldwide.html

4. Wang P, Fan E, Wang P (2021) Comparative analysis of image classification algorithms based on traditional machine learning and deep learning. Pattern Recogn Lett 141:61–67

5. Ismael SH, Kareem SW, Almukhtar FH (2020) Medical image classification using different machine learning algorithms. AL-Rafidain J Comput Sci Math 14(1):135–147

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