Materials

References:

1. U.S. Department of Health and Human Services. “Number of Americans with Diabetes Projected toDouble or Triple by 2050”.https://www.cdc.gov/media/pressrel/2010/r101022.html#:~:text=The%20report%20predicts%20that%20the,1%20in%205%20by%202050. 2010.

 

2. American Academy of Ophthalmology. “What is Diabetic Retinopathy?”https://www.aao.org/eye-health/diseases/what-is-diabetic-retinopathy. 2020.

 

3. Filippo Arcadu et al. “Deep Learning Algorithm Predicts Diabetic Retinopathy Progression in Indi-vidual Patients”. In: Nature Partner Journals. 2019.url:%5Curl%7Bhttps://www.nature.com/articles/s41746-019-0172-3%7D.

 

4. Kaggle Dataset: Diabetic Retinopathy Detection.https://www.kaggle.com/c/diabetic-retinopathy-detection/data.

 

5. Kaggle Dataset: Diabetic Retinopathy Detection Resized.https://www.kaggle.com/tanlikesmath/diabetic-retinopathy-resized.

 

6. Navoneel Chakrabarty and Subhrasankar Chatterjee. “An Offbeat Technique for Diabetic Retinopa-thy Detection using Computer Vision”. In:2019 10th International Conference on Computing, Com-munication and Networking Technologies (ICCCNT). IEEE. 2019, pp. 1–5.url:%5Curl%7Bhttps://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8944633%7D.

 

7. TFLearn.http://tflearn.org/.

 

8. Stanford University. “Multiclass SVMs”.https://nlp.stanford.edu/IR-book/html/htmledition/multiclass-svms-1.html. 2008.

 

9. GitHub Repository for Project.https://github.com/zhangxiaosa/cs766-21spring-project.

 

10. Project Website.https://dmshah4.wixsite.com/cs766project.

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Images:

1. Contributor. “The Human Eye as a Proxy for the Future of Networking.” SecurityBrief Europe, SecurityBrief Europe, 20 Jan. 2020, securitybrief.eu/story/the-human-eye-as-a-proxy-for-the-future-of-networking.

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2. “Diabetic Retinopathy.” Ocutech, 30 Mar. 2018, ocutech.com/bioptics-help-individuals-with-visual-impairments/diabetic-retinopathy/.

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3. “Diabetic Eye Disease Idaho Falls: Diabetic Retinopathy Salmon.” Premier Eye Care Eastern Idaho, 22 Apr. 2020, Available: www.premieridaho.com/diabetic-eye-disease-idaho-falls/. 

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4. “Diabetic Retinopathy, Eye Disease Specialist · Top Eye Doctor · NYC.” Manhattan Eye Doctors & Best Rated Specialists in NYC, Available: www.eyedoctorophthalmologistnyc.com/treatment/diabetic-retinopathy-eye-disease/.