Deep Learning Applications in Healthcare: Diagnosing Diabetic Retinopathy

Authors

  • Nisha Gupta School of Health Sciences, Northern Institute of Technology, Canada

DOI:

https://doi.org/10.36676/jrps.v14.i5.1558

Keywords:

Deep Learning, Convolutional Neural Networks

Abstract

This paper presents a deep learning model using convolutional neural networks (CNN) for the diagnosis of diabetic retinopathy. The study compares the performance of CNNs with traditional image processing techniques. 

References

Vasa, Y. (2023). Ethical implications and bias in Generative AI. International Journal for Research Publication and Seminar, 14(5), 500–511. https://doi.org/10.36676/jrps.v14.i5.1541 DOI: https://doi.org/10.36676/jrps.v14.i5.1541

Mallreddy, S. R., & Vasa, Y. (2023). Predictive Maintenance In Cloud Computing And Devops: Ml Models For Anticipating And Preventing System Failures. NVEO-NATURAL VOLATILES & ESSENTIAL OILS Journal| NVEO, 10(1), 213-219. DOI: https://doi.org/10.53555/nveo.v10i1.5751

Vasa, Y., Kilaru, N. B., & Gunnam, V. (2023). Automated Threat Hunting In Finance Next Gen Strategies For Unrivaled Cyber Defense. International Journal of Advances in Engineering and Management, 5(11). https://doi.org/10.35629/5252-0511461470

Vasa, Y., Mallreddy, S. R., & Jaini, S. (2023). AI And Deep Learning Synergy: Enhancing Real-Time Observability And Fraud Detection In Cloud Environments, 6(4), 36–42. https://doi.org/ 10.13140/RG.2.2.12176.83206

Vasa, Y., Singirikonda, P., & Mallreddy, S. R. (2023). AI Advancements in Finance: How Machine Learning is Revolutionizing Cyber Defense. International Journal of Innovative Research in Science, Engineering and Technology, 12(6), 9051–9060.

Mallreddy, S. R., & Vasa, Y. (2023). Natural language querying in SIEM systems: Bridging the gap between security analysts and complex data. NATURAL LANGUAGE QUERYING IN SIEM SYSTEMS: BRIDGING THE GAP BETWEEN SECURITY ANALYSTS AND COMPLEX DATA, 10(1), 205–212. https://doi.org/10.53555/nveo.v10i1.5750 DOI: https://doi.org/10.53555/nveo.v10i1.5750

Published

06-10-2024

How to Cite

Nisha Gupta. (2024). Deep Learning Applications in Healthcare: Diagnosing Diabetic Retinopathy . International Journal for Research Publication and Seminar, 14(5), 278–283. https://doi.org/10.36676/jrps.v14.i5.1558