IJSSER

Title: Virtual Doctor: Enhancing Global Healthcare Accessibility through Image Classification
Authors: John Leddo
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John Leddo MyEdMaster, LLC Leesburg, Virginia, USA
MLA 8 Leddo, John. "Virtual Doctor: Enhancing Global Healthcare Accessibility through Image Classification." Int. j. of Social Science and Economic Research, vol. 9, no. 9, Sept. 2024, pp. 4017-4029, doi.org/10.46609/IJSSER.2024.v09i09.050. Accessed Sept. 2024. APA 6 Leddo, J. (2024, September). Virtual Doctor: Enhancing Global Healthcare Accessibility through Image Classification. Int. j. of Social Science and Economic Research, 9(9), 4017-4029. Retrieved from https://doi.org/10.46609/IJSSER.2024.v09i09.050 Chicago Leddo, John. "Virtual Doctor: Enhancing Global Healthcare Accessibility through Image Classification." Int. j. of Social Science and Economic Research 9, no. 9 (September 2024), 4017-4029. Accessed September, 2024. https://doi.org/10.46609/IJSSER.2024.v09i09.050.
References [1] . https://link.springer.com/article/10.1007/s11042-023-16776-x [2] . https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9572157/ [3] . https://arxiv.org/abs/1512.03385 [4] . https://paperswithcode.com/paper/resnet18-model-with-sequential-layer-for [5] . https://ieeexplore.ieee.org/abstract/document/8053547 [6] . https://arc.aiaa.org/doi/abs/10.2514/6.2024-2618
ABSTRACT: Virtual Doctor aims to make healthcare more available worldwide by using image classification to detect diseases from pictures. Virtual Doctor represents a ground-breaking initiative aimed at transforming health assessments worldwide, particularly in areas where healthcare resources are scarce. Utilizing a sophisticated machine learning model, this platform allows users to perform real-time health evaluations by simply capturing images using a smartphone or other camera-equipped mobile devices. Virtual Doctor empowers individuals to conduct selfassessments and receive immediate feedback on their health, facilitating early detection and preventive care. This innovative approach not only educates users about proper hygiene practices but also significantly enhances access to healthcare services. By simplifying the process of health monitoring, Virtual Doctor seeks to improve overall health outcomes in underserved populations. This report will focus on the Dental Health module of the platform, illustrating how the underlying technology can be adapted to other health domains such as facial health, each tailored to meet specific diagnostic needs.

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