Leveraging Machine Learning for Medication Adherence and Skin Disease Detection via web Using YOLO Algorithm

  • Unique Paper ID: 173044
  • PageNo: 2450-2455
  • Abstract:
  • Mobile health (mHealth) applications, powered by advanced machine learning (ML) algorithms, have emerged as a promising solution to improve health outcomes and increase accessibility to healthcare services. This research presents an innovative approach to integrating You Only Look Once (YOLO), a cutting-edge real-time object detection algorithm, into a mobile health platform that addresses two significant healthcare challenges: medication adherence and early skin disease detection. The proposed system aims to use a single mobile app to help patients monitor their adherence to prescribed medications and, at the same time, detect potential skin diseases such as melanoma, basal cell carcinoma, and other dermatological conditions through real-time image analysis.

Copyright & License

Copyright © 2026 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{173044,
        author = {Mr.R.Govindaraj and ARUNKUMAR K and SRIDHAR P and DHINA SHANKAR A},
        title = {Leveraging Machine Learning for Medication Adherence and Skin Disease Detection via web Using YOLO Algorithm},
        journal = {International Journal of Innovative Research in Technology},
        year = {2025},
        volume = {11},
        number = {9},
        pages = {2450-2455},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=173044},
        abstract = {Mobile health (mHealth) applications, powered by advanced machine learning (ML) algorithms, have emerged as a promising solution to improve health outcomes and increase accessibility to healthcare services. This research presents an innovative approach to integrating You Only Look Once (YOLO), a cutting-edge real-time object detection algorithm, into a mobile health platform that addresses two significant healthcare challenges: medication adherence and early skin disease detection. The proposed system aims to use a single mobile app to help patients monitor their adherence to prescribed medications and, at the same time, detect potential skin diseases such as melanoma, basal cell carcinoma, and other dermatological conditions through real-time image analysis.},
        keywords = {skin diseases ,Convolutional neural networks (CNNs), machine learning (ML), YOLO (You Only Look Once)},
        month = {March},
        }

Cite This Article

Mr.R.Govindaraj, , & K, A., & P, S., & A, D. S. (2025). Leveraging Machine Learning for Medication Adherence and Skin Disease Detection via web Using YOLO Algorithm. International Journal of Innovative Research in Technology (IJIRT), 11(9), 2450–2455.

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