Research Article
Arpita Kadel
Journal
International Journal of Digital Applications and Contemporary Research (IJDACR)
ISSN
2319-4863
Volume / Issue
Vol.14 · Issue 2
Published
September 2025
Access
Open Access
Licence
CC BY-NC-SA 4.0
The use of Internet of Things (IoT) devices in the healthcare industry, such as handheld imaging sensors to linked in-hospital devices, is creating medical image data in volumes and speeds never seen before. This data flood is a challenge to the traditional Picture Archiving and Communication Systems (PACS) and it is an opportunity of advanced analytics. The given paper suggests a complex model of applying IoT to the medical image processing with the support of the ideas of radiomics, edge computing, and secure distributed systems. We discuss how IoT allows to receive the pictures of remote or point-of-care devices, process and triage in cases of real-time, and transfer data safely to cloud or fog nodes to process it with the intensive radiomics analysis with the help of machine learning (ML) models. Continuing on innovations to predictive analytics through supervised learning, image retrieval via deep learning, and data augmentation via generative models, we present a system that would serve such purposes as remote diagnostics, ongoing observation over such chronic diseases, outbreak tracking of epidemic outbreaks. Of the interest to this framework are the solutions to the inherent issue of IoT in healthcare, which are: data security, privacy, interoperability and missing or noisy data. The paper ends with the transformation potential of such integration of global health equity, telemedicine and personal individual and proactive care.
Arpita Kadel (2025). IoT-Enabled Medical Image Management: A Framework for Real-Time Analysis, Secure Archiving, and Distributed Diagnostics. International Journal of Digital Applications and Contemporary Research (IJDACR), Vol.14, Issue 2. ISSN: 2319-4863.
Full references are available in the PDF version of this paper.
Download Full Paper (PDF) →Share This Paper
Call for Submissions
IJDACR accepts submissions on a rolling basis. Authors are advised to consult the preparation guidelines and scope documentation prior to submission.
Submissions are subject to editorial screening and peer review. Submission does not guarantee acceptance.