Semantic Framework in Healthcare Systems
Pooja Dabhowale, Mukesh Kumar Yadav, Nidhi Tiwari, Ruchi Sharma, Jose Anand, Irshad Ahamad · 2024
At the present time, forward-thinking healthcare programs make use of 4G connection protocols in the field. In order to be successful, intelligent and connected healthcare systems need to combine the aforementioned methodologies and technology. It is projected that various applications within the healthcare industry will create vast amounts of information in a variety of formats and volumes as the sector continues to develop. These broad and diversified data streams need specialized oversight because of the interruptions that might occur from beginning to finish, as well as the frequency and congestion that can occur within them. The future of healthcare applications will require a high level of flexibility and responsiveness within a constrained amount of time, which will be a problem for the communication systems that are in place now. In light of the aforementioned, one interpretation of deep learning models may be that they are one of the primary resources that can be used to oversee data and develop conclusions. Convergence of the 5G network with deep learning techniques holds promise since these techniques may extract relevant characteristics from unstructured data.