An Effective Fusion Model of Modified Wavelet Transform for Medical Diagnosis by using Wireless Optical Communications

Faster and more efficient data transfer made possible by the development of wireless optical communications has led to new possibilities in medical diagnosis. Medical diagnosis is crucial because it affects the quality of care provided to patients, the effectiveness of their treatments, and the cost-effectiveness of hospitals and clinics. This research provides a fusion model that makes use of Modified Wavelet Transform (MWT) and wireless optical communications to improve medical diagnostics, thus responding to the growing demand for better diagnostic tools. Accurate and quick analysis of clinical records, safe statistics switch, and effective use of available sources are all limitations in medical analysis. And there are unique problems with device layout, signal processing, and records protection while bringing cutting-edge technology like wi-fi optical communications into the healthcare area. This studies presents an included fusion version for greater clinical diagnostics (IFM-EMD) through fusing Modified Wavelet Transform (MWT) with wireless optical communications. The problems of useless records analysis, insecure facts transfer, and insufficient real-time diagnostics are all addressed by this technological advancement. The amassed functions are then despatched over a steady and real-time wi-fi optical communication machine. The performance of the model in phrases of precision, throughput, and safety is classified on this evaluation. The studies's rigorous simulations display the model's potential to improve scientific diagnostics and, with the aid of extension, strengthen healthcare offerings. Data accuracy, transmission velocity, and security are all measured through simulating and trying out the generation notably.