Research Article Critical Retrospection of Performance of Emerging Mobile Technologies in Health Data Management Sonali Vyas , 1 Deepshikha Bhargava , 2 Jyoti Bhola , 3 Javed Ahmed Ujjan , 4 Sathyapriya Eswaran , 5 and Abdul Wahab Rahmani 6 1 University of Petroleum and Energy Studies, Dehradun, India 2 School of Computing, DIT University, Dehradun, India 3 Electronics & Communication Engineering Department, National Institute of Technology, Hamirpur, India 4 College of Animal Sciences & Technology, Northwest A&F University, Xianyang, China 5 Agricultural Extension, Amrita School of Agricultural Sciences, Arasampalayam, Coimbatore, Tamil Nadu, India 6 Isteqlal Institute of Higher Education, Kabul, Afghanistan Correspondence should be addressed to Deepshikha Bhargava; deepshikhabhargava@gmail.com and Jyoti Bhola; jyotib@nith.ac.in Received 8 December 2021; Revised 16 January 2022; Accepted 16 February 2022; Published 25 March 2022 Academic Editor: Hafiz Tayyab Rauf Copyright © 2022 Sonali Vyas et al. is 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. e recent advancement in mobile technologies has led to opening a new paradigm in the field of medical healthcare systems. e development of WBAN sensors, wearable devices, and 5G/6G wireless technology has made real-time monitoring and telecare of the patient feasible. e complex framework to secure sensitive data of the patient and healthcare professionals is critical. e fast computation of health data generated is crucial for disease prediction and trauma-related services; the security of data and financial transactions is also a major concern. Various models, algorithms, and frameworks have been developed to tame critical issues related to healthcare services. e efficiency of these frameworks and models depends on energy and time consumption. us, the review of recent emerging technologies in respect of energy and time consumption is required. is paper reviews the developments in recent mobile technologies, their application, and the comparative analysis of their performance parameters to explicitly understand the utility, capacity, and limitations. is will help to understand the shortcomings of the recent technologies for the development of better frameworks with higher performance capabilities as well as higher quality of services. 1. Introduction Mobile phones are playing an important role in this modern era. In this period of digitalization, the importance of mobiles has been increasing day by day in every field, such as schools, colleges, companies, healthcare services, and manufacturing. e wireless communication technology in mobile phones helps in the prevention of unwanted visits. ere are various types of mobile applications which are used in various fields; especially, they have played a vital role in the medical field for the last 5–10 years. According to Liquid State (2018), there were about 318,000 mobile healthcare applications available for pa- tients, about 200 apps are built every day, and we can assume that the number of healthcare apps will increase during the COVID-19 pandemic [1], the period in which all individuals prevent or avoid unnecessary or unwanted visits, especially hospitals, medical stores, and so on. Individuals want the fa- cilities to be delivered to their doors, and it is possible by these applications; by medical id, we can share information about our health including blood type, whole physical statement, and diabetes that provides the exact information of blood sugar level and insulin. ese apps are available for Android as well as iOS devices; Apple Health is available only for iPhone and all Apple devices, which is helpful in the monitoring of sleep, daily ac- tivities, food, heart rate, respiratory rate, and so on; it can be able to identify the location of patients by the GPS address in case of emergency and able to reach at the time of emergency. Eyecare Live helps in the treatment of problems related to the eyes Hindawi Journal of Healthcare Engineering Volume 2022, Article ID 8903604, 12 pages https://doi.org/10.1155/2022/8903604