Title | Artificial Intelligence - Futuristic Pediatric Healthcare |
Publication Type | Journal Article |
Year of Publication | 2019 |
Authors | Maini, E., and B. Venkateshwarlu |
Journal | Indian Pediatrics |
Volume | 56 |
Issue | 9 |
Pagination | 796 |
Date Published | 2019 |
Type of Article | Letter |
ISBN Number | 09747559 (ISSN) |
Keywords | Computer Science and Engineering, Scopus |
Abstract | Quality, affordability and accessibility in healthcare services are the three biggest challenges faced by Indian population. A recent report ranks India at 145thplace out of 195 countries on the basis of healthcare access and quality index [1]. As majority of patients do not approach a physician in the initial stages, their disease is usually diagnosed when it has reached an advanced stage. This results in increased the cost of treatment, and also reduces the likelihoodof recovery [2]. Early detection of disease followed by holistic management can help in prevention of such diseases. Artificial Intelligence (AI) can be useful in developing cost-effective and easily accessible digital tools for ediatricians in identifying diseases in their early stages. AI comprises of highly capable softwares with ability to do jobs that need human intelligence like thinking, learning and decision-making. These features can be used to build prediction models to diagnose the diseases in the early stages. The performance of such prediction models is evaluated in terms of accuracy, precision and fmeasure [3]. Once the performance of the model is acceptable, it is then hosted on the public domain, which can be easily accessed by the pediatrician through internet. Once the vital data attributes of the patient are fed in the prediction system, a risk score is generated. A patient with a high-risk score shall be instructed by the medical practitioner to consult the specialist so that the treatment can be started timely. |
URL | https://indianpediatrics.net/sep2019/current.htm |
DOI | |
Short Title | Indian Pediatrics |