A Smartphone Based Robust Model for Intelligent Prediction of Thyroid Disease
- Title
- A Smartphone Based Robust Model for Intelligent Prediction of Thyroid Disease
- Creator
- Jha, Chhavi; Sharma, Vandana; Singh, Vaishnavi; Aditi; Mishra, Sushruta; Alkhyyat, Ahmed
- Description
- The thyroid is an integral organ that exerts vital functionality in regulating the bodys functionality in many different ways. Intelligent thyroid disease prediction is very crucial. Through this paper we will describe a smartphone model for predicting whether a patient has thyroid disease based on certain attributes whose values are given by the user. Here, a profound machine learning algorithm named Random Forest will help us predict thyroid disease. By exercising Random Forest within a mobile application, the users can learn about any potential thyroid disease disorder and thus seek medical help in time. This will help improve both the patients and the medical providers quality of care and the help received. With the integration of the Random Forest algorithm along with the mobile application it will prove to be a vital tool which will help everyone in the healthcare fraternity because of its availability and accessibility. The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2025.
- Source
- Lecture Notes in Networks and Systems;Volume;1389 LNNS;pp.33-42
- Date
- 01-01-2025
- Publisher
- Springer Science and Business Media Deutschland GmbH
- Subject
- Healthcare; Machine learning; Mobile application; Random forest algorithm; Thyroid disease
- Coverage
- Jha C., Kalinga Institute of Industrial Technology, Bhubaneswar, India; Sharma V., Computer Science Department, CHRIST University, Bengaluru, India; Singh V., Kalinga Institute of Industrial Technology, Bhubaneswar, India; Aditi, St. Andrews Institute of Technology and Management, Delhi, India; Mishra S., Kalinga Institute of Industrial Technology, Bhubaneswar, India; Alkhyyat A., College of Technical Engineering, The Islamic University, Najaf, Iraq
- Rights
- Restricted Access; Hardcopy may be available in the library
- Relation
- ISSN: 23673370; ISBN: 978-981966065-0;
- Format
- online
- Language
- English
- Type
- Conference paper
Collection
Citation
Jha, Chhavi; Sharma, Vandana; Singh, Vaishnavi; Aditi; Mishra, Sushruta; Alkhyyat, Ahmed, “A Smartphone Based Robust Model for Intelligent Prediction of Thyroid Disease,” CHRIST (Deemed To Be University) Institutional Repository, accessed June 19, 2026, https://archives.christuniversity.in/items/show/25579.