The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman
In the medical industry, patients must wait a long time for a health check-up at the hospital because the number of patients is too large for the hospital to accommodate. As a result, by employing technologies such as machine learning, the medical industry will be able to speed up the process of ide...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book Section |
| Language: | en |
| Published: |
College of Computing, Informatics and Media, UiTM Perlis
2023
|
| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/100524/1/100524.pdf https://ir.uitm.edu.my/id/eprint/100524/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1833321770683203584 |
|---|---|
| author | Mohd Faisol, Muhammad Faiz Osman, Mohd Nizam |
| author_facet | Mohd Faisol, Muhammad Faiz Osman, Mohd Nizam |
| author_sort | Mohd Faisol, Muhammad Faiz |
| building | Tun Abdul Razak Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknologi Mara |
| content_source | UiTM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | In the medical industry, patients must wait a long time for a health check-up at the hospital because the number of patients is too large for the hospital to accommodate. As a result, by employing technologies such as machine learning, the medical industry will be able to speed up the process of identifying diseases. The data and results can help people and serve as a reference in predicting a problem. In this study, the use of this machine learning method is seen to help patients and the medical industry predict disease based on symptom data. Moreover, it also will create an interface to make it easy for user to choose symptom and to display the results using Python. A confusion matrix will be used to evaluate the dataset's accuracy so that more accurate results may be generated. |
| format | Book Section |
| id | my.uitm.ir-100524 |
| institution | Universiti Teknologi Mara |
| language | en |
| publishDate | 2023 |
| publisher | College of Computing, Informatics and Media, UiTM Perlis |
| record_format | eprints |
| spelling | my.uitm.ir-1005242024-09-27T08:44:41Z https://ir.uitm.edu.my/id/eprint/100524/ The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman Mohd Faisol, Muhammad Faiz Osman, Mohd Nizam Machine learning Prediction analysis In the medical industry, patients must wait a long time for a health check-up at the hospital because the number of patients is too large for the hospital to accommodate. As a result, by employing technologies such as machine learning, the medical industry will be able to speed up the process of identifying diseases. The data and results can help people and serve as a reference in predicting a problem. In this study, the use of this machine learning method is seen to help patients and the medical industry predict disease based on symptom data. Moreover, it also will create an interface to make it easy for user to choose symptom and to display the results using Python. A confusion matrix will be used to evaluate the dataset's accuracy so that more accurate results may be generated. College of Computing, Informatics and Media, UiTM Perlis 2023 Book Section PeerReviewed text en https://ir.uitm.edu.my/id/eprint/100524/1/100524.pdf The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman. (2023) In: Research Exhibition in Mathematics and Computer Sciences (REMACS 5.0). College of Computing, Informatics and Media, UiTM Perlis, pp. 85-86. ISBN 978-629-97934-0-3 |
| spellingShingle | Machine learning Prediction analysis Mohd Faisol, Muhammad Faiz Osman, Mohd Nizam The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman |
| title | The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman |
| title_full | The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman |
| title_fullStr | The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman |
| title_full_unstemmed | The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman |
| title_short | The development of diseases prediction system based on symptoms / Muhammad Faiz Mohd Faisol and Mohd Nizam Osman |
| title_sort | development of diseases prediction system based on symptoms / muhammad faiz mohd faisol and mohd nizam osman |
| topic | Machine learning Prediction analysis |
| url | https://ir.uitm.edu.my/id/eprint/100524/1/100524.pdf https://ir.uitm.edu.my/id/eprint/100524/ |
| url_provider | http://ir.uitm.edu.my/ |