AI SearchDevelopment of expert system for diabetes diagnosis (Record no. 29286)
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| 005 - DATE AND TIME OF LATEST TRANSACTION | |
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 200707s2018 th uu m rtt 0| a1eng d |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | .b12346111 |
| 099 #9 - LOCAL FREE-TEXT CALL NUMBER (OCLC) | |
| Classification number | AIT RSPR no.IM-18-01 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Agha, Hazrat Ali |
| 245 10 - TITLE STATEMENT | |
| Title | Development of expert system for diabetes diagnosis |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | Pathum Thani, Thailand : |
| Name of publisher, distributor, etc. | Asian Institute of Technology, |
| Date of publication, distribution, etc. | 2018 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 63 leaves : |
| Other physical details | ill. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Research studies project report ; |
| Volume/sequential designation | no. IM-18-01 |
| 500 ## - GENERAL NOTE | |
| General note | A research submitted in partial fulfillment of the requirements for the degree of Master of Engineering in Information Management, School of Engineering and Technology |
| 502 ## - DISSERTATION NOTE | |
| Dissertation note | Research studies project report (M. Eng.) - Asian Institute of Technology, 2018 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | In the recent era, expert systems have been developed in large scale which have affected all sectors of human life especially in medicine. The purpose of this study is to analyze risk of diabetes in patients and predict its seriousness by using the classification techniques depending on attained medical datasets. Basically, diabetes is a chronic disease which severely affects the body's ability to use blood sugar properly. Moreover, its common symptoms may include increased thirst and urination, blurred vision, and fatigue. The scary facts about diabetes is its rapid prevalence worldwide as well as its unawareness among the people. Hence, medical practitioners suggest if diabetes could be diagnosed early, it may save lots of lives across the world. For this reason, an expert system is developed that can diagnose diabetes by considering the dataset{u2019}s basic attributes such as age, plasma glucose concentration, triceps skin fold thickness, 2-hour serum insulin, body mass index, and diastolic blood pressure. Notably, this system can predict risk of diabetes by applying decision tree and rule induction data mining techniques to achieve results. Comparatively, decision tree algorithm proved to be better in performance and accuracy than rule induction algorithm. PHP, HTML, phpMyAdmin, Tomcat, Atom IDE were used for the development and implementational purposes. Lastly, system was evaluated with both testing dataset{u2019}s instances and users. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Diabetes |
| General subdivision | Diagnosis |
| -- | Programmed instruction |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining |
| General subdivision | Programming |
| 700 0# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Vatcharaporn Esichaikul, |
| Relator term | Chairperson |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Sumanta, Guha, |
| Relator term | Examination Committee |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Phan, Minh Dung, |
| Relator term | Examination Committee |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Ministry of Higher Education (MoHE), Afghanistan, |
| Relator term | Scholarship donor |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | AIT Fellowship , |
| Relator term | Scholarship donor |
| 810 2# - SERIES ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | Asian Institute of Technology. |
| Title of a work | Research studies project report ; |
| Volume/sequential designation | no. IM-18-01 |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Full-Text |
| Uniform Resource Identifier | <a href="http://203.159.5.9/ait-thesis/detail.php?q=B06932">http://203.159.5.9/ait-thesis/detail.php?q=B06932</a> |
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| Withdrawn status | Lost status | Damaged status | Not for loan | Home library | Current library | Shelving location | Date acquired | Total checkouts | Full call number | Barcode | Date last seen | Copy number | Price effective from | Koha item type | Cost, normal purchase price |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-18-01 | 30050120890693 | 18/08/2026 | 1 | 18/08/2026 | 40-Archives | |||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | Archives | 18/08/2026 | AIT RSPR no.IM-18-01 | 18/08/2026 | 18/08/2026 | 61-CD-ROM | |||||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-18-01 | 30050120982623 | 18/08/2026 | 1 | 18/08/2026 | 20-AIT Publication | 50.00 | ||||
| Available for Loans | Asian Institute of Technology Library | Asian Institute of Technology Library | AIT Publications | 18/08/2026 | AIT RSPR no.IM-18-01 | 30050120982615 | 18/08/2026 | 2 | 18/08/2026 | 20-AIT Publication | 50.00 |