{"_buckets": {"deposit": "33896f8c-6d5e-4930-82b9-3d4c6eecde4f"}, "_deposit": {"id": "5009", "owners": [], "pid": {"revision_id": 0, "type": "recid", "value": "5009"}, "status": "published"}, "_oai": {"id": "oai:meral.edu.mm:recid/5009", "sets": ["1597824273898", "user-ucsy"]}, "communities": ["ucsy"], "item_1583103067471": {"attribute_name": "Title", "attribute_value_mlt": [{"subitem_1551255647225": "Implementation of the Diagnosis System for Heart Diseases by using Decision Tree Induction Method", "subitem_1551255648112": "en"}]}, "item_1583103085720": {"attribute_name": "Description", "attribute_value_mlt": [{"interim": "Computer have become an indispensabletool in the Health Care Industry. As technologygrows rapidly many people take great interest incomputer and then computer based method are usedto improve the quality of the medical services. Adecision support system is clearly an application thatsimply manipulates data or supports decision making.Decision tree induction algorithm has beensuccessfully used in decision support system.Decision tree is a flow-chart-like tree structure,where each internal node denotes a test on anattributes, each branch represents an outcome of thetest, and the leaf nodes represent classes or classdistributions. There are over 100 types of heartdiseases. This system provides 4 types of heartdiseases. They are Heart Failure, InfectiveEndocarditis, Coronary Heart Disease and ValvularHeart Disease. In this paper, we implement thediagnosis system for heart diseases by using decisiontree induction method. The heart diseases that weimplement include (26) attributes (symptoms) and (4)classes (diseases). This system has 3000 train dataand 1000 test data. This system provides the heartdisease results to patients according to the symptomsthat they are suffered and also provides sometreatments that the patients should take."}]}, "item_1583103108160": {"attribute_name": "Keywords", "attribute_value": []}, "item_1583103120197": {"attribute_name": "Files", "attribute_type": "file", "attribute_value_mlt": [{"accessrole": "open_access", "date": [{"dateType": "Available", "dateValue": "2019-07-15"}], "displaytype": "preview", "download_preview_message": "", "file_order": 0, "filename": "psc2010paper (159).pdf", "filesize": [{"value": "68 Kb"}], "format": "application/pdf", "future_date_message": "", "is_thumbnail": false, "licensetype": "license_free", "mimetype": "application/pdf", "size": 68000.0, "url": {"url": "https://meral.edu.mm/record/5009/files/psc2010paper (159).pdf"}, "version_id": "524fd278-822e-47ae-9103-e716df02ab31"}]}, "item_1583103131163": {"attribute_name": "Journal articles", "attribute_value_mlt": [{"subitem_issue": "", "subitem_journal_title": "Fifth Local Conference on Parallel and Soft Computing", "subitem_pages": "", "subitem_volume": ""}]}, "item_1583103147082": {"attribute_name": "Conference papers", "attribute_value_mlt": [{"subitem_acronym": "", "subitem_c_date": "", "subitem_conference_title": "", "subitem_part": "", "subitem_place": "", "subitem_session": "", "subitem_website": ""}]}, "item_1583103211336": {"attribute_name": "Books/reports/chapters", "attribute_value_mlt": [{"subitem_book_title": "", "subitem_isbn": "", "subitem_pages": "", "subitem_place": "", "subitem_publisher": ""}]}, "item_1583103233624": {"attribute_name": "Thesis/dissertations", "attribute_value_mlt": [{"subitem_awarding_university": "", "subitem_supervisor(s)": [{"subitem_supervisor": ""}]}]}, "item_1583105942107": {"attribute_name": "Authors", "attribute_value_mlt": [{"subitem_authors": [{"subitem_authors_fullname": "Zaw, Lai War"}, {"subitem_authors_fullname": "Aye, Nilar"}]}]}, "item_1583108359239": {"attribute_name": "Upload type", "attribute_value_mlt": [{"interim": "Publication"}]}, "item_1583108428133": {"attribute_name": "Publication type", "attribute_value_mlt": [{"interim": "Article"}]}, "item_1583159729339": {"attribute_name": "Publication date", "attribute_value": "2010-12-16"}, "item_1583159847033": {"attribute_name": "Identifier", "attribute_value": "http://onlineresource.ucsy.edu.mm/handle/123456789/905"}, "item_title": "Implementation of the Diagnosis System for Heart Diseases by using Decision Tree Induction Method", "item_type_id": "21", "owner": "1", "path": ["1597824273898"], "permalink_uri": "http://hdl.handle.net/20.500.12678/0000005009", "pubdate": {"attribute_name": "Deposited date", "attribute_value": "2019-07-15"}, "publish_date": "2019-07-15", "publish_status": "0", "recid": "5009", "relation": {}, "relation_version_is_last": true, "title": ["Implementation of the Diagnosis System for Heart Diseases by using Decision Tree Induction Method"], "weko_shared_id": -1}