Interpretation of machine learning model using medical record visual analytics

• المؤلفون الرئيسيون: Mohd Khalid, Nur Hidayah, Ismail, Amelia Ritahani, Abdul Aziz, Normaziah
• التنسيق: Conference or Workshop Item
• اللغة: English; English
• منشور في: Springer, Singapore 2022
• الموضوعات: QA75 Electronic computers. Computer science
• الوصول للمادة أونلاين: http://irep.iium.edu.my/98904/1/98904_Interpretation%20of%20machine%20learning.pdf; http://irep.iium.edu.my/98904/2/98904_Interpretation%20of%20machine%20learning_SCOPUS.pdf; http://irep.iium.edu.my/98904/; https://link.springer.com/chapter/10.1007/978-981-16-8515-6_48

The state of the art of medical application that being implemented are mostly based on common machine learning model. Nevertheless, one of the draw- backs of the practice of medical diagnosis is the lack of explanation on the proposed solution, which is also known as a black box, without knowing the...