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Item Open Access Prognostic model of complications in type 2 diabetes : traditional statistical model versus machine learning(Mahidol University, 2021) Sigit Ari Saputro, 1990-; Oraluck Pattanaprateep; Ammarin Thakkinstian; Anuchate Pattanateepapon; Wichai Aekplakornthe appropriate methods and were satisfactorily reported. The accurate prognostic model related risk factors are essentially needed for early detection and prevention strategies notably for Type 2 diabetic (T2D) patients. This study aimed to validate the existing... in identifying the T2D patient who have the high risk to develop DR in the routine clinical practice. Further external validations are needed to clarify the performance with the parallel development of the software applications