Mahalanobis Taguchi System을 이용한 파킨스병 환자의 음성분석을 통한 진단에 관한 연구

• 영문명: Diagnosis of Parkinson's Disease by Voice Disorder Using Mahalanobis Taguchi System
• 발행기관: 한국산업경영시스템학회
• 저자명: 홍정의(Jungeui Hong)
• 간행물 정보: 『산업경영시스템학회지』제32권 제4호, 215~222쪽, 전체 8쪽
• 주제분류: 경제경영 > 경영학
• 파일형태: PDF
• 발행일자: 2009.12.30

영문 초록

Human voice reacts very sensitively to human's minute physical condition For instance, human voice disorders affect patients, profoundly especially in the case of Parkinson's disease Acoustic tools such as MDVP, can function as an equipment that measures various voice in different objects Many different approaches have been applied for analyzing the voice disorders for diagnosis of Parkinson's disease According to the voice data of suspected Parkinson's patients from UCI Machine Learning Repository, it is reported to have 23 people with Parkinson's disease and 8 healthy people Applying Mahalanobis Taguchi System (MTS) for diagnosis of Parkinson's disease, the correct diagnosis performance is compared to previous research results

키워드

MTS (Mahalanobis Taguchi System) Parkinson's disease Diagnosis