Ma Cui,Zhou Xiandong,Luo Wanchun.Stepwise Fisher discriminant model of Alzheimer’s disease and mild cognitive impairment[J].J Amry Med Univ (J Third Mil Med Univ),2016,38(13):1501-1505.
Ma Cui,Zhou Xiandong,Luo Wanchun.Stepwise Fisher discriminant model of Alzheimer’s disease and mild cognitive impairment[J].J Amry Med Univ (J Third Mil Med Univ),2016,38(13):1501-1505.DOI:
Objective To establish a diagnostic model of Alzheimer’s disease and mild cognitive impairment with higher diagnosis accuracy. Methods Based on the researches of 33 clinical indices of 391 cases including healthy controls
Alzheimer’s disease patients and mild cognitive impairment patients
a stepwise Fisher discriminant model was carried out for diagnosis simulation
and the discriminant function with the highest accuracy was selected. Results Six indices were selected to establish the discriminant model of Alzheimer’s disease and mild cognitive impairment. After 100 times of random sampling for diagnosis simulation in the objects
including healthy controls
Alzheimer’s disease patients and mild cognitive impairment patients
the average diagnosis accuracy was 75.50%
and the highest accuracy reached 80.63%. Conclusion Our established stepwise Fisher discriminant model can be used to improve the diagnostic accuracy for Alzheimer’s disease and mild cognitive impairment
which can provide a new method for their discriminant for scientific research and clinical practice.