. Author manuscript; available in PMC: 2022 Jun 11.

Published in final edited form as: IEEE J Biomed Health Inform. 2021 Jun 11;25(6):2082–2092. doi: 10.1109/JBHI.2020.3042447

TABLE II.

Comparison of the proposed method with other traditional methods and deep learning based methods on ADNI dataset. ‘C’ denoted CNN, ‘R’ denoted RNN, and ‘N’ denoted non-deep-learning methods.

Method	Type	Modalities	NC/AD	BACC
Longitudinal
Zhang et al. [22]	N	MRI, PET	207/154	88.3
Gray et al. [20]	N	MRI, PET	54/50	88.4
Aghili et al. [38]	R	MRI, PET, CSF, genetic	521/336	95.3
Gao et al. [32]	C+R	MRI	154/111	89.5
Cui et al. [7]	C+R	MRI	229/198	91.3
Proposed	C+R	MRI	188/169	90.4