3D convolutional neural networks-based multiclass classification of Alzheimer’s and Parkinson’s diseases using PET and SPECT neuroimaging modalities

Brain Informatics

Table 7 Average values of CEN, IBA, GM and MCC performance metrics for the methods

Serial #	Average CEN	Average IBA	Average GM	Average MCC
1	0.0613	0.9597	0.9847	0.969
2	0.0698	0.9525	0.9817	0.9636
3	0.0698	0.9525	0.9817	0.9636
4	0.0746	0.9468	0.9793	0.9586
5	0.083	0.9401	0.9767	0.9533
6	0.084	0.9393	0.9763	0.9533
7	0.0841	0.9397	0.9766	0.9531
8	0.084	0.9397	0.9763	0.953
9	0.0842	0.9397	0.9766	0.9531
10	0.0965	0.9272	0.9714	0.943
11	0.0997	0.9217	0.9687	0.9383
12	0.1034	0.9206	0.9688	0.9376
13	0.103	0.9203	0.9687	0.9373
14	0.1097	0.914	0.9661	0.9323
15	0.1154	0.9079	0.9635	0.9272
16	0.1207	0.9008	0.9606	0.922
17	0.1813	0.8257	0.9281	0.8571
18	0.1854	0.82	0.9254	0.8521
19	0.1964	0.8028	0.9173	0.8368
20	0.2726	0.7453	0.888	0.778