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. Author manuscript; available in PMC: 2023 Sep 1.
Published in final edited form as: IEEE Trans Biomed Eng. 2022 Aug 19;69(9):2982–2993. doi: 10.1109/TBME.2022.3158582

TABLE III:

Number of subjects and PPG segments utilized as dependent and independent test data

Test Dataset Compared Methods Total No. of Sub. (AF/non-AF) Total No. of Seg. (AF/non-AF)
Clinical Trial (Dependent Sub.) Our approach, Method II [9], Method I [18] 16* (1/16) 4013 (373/3639)
Clinical/AF Trial (Independent Sub.) Our approach, Method II, Method I 20 (1/19) 4874 (1674/3180)
DeepBeat Our approach, Method III [15] 84 (68/16) 1124 (704/420)
UMMC Simband Our approach, Method III, Method II, Method I 8 (8/0) 403 (403/0)
MIMICIII Our approach, Method III, Method II 5 (5/0) 1981 (1981/0)
*

One subject has both AF and non-AF segments.