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Table 7 Classification performance comparison of the proposed method with other methods following AAMI standard

From: A new hierarchical method for inter-patient heartbeat classification using random projections and RR intervals

Method

N (%)

S (SVEB) (%)

V (VEB) (%)

 

Se

PP

Se

PP

Se

PP

De Chazal [1]

86.9

99.2

75.9

38.5

77.7

81.9

Llamedo [11]

77.6

99.5

76.5

41.3

82.9

88.0

Mar [19]

89.6

99.1

83.2

33.5

86.8

75.9

de Lannoy [20]

80.0

-

88.1

-

78.5

-

Doquire [21]

75.9

-

82.6

-

85.1

-

de Lannoy [22]

79.8

-

92.6

-

85.1

-

Zhang [23]

88.9

99.0

79.1

36.0

85.5

92.8

Park [24]

86.3

-

82.6

-

80.9

-

Proposed method

99.2

95.2

91.1

42.2

93.9

90.9

  1. These methods all used the same database and inter-patient dataset division for testing, where the latter is as defined in [1].