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Respiratory Sound 4-Class Classification on ICBHI 2017 (60/40)
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56.2
Overall Score
RespireNet (CNN+CBA+BRC+FT)
38.832
43.341
47.85
52.359
Oct 31, 2020
Overall Score
Specificity
Sensitivity
Updated 4d ago
Evaluation Results
Method
Method
Links
Overall Score
Specificity
Sensitivity
RespireNet (CNN+CBA+BRC+FT)
architecture=CNN, augm...
2020.10
56.2
72.3
40.1
RespireNet (CNN+CBA+BRC)
architecture=CNN, augm...
2020.10
55.7
71.8
39.6
RespireNet (CNN base)
architecture=CNN
2020.10
55.2
71.4
39
Ma et al. [12]
2020.10
52.3
63.2
41.3
Ma et al. [11]
2020.10
50.2
69.2
31.1
Serbes et al.
2020.10
49.9
-
-
Chambres et al.
2020.10
49.4
78.1
20.8
Jakovljevic et al.
2020.10
39.5
-
-
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