Figure 7

Summary of quantitative results obtained by the approach: (a) results of entry and exit detection of the needle for the 80 audio recordings, (b) example of three guide wire features for the 875 audio recordings separated in heart vessel perforation (blue), friction (red) and guide wire bump (green).