Table 1 Annotation information and video distribution of dataset
Task | Original Definition | Annotation Label | Training | Validation | Test | Total |
---|---|---|---|---|---|---|
Diagnosis | 0: No blepharospasm | 0: No BSP | 83 | 17 | 9 | 109 |
1: Blepharospasm in left eye | 1: Monocular blepharospasm | 25 | 5 | 6 | 36 | |
2: Blepharospasm in left eye involving other facial muscles | 60 | 14 | 19 | 93 | ||
3: Blepharospasm in right eye | 16 | 6 | 6 | 28 | ||
4: Blepharospasm in right eye involving other facial muscles | 56 | 5 | 20 | 81 | ||
5: Blepharospasm in both eye | 2: Binocular blepharospasm | 353 | 80 | 67 | 500 | |
Severity | 0: None | 1: Mild | 82 | 17 | 11 | 110 |
1: Increased blinking present only with external stimuli | 122 | 25 | 25 | 172 | ||
2: Mild but spontaneous eyelid fluttering, definitely noticeable, possibly embarrassing, but not functionally disabling | 2: Severe | 167 | 50 | 42 | 259 | |
3: Moderate, very noticeable spasm of eyelids only, mildly incapacitating | 133 | 22 | 33 | 188 | ||
4: Severe, incapacitating spasm of eyelids and possibly other facial muscles | 89 | 13 | 16 | 118 | ||
Frequency | 0: None | 1: Mild | 81 | 16 | 10 | 107 |
1: Slightly increased frequency of blinking | 84 | 18 | 18 | 120 | ||
2: Eyelid fluttering lasting less than 1 s in duration | 2: Severe | 122 | 34 | 30 | 186 | |
3: Eyelid spasm lasting more than 1 s, but eyes open more than 50% of video time | 136 | 27 | 20 | 183 | ||
4: persistent eye closure more than 50% of video time | 170 | 32 | 49 | 251 |