Datasets:
name stringlengths 48 48 | subject int64 1 1 | task stringclasses 13
values | condition stringclasses 1
value | bbox listlengths 4 4 | X listlengths 1 6 | Y listlengths 1 6 | T listlengths 1 6 | length int64 1 6 | fixOnTarget bool 1
class | correct int64 1 1 | split stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|---|
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] | 6 | true | 1 | test |
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0
] | [
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] | [
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] | [
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] | 6 | true | 1 | test |
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
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] | [
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] | [
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] | 6 | true | 1 | train |
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] | [
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] | 6 | true | 1 | test |
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] | [
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] | 6 | true | 1 | train |
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] | 6 | true | 1 | train |
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] | 6 | true | 1 | test |
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] | 6 | true | 1 | train |
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] | [
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] | 6 | true | 1 | valid |
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] | 6 | true | 1 | test |
53ba5a31-2d6bda0a-abb7ad77-065a0f20-b4fa6b44.jpg | 1 | cardiomegaly | present | [
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] | 5 | true | 1 | valid |
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] | [
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] | 6 | true | 1 | valid |
09d2c414-e5771ae7-08d7cd74-5c5ba589-38d283a8.jpg | 1 | lung opacity | present | [
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] | 6 | true | 1 | train |
09d2c414-e5771ae7-08d7cd74-5c5ba589-38d283a8.jpg | 1 | atelectasis | present | [
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] | 6 | true | 1 | train |
3ba88000-f193ac46-54f3c8a6-a9e148c1-f8860296.jpg | 1 | cardiomegaly | present | [
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] | [
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] | 6 | true | 1 | train |
3ba88000-f193ac46-54f3c8a6-a9e148c1-f8860296.jpg | 1 | support devices | present | [
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] | [
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] | 6 | true | 1 | train |
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] | [
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] | [
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] | 6 | true | 1 | train |
3ba88000-f193ac46-54f3c8a6-a9e148c1-f8860296.jpg | 1 | pneumonia | present | [
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] | 6 | true | 1 | valid |
55fb6697-e3bcf1e7-89e875c8-21fb0e1a-d69b15d1.jpg | 1 | lung opacity | present | [
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] | 6 | true | 1 | valid |
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] | 4 | true | 1 | train |
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] | [
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] | 6 | true | 1 | train |
a615a081-bd86aa6c-9a8c617c-a01a6f5b-b75607c5.jpg | 1 | cardiomegaly | present | [
0,
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0
] | [
89,
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] | [
110,
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] | [
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] | 3 | true | 1 | train |
a615a081-bd86aa6c-9a8c617c-a01a6f5b-b75607c5.jpg | 1 | support devices | present | [
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
a615a081-bd86aa6c-9a8c617c-a01a6f5b-b75607c5.jpg | 1 | lung opacity | present | [
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] | [
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44
] | [
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] | [
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0.09875
] | 6 | true | 1 | test |
a615a081-bd86aa6c-9a8c617c-a01a6f5b-b75607c5.jpg | 1 | pneumonia | present | [
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] | [
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44
] | [
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] | [
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] | 6 | true | 1 | train |
943df4ec-1d7940fe-bc4cc917-0f6d2b94-41fad99c.jpg | 1 | atelectasis | present | [
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] | [
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178
] | [
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] | [
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] | 6 | true | 1 | train |
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
6c71bb2d-57d5a46d-33b9b407-86b060dd-2b7c50ed.jpg | 1 | pleural effusion | present | [
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
e276b74c-ead369d4-94ec0d06-8b5db80d-f57cfca8.jpg | 1 | pleural effusion | present | [
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
9c01aecd-dc299044-a9fac53a-09a86bf1-58878e8a.jpg | 1 | atelectasis | present | [
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] | [
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] | [
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] | [
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] | 6 | true | 1 | train |
9c01aecd-dc299044-a9fac53a-09a86bf1-58878e8a.jpg | 1 | support devices | present | [
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] | [
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] | [
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] | [
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] | 6 | true | 1 | test |
9e0f43ce-e271210d-7c523831-4e0f048f-d24c9791.jpg | 1 | cardiomegaly | present | [
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0
] | [
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111
] | [
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] | [
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] | 5 | true | 1 | train |
2a2992bc-ce749b7a-090a94a3-80d7d59c-039fc25f.jpg | 1 | cardiomegaly | present | [
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0
] | [
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146,
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] | [
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80,
77,
111,
128
] | [
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0.30762
] | 5 | true | 1 | train |
2a2992bc-ce749b7a-090a94a3-80d7d59c-039fc25f.jpg | 1 | support devices | present | [
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0
] | [
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135,
177
] | [
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155,
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118,
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] | [
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] | 6 | true | 1 | train |
2a2992bc-ce749b7a-090a94a3-80d7d59c-039fc25f.jpg | 1 | pleural effusion | present | [
0,
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0
] | [
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78
] | [
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147,
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] | [
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] | 6 | true | 1 | train |
b4e49a08-11ac1789-0da7b9a7-8fd64f76-3dd4da5f.jpg | 1 | pleural effusion | present | [
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0
] | [
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165,
24
] | [
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122,
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] | [
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] | 6 | true | 1 | train |
b4e49a08-11ac1789-0da7b9a7-8fd64f76-3dd4da5f.jpg | 1 | edema | present | [
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0
] | [
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84
] | [
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] | [
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] | 6 | true | 1 | train |
9890efc6-777f6bb2-9f38c19f-b79e0c1a-ab336a47.jpg | 1 | enlarged cardiomediastinum | present | [
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0
] | [
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132,
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] | [
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] | 6 | true | 1 | test |
92ca8ae9-3cd416c1-c8b97c65-2d1a7560-3a11ae68.jpg | 1 | cardiomegaly | present | [
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0
] | [
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135,
117
] | [
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117,
121,
92
] | [
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] | 4 | true | 1 | test |
92ca8ae9-3cd416c1-c8b97c65-2d1a7560-3a11ae68.jpg | 1 | edema | present | [
0,
0,
0,
0
] | [
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59,
101,
151
] | [
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83,
133,
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108,
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] | [
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] | 6 | true | 1 | train |
c532eca8-650e671e-a68cec98-6bafb0eb-e5249d55.jpg | 1 | support devices | present | [
0,
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0
] | [
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] | [
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121
] | [
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0.32263
] | 6 | true | 1 | train |
c532eca8-650e671e-a68cec98-6bafb0eb-e5249d55.jpg | 1 | edema | present | [
0,
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0,
0
] | [
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105,
151,
115,
78
] | [
91,
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82,
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79
] | [
0.53375,
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0.29272,
0.24139
] | 6 | true | 1 | train |
9bb20972-fcc29834-4a48133d-ca0084a9-678f5f63.jpg | 1 | support devices | present | [
0,
0,
0,
0
] | [
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112,
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88,
131,
150
] | [
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152,
132,
129,
151,
161
] | [
0.11963,
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0.20117,
0.43945
] | 6 | true | 1 | train |
9bb20972-fcc29834-4a48133d-ca0084a9-678f5f63.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
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150,
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138,
81,
164
] | [
151,
161,
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] | [
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0.33398,
0.30029
] | 6 | true | 1 | test |
9bb20972-fcc29834-4a48133d-ca0084a9-678f5f63.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
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170,
164,
147
] | [
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139,
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] | [
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0.27393,
0.52344
] | 6 | true | 1 | train |
9bb20972-fcc29834-4a48133d-ca0084a9-678f5f63.jpg | 1 | pleural effusion | present | [
0,
0,
0,
0
] | [
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176,
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170,
164,
147
] | [
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139,
133,
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137
] | [
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0.27393,
0.52344
] | 6 | true | 1 | train |
ad3e9192-2fff549b-fb3e55d8-e52b1c7d-33c62ed1.jpg | 1 | lung opacity | present | [
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0,
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0
] | [
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123,
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159,
172
] | [
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98,
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] | [
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0.2959,
0.82373
] | 6 | true | 1 | train |
ad3e9192-2fff549b-fb3e55d8-e52b1c7d-33c62ed1.jpg | 1 | pneumonia | present | [
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0
] | [
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123,
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] | [
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] | 6 | true | 1 | train |
827cf8a2-3cd6d0d5-9f3d4444-b1b39601-2fc5f9a0.jpg | 1 | pleural effusion | present | [
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0
] | [
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45
] | [
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] | [
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] | 6 | true | 1 | test |
0ec58fb9-b94736ec-bf4e5275-06926291-0563a271.jpg | 1 | pleural effusion | present | [
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] | [
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] | 6 | true | 1 | test |
7826fcc2-add88ab8-46293da1-b92bc6e0-cf6cd9f7.jpg | 1 | cardiomegaly | present | [
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] | [
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111,
159
] | [
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113,
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] | [
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] | 6 | true | 1 | train |
7826fcc2-add88ab8-46293da1-b92bc6e0-cf6cd9f7.jpg | 1 | atelectasis | present | [
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] | [
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61
] | [
112,
97,
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145
] | [
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0.40417
] | 6 | true | 1 | train |
7826fcc2-add88ab8-46293da1-b92bc6e0-cf6cd9f7.jpg | 1 | pleural effusion | present | [
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0
] | [
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169,
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61
] | [
112,
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145
] | [
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0.40417
] | 6 | true | 1 | train |
7826fcc2-add88ab8-46293da1-b92bc6e0-cf6cd9f7.jpg | 1 | lung opacity | present | [
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0,
0
] | [
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173,
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50,
118,
154
] | [
117,
138,
111,
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94
] | [
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0.42175
] | 6 | true | 1 | train |
ae619b1b-c97a82b4-8a82ef00-a9bcada2-86dea67d.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
141,
120,
126,
120,
129,
147
] | [
116,
86,
62,
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104,
97
] | [
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0.37231,
0.27478,
0.32373
] | 6 | true | 1 | train |
dd9cfc23-b05701f2-26215d83-46297578-48e163ea.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
153,
159,
128,
73,
113,
151
] | [
66,
75,
102,
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90,
75
] | [
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0.2262,
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0.20959,
0.43286
] | 6 | true | 1 | train |
ae4bc6d0-dc4b3223-9e717ecb-563d5692-6038b8c4.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
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51,
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211,
203,
197
] | [
144,
71,
108,
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144,
129
] | [
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0.0625,
0.25903
] | 6 | true | 1 | train |
25dc631e-e6ca9eb5-acbe4eda-82070bca-4c679f56.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
115,
185,
175,
168,
194,
157
] | [
24,
172,
72,
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166,
164
] | [
0.42078,
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0.27502,
0.22583,
0.20898
] | 6 | true | 1 | train |
643ac480-73cfe93c-27cea4d8-84722781-97d03ed4.jpg | 1 | support devices | present | [
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0
] | [
143,
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138,
87
] | [
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88,
124,
129,
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119
] | [
0.35559,
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0.27429,
0.98669
] | 6 | true | 1 | train |
643ac480-73cfe93c-27cea4d8-84722781-97d03ed4.jpg | 1 | pleural effusion | present | [
0,
0,
0,
0
] | [
113,
94,
35,
19,
12,
164
] | [
63,
91,
139,
154,
154,
131
] | [
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0.51794
] | 6 | true | 1 | test |
0c1c6a70-a96f5b27-5d042944-6b49b3b3-fd6a8293.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
142,
109,
140,
133,
120,
137
] | [
85,
108,
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103,
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63
] | [
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0.25879,
0.43701
] | 6 | true | 1 | train |
0c1c6a70-a96f5b27-5d042944-6b49b3b3-fd6a8293.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
188,
45,
192,
166,
186,
202
] | [
122,
126,
117,
108,
120,
131
] | [
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0.08081,
0.35059,
0.19604
] | 6 | true | 1 | train |
328378e4-8c4da372-d3b92ae8-9e071355-26f13996.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
188,
170,
53,
81,
121,
102
] | [
117,
119,
116,
117,
98,
74
] | [
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0.22614,
0.25891,
0.33875
] | 6 | true | 1 | train |
b9709691-b4ef6ad8-7aaef7da-f6290d28-a924fc3d.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
169,
83,
80,
99,
122,
122
] | [
80,
78,
63,
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67,
79
] | [
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0.36694,
0.30664,
0.27563
] | 6 | true | 1 | train |
b9709691-b4ef6ad8-7aaef7da-f6290d28-a924fc3d.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
176,
88,
77,
184,
147,
156
] | [
94,
85,
81,
76,
95,
97
] | [
0.29102,
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0.57568,
0.67163,
0.32349,
0.25806
] | 6 | true | 1 | train |
ac8c2d3d-218731f0-d0f3c0c4-e95ba3f8-7691ac89.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
87,
76,
130,
170,
122,
51
] | [
124,
125,
123,
126,
157,
155
] | [
0.47821,
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0.23108,
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0.2146,
0.37946
] | 6 | true | 1 | train |
ac8c2d3d-218731f0-d0f3c0c4-e95ba3f8-7691ac89.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
87,
76,
130,
170,
122,
51
] | [
124,
125,
123,
126,
157,
155
] | [
0.47821,
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0.23108,
0.41223,
0.2146,
0.37946
] | 6 | true | 1 | train |
ac8c2d3d-218731f0-d0f3c0c4-e95ba3f8-7691ac89.jpg | 1 | edema | present | [
0,
0,
0,
0
] | [
68,
73,
101,
165,
187,
168
] | [
139,
120,
114,
110,
145,
158
] | [
0.24731,
0.36359,
0.33038,
0.77478,
0.23077,
0.26373
] | 6 | true | 1 | train |
6c5fc81e-e5721568-6a2deec1-a864c93c-38aafdfe.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
24,
111,
136,
153,
185
] | [
42,
112,
135,
133,
127
] | [
0.29529,
0.29834,
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0.11646,
0.34631
] | 5 | true | 1 | train |
6c5fc81e-e5721568-6a2deec1-a864c93c-38aafdfe.jpg | 1 | support devices | present | [
0,
0,
0,
0
] | [
93,
98,
119,
103,
152,
186
] | [
133,
138,
110,
114,
150,
140
] | [
0.85645,
0.41235,
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0.51135,
0.57788,
1.03894
] | 6 | true | 1 | train |
6c5fc81e-e5721568-6a2deec1-a864c93c-38aafdfe.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
48,
119,
176,
33,
39,
57
] | [
133,
147,
150,
154,
157,
149
] | [
0.2312,
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0.36255,
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0.56055,
0.39587
] | 6 | true | 1 | train |
6c5fc81e-e5721568-6a2deec1-a864c93c-38aafdfe.jpg | 1 | pleural effusion | present | [
0,
0,
0,
0
] | [
48,
119,
176,
33,
39,
57
] | [
133,
147,
150,
154,
157,
149
] | [
0.2312,
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0.36255,
0.95667,
0.56055,
0.39587
] | 6 | true | 1 | train |
78c04a6a-e5b8c8f3-43d03217-13036342-bf328551.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
110,
125,
157,
99,
117,
85
] | [
78,
137,
155,
123,
90,
131
] | [
0.22668,
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0.26297,
0.30725,
0.37134,
0.25861
] | 6 | true | 1 | test |
3134db8f-a170f7d3-54c0220a-08a2e07c-50ae890d.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
45,
93,
170,
87,
51,
38
] | [
137,
106,
112,
79,
93,
104
] | [
0.40088,
0.26074,
0.43494,
0.24255,
0.59851,
0.54956
] | 6 | true | 1 | train |
3b6ab05d-4720a6c7-53116498-68a3ecc3-0c16b109.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
108,
132,
127
] | [
135,
112,
90
] | [
0.24261,
0.27518,
0.30869
] | 3 | true | 1 | test |
3b6ab05d-4720a6c7-53116498-68a3ecc3-0c16b109.jpg | 1 | support devices | present | [
0,
0,
0,
0
] | [
108,
125,
115,
127,
121
] | [
135,
124,
112,
118,
94
] | [
0.24261,
0.72783,
0.29115,
0.31947,
0.29103
] | 5 | true | 1 | train |
3b6ab05d-4720a6c7-53116498-68a3ecc3-0c16b109.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
81,
80,
67,
134,
167,
77
] | [
88,
80,
134,
131,
135,
124
] | [
0.24513,
0.32248,
0.37392,
0.19624,
0.30609,
0.26149
] | 6 | true | 1 | test |
dd835ff3-23fd8ffe-98d639bf-b322a961-0dfdb1de.jpg | 1 | pneumonia | present | [
0,
0,
0,
0
] | [
48,
43,
80,
59,
52,
131
] | [
85,
87,
84,
67,
86,
76
] | [
0.21045,
0.22607,
0.06641,
0.26831,
0.13501,
0.16187
] | 6 | true | 1 | train |
d5733e12-c8dcf091-45f17b61-2a47d8e7-27b815b6.jpg | 1 | enlarged cardiomediastinum | present | [
0,
0,
0,
0
] | [
123,
105,
108,
134,
161,
156
] | [
42,
36,
77,
56,
67,
105
] | [
0.29663,
0.39697,
0.13147,
0.21362,
0.29675,
0.36255
] | 6 | true | 1 | train |
d5733e12-c8dcf091-45f17b61-2a47d8e7-27b815b6.jpg | 1 | edema | present | [
0,
0,
0,
0
] | [
66,
168,
140,
71,
84,
107
] | [
96,
90,
97,
99,
104,
80
] | [
0.54407,
0.16516,
0.2804,
0.34644,
0.13147,
0.2467
] | 6 | true | 1 | train |
8d805c57-4d2b05ce-6ea341d8-7b2edba5-c6addf2d.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
38,
69,
50,
66,
50,
54
] | [
167,
123,
146,
129,
136,
142
] | [
0.32361,
0.67944,
0.56604,
0.57715,
0.53394,
0.38782
] | 6 | true | 1 | train |
8d805c57-4d2b05ce-6ea341d8-7b2edba5-c6addf2d.jpg | 1 | pleural effusion | present | [
0,
0,
0,
0
] | [
38,
69,
50,
66,
50,
54
] | [
167,
123,
146,
129,
136,
142
] | [
0.32361,
0.67944,
0.56604,
0.57715,
0.53394,
0.38782
] | 6 | true | 1 | train |
8d805c57-4d2b05ce-6ea341d8-7b2edba5-c6addf2d.jpg | 1 | pneumonia | present | [
0,
0,
0,
0
] | [
193,
129,
86,
62,
43,
89
] | [
142,
61,
89,
121,
170,
102
] | [
0.53406,
0.27173,
0.22632,
0.25903,
0.26025,
0.40442
] | 6 | true | 1 | test |
3740d2e8-e76dc38e-398d0e7d-6c7c0f0a-37aee743.jpg | 1 | support devices | present | [
0,
0,
0,
0
] | [
107,
126,
127,
95,
103,
145
] | [
112,
87,
55,
80,
116,
143
] | [
0.56836,
0.21191,
0.24219,
0.20996,
0.80859,
0.59863
] | 6 | true | 1 | train |
3740d2e8-e76dc38e-398d0e7d-6c7c0f0a-37aee743.jpg | 1 | pleural effusion | present | [
0,
0,
0,
0
] | [
114,
171,
81,
52,
99,
88
] | [
120,
127,
134,
107,
110,
79
] | [
0.20605,
0.5332,
0.13086,
0.29102,
0.19336,
0.22656
] | 6 | true | 1 | train |
a770d8d6-7b6a62ff-815ab876-c81709a8-9a654a54.jpg | 1 | support devices | present | [
0,
0,
0,
0
] | [
100,
123,
103,
117
] | [
36,
96,
102,
90
] | [
0.14926,
0.41977,
0.53857,
0.61453
] | 4 | true | 1 | train |
73b633c5-0a010901-0d67b6a6-c0915884-eafeed0a.jpg | 1 | lung lesion | present | [
0,
0,
0,
0
] | [
124,
96,
95,
62,
44,
33
] | [
57,
81,
63,
109,
97,
119
] | [
0.74396,
0.30707,
0.29123,
0.40411,
0.30746,
2.66879
] | 6 | true | 1 | train |
73b633c5-0a010901-0d67b6a6-c0915884-eafeed0a.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
87,
87,
179,
172,
174,
172
] | [
115,
121,
114,
99,
95,
111
] | [
0.27405,
0.2413,
0.88895,
0.3396,
0.13068,
0.32068
] | 6 | true | 1 | train |
3283bf63-a05bb530-3a600e92-b89d4466-e17f7876.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
158,
92,
168,
81,
74,
85
] | [
89,
111,
109,
116,
131,
95
] | [
0.35229,
0.4043,
0.40454,
0.46875,
0.87231,
0.32007
] | 6 | true | 1 | train |
3283bf63-a05bb530-3a600e92-b89d4466-e17f7876.jpg | 1 | pneumonia | present | [
0,
0,
0,
0
] | [
158,
92,
168,
81,
74,
85
] | [
89,
111,
109,
116,
131,
95
] | [
0.35229,
0.4043,
0.40454,
0.46875,
0.87231,
0.32007
] | 6 | true | 1 | train |
30fad1c6-30140359-022463b8-b750e8e3-a6a06057.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
43,
59,
38,
38,
37,
49
] | [
110,
92,
124,
86,
97,
58
] | [
0.32343,
0.51736,
0.43616,
0.29117,
0.25922,
0.22522
] | 6 | true | 1 | train |
748991dc-fb330cd1-fc203d00-b89b5ccb-7995b475.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
134,
53,
157,
43,
32,
192
] | [
84,
94,
93,
126,
134,
133
] | [
0.2334,
0.53418,
0.56543,
0.37109,
0.24316,
0.32227
] | 6 | true | 1 | train |
60e4469d-4a7d0847-62f1f56d-e5606855-b7bc282e.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
151,
122,
73,
69,
72,
149
] | [
107,
159,
138,
114,
102,
165
] | [
0.20605,
0.30859,
0.37061,
0.2583,
0.48535,
1.1001
] | 6 | true | 1 | train |
0d1ee078-a0626f42-be615473-7bd0956b-c4ab11cc.jpg | 1 | cardiomegaly | present | [
0,
0,
0,
0
] | [
94,
115,
120,
122,
145,
162
] | [
97,
84,
111,
133,
154,
137
] | [
0.31348,
0.60971,
0.36545,
0.3793,
0.24396,
0.41351
] | 6 | true | 1 | train |
0d1ee078-a0626f42-be615473-7bd0956b-c4ab11cc.jpg | 1 | pleural effusion | present | [
0,
0,
0,
0
] | [
87,
72,
65,
152,
46,
22
] | [
146,
141,
115,
95,
117,
179
] | [
0.29819,
0.26346,
0.52759,
0.28018,
0.62622,
1.28702
] | 6 | true | 1 | valid |
0d1ee078-a0626f42-be615473-7bd0956b-c4ab11cc.jpg | 1 | atelectasis | present | [
0,
0,
0,
0
] | [
96,
187,
201,
196,
158,
141
] | [
126,
117,
123,
117,
104,
79
] | [
0.23077,
0.47818,
0.49496,
0.49356,
1.03851,
0.44684
] | 6 | true | 1 | train |
07886c95-b1f91525-6cc45c85-f0f9d171-2c319917.jpg | 1 | lung opacity | present | [
0,
0,
0,
0
] | [
74,
69,
68,
95,
90,
60
] | [
125,
109,
122,
57,
73,
74
] | [
0.16455,
0.3042,
0.59912,
0.38916,
0.20996,
0.21045
] | 6 | true | 1 | test |
End of preview. Expand in Data Studio
GazeSearch: Radiology Findings Search Benchmark (WACV 2025)
Access is gated. This dataset contains images derived from MIMIC-CXR and is only shared with users credentialed under the PhysioNet Credentialed Health Data Use Agreement. Click Request access at the top of the page and confirm you hold an active MIMIC-CXR credentialed-access account; requests without proof of authorization will be denied.
GazeSearch is a curated visual search dataset for evaluating search algorithms on radiology findings. It is built from medical eye-tracking data (REFLACX and EGD) paired with chest X-ray images from MIMIC-CXR, and captures how radiologists visually search for specific findings.
Paper: GazeSearch: Radiology Findings Search Benchmark (WACV 2025). Original repository: https://github.com/uark-aicv/GazeSearch
Contents
gazesearch/
├── annotations/
│ └── finding_visual_search_coco_format_train_test_filtered_max_6_split_train_valid_test_2024-07-22.json
├── images/ # 3,577 chest X-ray JPGs (from MIMIC-CXR)
└── checkpoints/
├── ckp_29999.pt # ChestSearch model checkpoint (30k iterations)
├── M2F_R50.pkl # Mask2Former ResNet-50 backbone weights
└── M2F_R50_MSDeformAttnPixelDecoder.pkl # MSD pixel decoder weights
Annotation format
The JSON file is a list of scanpath samples (4,875 entries over 2,328 unique images). Each entry has:
| Field | Description |
|---|---|
name |
Image filename in images/ |
subject |
Radiologist / subject ID |
task |
Target finding being searched (e.g. lung opacity, cardiomegaly, ...) |
condition |
Presence of the finding (present) |
bbox |
Ground-truth bounding box [x, y, w, h] of the finding |
X, Y |
Fixation coordinates (in the 224×224 patch space) |
T |
Fixation durations (seconds) |
length |
Number of fixations (max 6; add a center fixation to get length-7 paper setup) |
fixOnTarget |
Whether the scanpath ends on the target region |
correct |
Whether the radiologist's decision was correct |
split |
One of train (3,870) / valid (517) / test (488) |
Tasks / findings
lung opacity, support devices, cardiomegaly, pleural effusion,
atelectasis, edema, consolidation, enlarged cardiomediastinum,
lung lesion, fracture, pneumonia, pneumothorax, pleural other.
Checkpoints
checkpoints/ckp_29999.pt is the trained ChestSearch scanpath-prediction
baseline from the paper. M2F_R50.pkl and
M2F_R50_MSDeformAttnPixelDecoder.pkl are the Mask2Former ResNet-50
backbone / pixel-decoder weights used to initialize training.
See the original repo for training/inference code and the
src/demo_medical.ipynb demo notebook.
Citation
@article{GazeSearch2023,
title={GazeSearch: Radiology Findings Search Benchmark},
author={Trong Thang Pham and Tien-Phat Nguyen and Yuki Ikebe and Akash Awasthi and Zhigang Deng and Carol C. Wu and Hien Nguyen and Ngan Le},
journal={IEEE Winter Conference on Applications of Computer Vision (WACV)},
year={2025}
}
License
MIT License — Copyright (c) 2024 AICV@University of Arkansas. Note that the underlying MIMIC-CXR images are subject to the PhysioNet Credentialed Health Data License; only users credentialed for MIMIC-CXR should use this dataset.
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