{"id":207,"date":"2023-09-22T19:35:09","date_gmt":"2023-09-22T19:35:09","guid":{"rendered":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/?page_id=207"},"modified":"2023-10-10T10:37:17","modified_gmt":"2023-10-10T10:37:17","slug":"benchmark","status":"publish","type":"page","link":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/benchmark\/","title":{"rendered":"Benchmark"},"content":{"rendered":"\n

Results of EEG-based seizure detection algorithm that use the framework are displayed on this page. This page is a community effort powered by many researchers around the world. If you would like to see the results of your work displayed on this page just submit your results!<\/p>\n\n\n\n

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Submit a new entry!<\/a><\/div>\n<\/div>\n\n\n\n

Subject-independent models<\/h2>\n\n\n\n

Click on a row to show additional information.<\/em><\/p>\n\n\n

Name<\/th>Training Data<\/th>Date<\/th>CHB-MIT
F1-score
Event<\/th>		CHB-MIT
Sensitivity
Event<\/th>		CHB-MIT
Precision
Event<\/th>		CHB-MIT
FP\/day
Event<\/th>		CHB-MIT
F1-score
Sample<\/th>		CHB-MIT
Sensitivity
Sample<\/th>		CHB-MIT
Precision
Sample<\/th>		CHB-MIT
FP\/day
Sample<\/th>		TUH
F1-score
Event<\/th>		TUH
Sensitivity
Event<\/th>		TUH
Precision
Event<\/th>		TUH
FP\/day
Event<\/th>		TUH
F1-score
Sample<\/th>		TUH
Sensitivity
Sample<\/th>		TUH
Precision
Sample<\/th>		TUH
FP\/day
Sample<\/th>		Siena
F1-score
Event<\/th>		Siena
Sensitivity
Event<\/th>		Siena
Precision
Event<\/th>		Siena
FP\/day
Event<\/th>		Siena
F1-score
Sample<\/th>		Siena
Sensitivity
Sample<\/th>		Siena
Precision
Sample<\/th>		Siena
FP\/day
Sample<\/th>		SeizeIT
F1-score
Event<\/th>		SeizeIT
Sensitivity
Event<\/th>		SeizeIT
Precision
Event<\/th>		SeizeIT
FP\/day
Event<\/th>		SeizeIT
F1-score
Sample<\/th>		SeizeIT
Sensitivity
Sample<\/th>		SeizeIT
Precision
Sample<\/th>		SeizeIT
FP\/day- Sample<\/th><\/tr><\/thead>
ESL_RF...<\/abbr><\/a><\/td>CHB-MIT<\/td>06\/10\/2023<\/td>55.3<\/td>34.1<\/td>77.4<\/td>1.08<\/td>29.4<\/td>14.9<\/td>78.9<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/tr>
ESL_RF...<\/abbr><\/a><\/td>Siena<\/td>06\/10\/2023<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td>33.9<\/td>32.9<\/td>62.5<\/td>1.2<\/td>19.9<\/td>6.9<\/td>69.9<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/tr>
ESL_Tr...<\/abbr><\/a><\/td>TUH<\/td>11\/10\/2023<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td>63.2<\/td>76.5<\/td>53.9<\/td>40.6<\/td>61.6<\/td>60.7<\/td>62.4<\/td><\/td>32.2<\/td>54.4<\/td>31.3<\/td>21.9<\/td>26.8<\/td>28.9<\/td>35.9<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/tr>
ESL_Tr...<\/abbr><\/a><\/td>Siena<\/td>11\/10\/2023<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td>22.8<\/td>56.9<\/td>18.7<\/td>34.4<\/td>17.3<\/td>23.3<\/td>21.1<\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Table filters:<\/em><\/p>\n\n\n\n

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Datasets<\/p>\n<\/div>\n\n\n\n

\n
\n
CHB-MIT<\/a><\/div>\n\n\n\n
TUH<\/a><\/div>\n\n\n\n
Siena<\/a><\/div>\n\n\n\n
SeizeIT<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
\n
\n

Metrics<\/p>\n<\/div>\n\n\n\n

\n
\n
F1-score<\/a><\/div>\n\n\n\n
Sensitivity<\/a><\/div>\n\n\n\n
Precision<\/a><\/div>\n\n\n\n
FP\/day<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
\n
\n

Scoring<\/p>\n<\/div>\n\n\n\n

\n
\n
Event-based<\/a><\/div>\n\n\n\n
Sample-based<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"

Results of EEG-based seizure detection algorithm that use the framework are displayed on this page. This page is a community effort powered by many researchers around the world. If you would like to see the results of your work displayed on this page just submit your results! Subject-independent models Click on a row to show […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"inline_featured_image":false,"footnotes":""},"class_list":["post-207","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/pages\/207","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/comments?post=207"}],"version-history":[{"count":23,"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/pages\/207\/revisions"}],"predecessor-version":[{"id":307,"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/pages\/207\/revisions\/307"}],"wp:attachment":[{"href":"https:\/\/eslweb.epfl.ch\/epilepsybenchmarks\/wp-json\/wp\/v2\/media?parent=207"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}