{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:14:19Z","timestamp":1740100459012,"version":"3.37.3"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T00:00:00Z","timestamp":1639008000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T00:00:00Z","timestamp":1639008000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,12,9]],"date-time":"2021-12-09T00:00:00Z","timestamp":1639008000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100001605","name":"Epilepsy Foundation","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100001605","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,12,9]]},"DOI":"10.1109\/bibm52615.2021.9669843","type":"proceedings-article","created":{"date-parts":[[2022,1,14]],"date-time":"2022-01-14T20:40:30Z","timestamp":1642192830000},"page":"3599-3602","source":"Crossref","is-referenced-by-count":4,"title":["Seizure Forecasting from Subcutaneous EEG Using Long Short Term Memory Neural Networks: Algorithm Development and Optimization"],"prefix":"10.1109","author":[{"given":"Tal Pal","family":"Attia","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pedro F.","family":"Viana","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mona","family":"Nasseri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mark P.","family":"Richardson","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benjamin H.","family":"Brinkmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2021.690404"},{"key":"ref11","article-title":"Under-sampling in epilepsy: Limitations of conventional EEG","author":"baud","year":"2020","journal-title":"Clin Neurophysiol Pract"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"1805","DOI":"10.1111\/epi.16630","article-title":"A new era in electroencephalographic monitoring? Subscalp devices for ultra&#x2013;long?term recordings","volume":"61","author":"duun?henriksen","year":"2020","journal-title":"Epilepsia"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1002\/acn3.51261","article-title":"230 days of ultra long?term subcutaneous EEG: seizure cycle analysis and comparison to patient diary","volume":"8","author":"viana","year":"2021","journal-title":"Annals of Clinical and Translational Neurology"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(20)30396-3"},{"key":"ref15","article-title":"Seizure Forecasting Using a Novel Sub-Scalp Ultra-Long Term EEG Monitoring System","author":"stirling","year":"2021","journal-title":"medRxiv"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2018.11100"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"2037","DOI":"10.1111\/epi.16333","article-title":"Machine learning applications in epilepsy","volume":"60","author":"abbasi","year":"2019","journal-title":"Epilepsia"},{"key":"ref18","first-page":"62","article-title":"Machine learning and wearable devices of the future","author":"beniczky","year":"2021","journal-title":"Epilepsia"},{"key":"ref19","article-title":"Learning internal representations by error propagation","author":"rumelhart","year":"1985","journal-title":"CALIFORNIA UNIV SAN DIEGO LA JOLLA INST FOR COGNITIVE SCIENCE"},{"key":"ref4","article-title":"Seizure forecasting from idea to reality","volume":"4","author":"dumanis","year":"2017","journal-title":"Outcomes of the My Seizure Gauge Epilepsy Innovation Institute Workshop"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(16)30158-2"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15908-3"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1002\/9783527625192.ch1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-01449-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1038\/s41582-018-0055-2"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(13)70075-9"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1002\/9781119431893.ch26"},{"key":"ref1","first-page":"167","article-title":"A forward-looking review of seizure prediction. Current opinion in neurology","volume":"30","author":"freestone","year":"2017"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","article-title":"Long short-term memory","volume":"9","author":"hochreiter","year":"1997","journal-title":"Neural Computation"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/11550907_126"},{"key":"ref21","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","author":"chung","year":"2014","journal-title":"arXiv preprint arXiv 1412 3555"},{"key":"ref24","doi-asserted-by":"crossref","first-page":"2673","DOI":"10.1109\/78.650093","article-title":"Bidirectional recurrent neural networks","volume":"45","author":"schuster","year":"1997","journal-title":"IEEE Transactions on Signal Processing"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2005.06.042"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/5\/4\/004"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2552\/abef8a"}],"event":{"name":"2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2021,12,9]]},"location":"Houston, TX, USA","end":{"date-parts":[[2021,12,12]]}},"container-title":["2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9669261\/9669139\/09669843.pdf?arnumber=9669843","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T16:57:11Z","timestamp":1652201831000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9669843\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,12,9]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/bibm52615.2021.9669843","relation":{},"subject":[],"published":{"date-parts":[[2021,12,9]]}}}