{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,27]],"date-time":"2026-05-27T22:28:53Z","timestamp":1779920933698,"version":"3.53.1"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/ijcnn48605.2020.9207380","type":"proceedings-article","created":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T00:40:33Z","timestamp":1601426433000},"page":"1-8","source":"Crossref","is-referenced-by-count":38,"title":["Early Detection of Parkinson Disease using Deep Neural Networks on Gait Dynamics"],"prefix":"10.1109","author":[{"given":"Lerina","family":"Aversano","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mario Luca","family":"Bernardi","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marta","family":"Cimitile","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Riccardo","family":"Pecori","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2018.03.032"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-9568.2005.04298.x"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8856685"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1002\/mds.20507"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/S1352-2310(97)00447-0"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1111\/j.1460-9568.2007.05810.x"},{"key":"ref14","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume":"37","author":"ioffe","year":"0"},{"key":"ref15","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014"},{"key":"ref16","article-title":"Deephealth: Deep learning for health informatics","author":"kwak","year":"2019"},{"key":"ref17","article-title":"Deep 1d-convnet for accurate parkinson disease detection and severity prediction from gait","author":"el maachi","year":"2019"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/1102351.1102422"},{"key":"ref19","article-title":"Mish: A self regularized non-monotonic neural activation function","author":"misra","year":"2019"},{"key":"ref28","first-page":"1","article-title":"A dual-modal attention-enhanced deep learning network for quantification of parkinson’s disease characteristics","author":"xia","year":"2019","journal-title":"IEEE Transactions on Neural Systems and Rehabilitation Engineering"},{"key":"ref4","first-page":"2546","article-title":"Algorithms for hyper-parameter optimization","author":"bergstra","year":"2011","journal-title":"Proceedings of the 24th International Conference on Neural Information Processing Systems NIPS’11"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2948658"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1162\/089976600300015187"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/1758731"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2018.07.015"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2019.8852068"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59147-6_30"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1561\/2000000039"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/BHI.2018.8333381"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2017.10.017"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2016.7729228"},{"key":"ref20","article-title":"Gait analysis and clinical correlations in early parkinson’s disease","volume":"32","author":"sanson","year":"2017","journal-title":"Funct Neurol"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCONS.2018.8663104"},{"key":"ref21","article-title":"Searching for activation functions","author":"ramachandran","year":"2017"},{"key":"ref24","first-page":"iii- 1139","article-title":"On the importance of initialization and momentum in deep learning","volume":"28","author":"sutskever","year":"2013","journal-title":"Proceedings of the 30th International Conference on International Conference on Machine Learning"},{"key":"ref23","article-title":"Unit tests for stochastic optimization","author":"schaul","year":"2013"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICOEI.2019.8862686"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2018.00163"}],"event":{"name":"2020 International Joint Conference on Neural Networks (IJCNN)","location":"Glasgow, United Kingdom","start":{"date-parts":[[2020,7,19]]},"end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9200848\/9206590\/09207380.pdf?arnumber=9207380","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:57:34Z","timestamp":1656453454000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9207380\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/ijcnn48605.2020.9207380","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}