{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,25]],"date-time":"2026-04-25T10:49:39Z","timestamp":1777114179377,"version":"3.51.4"},"reference-count":49,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,3,1]],"date-time":"2019-03-01T00:00:00Z","timestamp":1551398400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"ARC Discovery","award":["DP160101458"],"award-info":[{"award-number":["DP160101458"]}]},{"name":"Australian Government Research Training Program Scholarship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2019,3]]},"DOI":"10.1109\/tbme.2018.2854632","type":"journal-article","created":{"date-parts":[[2018,7,9]],"date-time":"2018-07-09T18:21:06Z","timestamp":1531160466000},"page":"689-694","source":"Crossref","is-referenced-by-count":79,"title":["Predicting Athlete Ground Reaction Forces and Moments From Spatio-Temporal Driven CNN Models"],"prefix":"10.1109","volume":"66","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6401-4597","authenticated-orcid":false,"given":"William Robert","family":"Johnson","sequence":"first","affiliation":[]},{"given":"Jacqueline","family":"Alderson","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0824-9682","authenticated-orcid":false,"given":"David","family":"Lloyd","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5206-3842","authenticated-orcid":false,"given":"Ajmal","family":"Mian","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2015.07.036"},{"key":"ref38","article-title":"R: A language and environment for statistical computing","author":"team","year":"2016"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3022227.3022323"},{"key":"ref31","first-page":"1","article-title":"Torch7: A matlab-like environment for machine learning","author":"collobert","year":"0","journal-title":"NIPS Workshop BigLearn"},{"key":"ref30","article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","author":"abadi","year":"2016"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2014.01.012"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/S0021-9290(03)00087-3"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.gaitpost.2008.06.010"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298594"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9868.2009.00723.x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-018-1802-7"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1080\/14763140601058623"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.gaitpost.2004.04.004"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2014.04.030"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1115\/1.4030892","article-title":"Predicting complete ground reaction forces and moments during gait with insole plantar pressure information using a wavelet neural network","volume":"137","author":"sim","year":"2015","journal-title":"J Biomech Eng"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2013.2237899"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2013.07.036"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2017.10.025"},{"key":"ref26","first-page":"129","author":"bie","year":"2005","journal-title":"ch Eigenproblems in Pattern Recognition"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s12541-013-0064-4"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/14763141.2013.811284"},{"key":"ref11","doi-asserted-by":"crossref","first-page":"873","DOI":"10.3390\/s18030873","article-title":"Trends supporting the in-field use of wearable inertial sensors for sport performance evaluation: A systematic review","volume":"18","author":"camomilla","year":"2018","journal-title":"SENSORS"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1123\/jab.19.2.178"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1177\/0363546506296738"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsams.2016.06.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.4085\/1062-6050-43.4.396"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1097\/00005768-200107000-00014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1249\/mss.0b013e31812f56d1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICRA.2014.6907310"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.416"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/1833349.1778779"},{"key":"ref4","doi-asserted-by":"crossref","DOI":"10.3390\/s17071591","article-title":"A study of vicon system positioning performance","volume":"17","author":"merriaux","year":"2017","journal-title":"SENSORS"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/026404100446775"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/s101110240"},{"key":"ref5","first-page":"295","article-title":"Wireless insoles to measure ground reaction forces: Step-by-step validity in hopping, walking, and running","volume":"35","author":"burns","year":"2017","journal-title":"ISBS Proceedings Archive"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.3390\/s17010075","article-title":"Estimation of ground reaction forces and moments during gait using only inertial motion capture","volume":"17","author":"karatsidis","year":"2016","journal-title":"SENSORS"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2010.06.005"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbiomech.2008.06.001"},{"key":"ref9","first-page":"155","article-title":"Validity of an accelerometer as a vertical ground reaction force measuring device in healthy children and adolescents and in children and adolescents with osteogenesis imperfecta type i","volume":"14","author":"pouliot-laforte","year":"2014","journal-title":"J Musculoskel Neuron Interact"},{"key":"ref46","first-page":"579","article-title":"Skeleton based action recognition with convolutional neural network","author":"du","year":"0","journal-title":"Proc IEEE 3rd IAPR Asian Conf Pattern Recognit"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.486"},{"key":"ref48","article-title":"Train convolutional neural network for regression","year":"0"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.532"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/2347736.2347755"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.gaitpost.2006.05.016"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/MASSP.1984.1162257"},{"key":"ref43","doi-asserted-by":"crossref","first-page":"559","DOI":"10.1080\/14786440109462720","article-title":"On lines and planes of closest fit to systems of points in space","volume":"2","author":"pearson","year":"1901","journal-title":"London Edinburgh Dublin Philos Mag J Sci"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/8643653\/08408711.pdf?arnumber=8408711","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,13]],"date-time":"2022-07-13T20:45:58Z","timestamp":1657745158000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8408711\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,3]]},"references-count":49,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2018.2854632","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,3]]}}}