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Hughes","year":"1993","journal-title":"Acta Orthopaedica Belgica"},{"key":"pcbi.1008280.ref091","doi-asserted-by":"crossref","first-page":"339","DOI":"10.1016\/j.gaitpost.2005.04.011","article-title":"A functional foot type classification with cluster analysis based on plantar pressure distribution during jogging.","volume":"23","author":"A De Cock","year":"2006","journal-title":"Gait Posture"},{"key":"pcbi.1008280.ref092","doi-asserted-by":"crossref","first-page":"839","DOI":"10.2337\/dc07-2288","article-title":"Custom therapeutic insoles based on both foot shape and plantar pressure measurement provide enhanced pressure relief","volume":"31","author":"TM Owings","year":"2008","journal-title":"Diabetes Care"},{"key":"pcbi.1008280.ref093","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1016\/j.ptsp.2016.08.008","article-title":"Strength training for plantar fasciitis and the intrinsic foot musculature: A systematic review","volume":"24","author":"D Huffer","year":"2017","journal-title":"Phys Ther Sport"},{"key":"pcbi.1008280.ref094","article-title":"Understanding elevated metabolic cost of asymmetric walking.","author":"KS Rao","year":"2019","journal-title":"Johns Hopkins University."},{"key":"pcbi.1008280.ref095","doi-asserted-by":"crossref","first-page":"161","DOI":"10.1310\/tsr2002-161","article-title":"Changes in metabolic cost of transport following locomotor training poststroke","volume":"20","author":"D Reisman","year":"2013","journal-title":"Top Stroke Rehabil"},{"key":"pcbi.1008280.ref096","article-title":"A soft robotic exosuit improves walking in patients after stroke","volume":"9","author":"LN Awad","year":"2017","journal-title":"Sci Transl Med"},{"key":"pcbi.1008280.ref097","doi-asserted-by":"crossref","first-page":"1985","DOI":"10.1109\/TNSRE.2018.2870756","article-title":"An untethered ankle exoskeleton improves walking economy in a pilot study of individuals with cerebral palsy","volume":"26","author":"ZF Lerner","year":"2018","journal-title":"IEEE Trans Neural Syst Rehabil Eng"}],"container-title":["PLOS Computational Biology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1008280","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,28]],"date-time":"2020-10-28T17:37:43Z","timestamp":1603906663000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pcbi.1008280"}},"subtitle":[],"editor":[{"given":"Vassily","family":"Hatzimanikatis","sequence":"first","affiliation":[]}],"short-title":[],"issued":{"date-parts":[[2020,10,28]]},"references-count":97,"journal-issue":{"issue":"10","published-online":{"date-parts":[[2020,10,28]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pcbi.1008280","relation":{},"ISSN":["1553-7358"],"issn-type":[{"value":"1553-7358","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10,28]]}}}