{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,20]],"date-time":"2026-07-20T19:30:26Z","timestamp":1784575826493,"version":"3.55.0"},"reference-count":150,"publisher":"Wiley","issue":"4","license":[{"start":{"date-parts":[[2022,1,19]],"date-time":"2022-01-19T00:00:00Z","timestamp":1642550400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001459","name":"Ministry of Education - Singapore","doi-asserted-by":"publisher","award":["AcRF Tier 2 (WBS R-284-000-217-112)"],"award-info":[{"award-number":["AcRF Tier 2 (WBS R-284-000-217-112)"]}],"id":[{"id":"10.13039\/501100001459","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["advanced.onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Advanced Intelligent Systems"],"published-print":{"date-parts":[[2022,4]]},"abstract":"<jats:sec><jats:label\/><jats:p>Wearable sensing electronic systems (WSES) are becoming a fundamental platform to construct smart and intelligent networks for broad applications. Various physiological data are readily collected by the WSES, including biochemical, biopotential, and biophysical signals from human bodies. However, understanding these sensing data, such as feature extractions, recognitions, and classifications, is largely restrained because of the insufficient capacity when using conventional data processing techniques. Recent advances in sensing performance and system\u2010level operation quality of the WSES are expedited with the assistance of machine learning (ML) algorithms. Here, the state\u2010of\u2010the\u2010art of the ML\u2010assisted WSES is summarized with emphasis on how the accurate perceptions on physiological signals under different algorithms paradigm augment the performance of the WSES for diverse applications. Concretely, ML algorithms that are frequently implemented in the WSES studies are first synopsized. Then broad applications of ML\u2010assisted WSES with strengthened functions are discussed in the following sections, including intelligent physiological signals monitoring, disease diagnosis, on\u2010demand treatments, assistive devices, human\u2013machine interface, and multiple sensations\u2010based virtual and augmented reality. Finally, challenges confronted for the ML\u2010assisted WSES are addressed.<\/jats:p><\/jats:sec>","DOI":"10.1002\/aisy.202100194","type":"journal-article","created":{"date-parts":[[2022,1,19]],"date-time":"2022-01-19T22:29:25Z","timestamp":1642631365000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":41,"title":["Augmenting Sensor Performance with Machine Learning Towards Smart Wearable Sensing Electronic Systems"],"prefix":"10.1002","volume":"4","author":[{"given":"Songlin","family":"Zhang","sequence":"first","affiliation":[{"name":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lakshmi","family":"Suresh","sequence":"additional","affiliation":[{"name":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jiachen","family":"Yang","sequence":"additional","affiliation":[{"name":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xueping","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2074-8385","authenticated-orcid":false,"given":"Swee Ching","family":"Tan","sequence":"additional","affiliation":[{"name":"Department of Materials Science and Engineering National University of Singapore  117574 Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2022,1,19]]},"reference":[{"key":"e_1_2_8_2_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202105482"},{"key":"e_1_2_8_3_1","doi-asserted-by":"publisher","DOI":"10.1002\/adhm.202100734"},{"key":"e_1_2_8_4_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202008807"},{"key":"e_1_2_8_5_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41427-020-00280-x"},{"key":"e_1_2_8_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2020.112750"},{"key":"e_1_2_8_7_1","doi-asserted-by":"publisher","DOI":"10.1063\/5.0043842"},{"key":"e_1_2_8_8_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.1c00085"},{"key":"e_1_2_8_9_1","doi-asserted-by":"publisher","DOI":"10.1039\/D1CS00003A"},{"key":"e_1_2_8_10_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000157"},{"key":"e_1_2_8_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.matt.2021.01.006"},{"key":"e_1_2_8_12_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.nanolett.9b01055"},{"key":"e_1_2_8_13_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-021-00360-9"},{"key":"e_1_2_8_14_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000084"},{"key":"e_1_2_8_15_1","doi-asserted-by":"publisher","DOI":"10.1002\/inf2.12122"},{"key":"e_1_2_8_16_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-20919-9"},{"key":"e_1_2_8_17_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201802290"},{"key":"e_1_2_8_18_1","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202003864"},{"key":"e_1_2_8_19_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.202000063"},{"key":"e_1_2_8_20_1","doi-asserted-by":"publisher","DOI":"10.1021\/acssensors.0c01424"},{"key":"e_1_2_8_21_1","doi-asserted-by":"publisher","DOI":"10.1002\/aisy.201900171"},{"key":"e_1_2_8_22_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-018-0305-z"},{"key":"e_1_2_8_23_1","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202003939"},{"key":"e_1_2_8_24_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.0c05657"},{"key":"e_1_2_8_25_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0252573"},{"key":"e_1_2_8_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/s42979-021-00605-9"},{"key":"e_1_2_8_27_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-86735-9"},{"key":"e_1_2_8_28_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-00372-6"},{"key":"e_1_2_8_29_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsmaterialslett.0c00085"},{"key":"e_1_2_8_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.2975773"},{"key":"e_1_2_8_31_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.201803413"},{"key":"e_1_2_8_32_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.202104178"},{"key":"e_1_2_8_33_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18093109"},{"key":"e_1_2_8_34_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202008130"},{"key":"e_1_2_8_35_1","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.aaz7946"},{"key":"e_1_2_8_36_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aaz0007"},{"key":"e_1_2_8_37_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-020-1045-7"},{"key":"e_1_2_8_38_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-0428-6"},{"key":"e_1_2_8_39_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-25637-w"},{"key":"e_1_2_8_40_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1687-0"},{"key":"e_1_2_8_41_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-021-03506-2"},{"key":"e_1_2_8_42_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.1701629"},{"key":"e_1_2_8_43_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2015.07.039"},{"key":"e_1_2_8_44_1","doi-asserted-by":"publisher","DOI":"10.1038\/ncomms14997"},{"key":"e_1_2_8_45_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aay9842"},{"key":"e_1_2_8_46_1","doi-asserted-by":"publisher","DOI":"10.1002\/mds.26693"},{"key":"e_1_2_8_47_1","doi-asserted-by":"publisher","DOI":"10.1136\/svn-2017-000101"},{"key":"e_1_2_8_48_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15086-2"},{"key":"e_1_2_8_49_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature21056"},{"key":"e_1_2_8_50_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1909630116"},{"key":"e_1_2_8_51_1","doi-asserted-by":"publisher","DOI":"10.1021\/acssensors.9b02451"},{"key":"e_1_2_8_52_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-0422-z"},{"key":"e_1_2_8_53_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-04608-8"},{"key":"e_1_2_8_54_1","unstructured":"Wikipedia Hierarchical Clustering https:\/\/en.wikipedia.org\/wiki\/Hierarchical_clustering(accessed: September 2021)."},{"key":"e_1_2_8_55_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-018-9614-6"},{"key":"e_1_2_8_56_1","doi-asserted-by":"publisher","DOI":"10.3390\/rs11080920"},{"key":"e_1_2_8_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2016.01.011"},{"key":"e_1_2_8_58_1","author":"Veen F. V.","journal-title":"The Neural Network Zoo"},{"key":"e_1_2_8_59_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.202104690"},{"key":"e_1_2_8_60_1","doi-asserted-by":"publisher","DOI":"10.3390\/proceedings2020047009"},{"key":"e_1_2_8_61_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.6b04930"},{"key":"e_1_2_8_62_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.9b09119"},{"key":"e_1_2_8_63_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2019.2928239"},{"key":"e_1_2_8_64_1","first-page":"228","volume":"181","author":"Riera A.","year":"2012","journal-title":"Stud. Health Technol. Inform."},{"key":"e_1_2_8_65_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.0c06946"},{"key":"e_1_2_8_66_1","doi-asserted-by":"publisher","DOI":"10.1038\/nnano.2009.235"},{"key":"e_1_2_8_67_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-018-0948-z"},{"key":"e_1_2_8_68_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nanoen.2018.09.030"},{"key":"e_1_2_8_69_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12938-020-00796-x"},{"key":"e_1_2_8_70_1","volume-title":"Advances in Principal Component Analysis: Research and Development","author":"Naik G. R.","year":"2017"},{"key":"e_1_2_8_71_1","first-page":"1","author":"Jiang S.","year":"2021","journal-title":"IEEE Rev. Biomed. Eng."},{"key":"e_1_2_8_72_1","doi-asserted-by":"publisher","DOI":"10.1021\/ci025620t"},{"key":"e_1_2_8_73_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1528-1167.2012.03444.x"},{"key":"e_1_2_8_74_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:AMAI.0000018580.96245.c6"},{"key":"e_1_2_8_75_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bej.2017.09.005"},{"key":"e_1_2_8_76_1","unstructured":"Z. C.Lipton J.Berkowitz C.Elkan arXiv preprint arXiv:1506.00019 2015."},{"key":"e_1_2_8_77_1","first-page":"4832864","volume":"2021","author":"Nguyen Q. H.","year":"2021","journal-title":"Math. Probl. Eng."},{"key":"e_1_2_8_78_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-019-0447-x"},{"key":"e_1_2_8_79_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-021-01287-9"},{"key":"e_1_2_8_80_1","doi-asserted-by":"publisher","DOI":"10.1039\/C7LC00192D"},{"key":"e_1_2_8_81_1","doi-asserted-by":"publisher","DOI":"10.3390\/bios11080245"},{"key":"e_1_2_8_82_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-16040-y"},{"key":"e_1_2_8_83_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202010962"},{"key":"e_1_2_8_84_1","doi-asserted-by":"publisher","DOI":"10.3390\/app11083414"},{"key":"e_1_2_8_85_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.6b03127"},{"key":"e_1_2_8_86_1","doi-asserted-by":"publisher","DOI":"10.1021\/nl404335p"},{"key":"e_1_2_8_87_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.8b02133"},{"key":"e_1_2_8_88_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.matt.2019.12.025"},{"key":"e_1_2_8_89_1","doi-asserted-by":"publisher","DOI":"10.1111\/pai.13419"},{"key":"e_1_2_8_90_1","first-page":"6677314","volume":"2021","author":"Ghaderzadeh M.","year":"2021","journal-title":"J. Healthc. Eng."},{"key":"e_1_2_8_91_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.2990071"},{"key":"e_1_2_8_92_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.aba3252"},{"key":"e_1_2_8_93_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2017.10.011"},{"key":"e_1_2_8_94_1","doi-asserted-by":"publisher","DOI":"10.3390\/s150102181"},{"key":"e_1_2_8_95_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.analchem.9b03379"},{"key":"e_1_2_8_96_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2019.04.058"},{"key":"e_1_2_8_97_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.1601314"},{"key":"e_1_2_8_98_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature16521"},{"key":"e_1_2_8_99_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2018.06.060"},{"key":"e_1_2_8_100_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2020.112404"},{"key":"e_1_2_8_101_1","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-019-0091-7"},{"key":"e_1_2_8_102_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-17288-0"},{"key":"e_1_2_8_103_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-00510-8"},{"key":"e_1_2_8_104_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2892-6"},{"key":"e_1_2_8_105_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.aba5504"},{"key":"e_1_2_8_106_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sna.2020.112029"},{"key":"e_1_2_8_107_1","doi-asserted-by":"publisher","DOI":"10.1080\/01691864.2018.1490666"},{"key":"e_1_2_8_108_1","doi-asserted-by":"publisher","DOI":"10.3390\/s19194215"},{"key":"e_1_2_8_109_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsnano.0c03268"},{"key":"e_1_2_8_110_1","doi-asserted-by":"publisher","DOI":"10.1002\/aelm.201800811"},{"key":"e_1_2_8_111_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2019.03.102"},{"key":"e_1_2_8_112_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2017.10.178"},{"key":"e_1_2_8_113_1","doi-asserted-by":"publisher","DOI":"10.1021\/nl504482t"},{"key":"e_1_2_8_114_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-017-0977-2"},{"key":"e_1_2_8_115_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18072183"},{"key":"e_1_2_8_116_1","doi-asserted-by":"publisher","DOI":"10.1038\/nnano.2016.38"},{"key":"e_1_2_8_117_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41551-021-00719-8"},{"key":"e_1_2_8_118_1","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202101020"},{"key":"e_1_2_8_119_1","doi-asserted-by":"publisher","DOI":"10.1186\/1743-0003-9-21"},{"key":"e_1_2_8_120_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18103363"},{"key":"e_1_2_8_121_1","doi-asserted-by":"publisher","DOI":"10.1002\/adma.201904020"},{"key":"e_1_2_8_122_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41378-019-0127-5"},{"key":"e_1_2_8_123_1","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.aat2516"},{"key":"e_1_2_8_124_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-18471-z"},{"key":"e_1_2_8_125_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nanoen.2020.105325"},{"key":"e_1_2_8_126_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1424875112"},{"key":"e_1_2_8_127_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2017.01.044"},{"key":"e_1_2_8_128_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-021-00558-0"},{"key":"e_1_2_8_129_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2010989117"},{"key":"e_1_2_8_130_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202008650"},{"key":"e_1_2_8_131_1","doi-asserted-by":"publisher","DOI":"10.1126\/scirobotics.abc6878"},{"key":"e_1_2_8_132_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202007428"},{"key":"e_1_2_8_133_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1234-z"},{"key":"e_1_2_8_134_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202008831"},{"key":"e_1_2_8_135_1","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202000261"},{"key":"e_1_2_8_136_1","doi-asserted-by":"publisher","DOI":"10.1021\/acs.nanolett.9b00922"},{"key":"e_1_2_8_137_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202009364"},{"key":"e_1_2_8_138_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202009602"},{"key":"e_1_2_8_139_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202008805"},{"key":"e_1_2_8_140_1","doi-asserted-by":"publisher","DOI":"10.1002\/adfm.202005692"},{"key":"e_1_2_8_141_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-68362-y"},{"key":"e_1_2_8_142_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-45422-6"},{"key":"e_1_2_8_143_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.aba5132"},{"key":"e_1_2_8_144_1","doi-asserted-by":"publisher","DOI":"10.1126\/science.abc9735"},{"key":"e_1_2_8_145_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-019-0150-9"},{"key":"e_1_2_8_146_1","doi-asserted-by":"publisher","DOI":"10.1126\/sciadv.abg1455"},{"key":"e_1_2_8_147_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-00501-9"},{"key":"e_1_2_8_148_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2021.611300"},{"key":"e_1_2_8_149_1","doi-asserted-by":"publisher","DOI":"10.1021\/acsomega.0c05667"},{"key":"e_1_2_8_150_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21155134"},{"key":"e_1_2_8_151_1","doi-asserted-by":"publisher","DOI":"10.3390\/s16010100"}],"container-title":["Advanced Intelligent Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/aisy.202100194","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1002\/aisy.202100194","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/advanced.onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/aisy.202100194","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,7]],"date-time":"2025-10-07T14:34:37Z","timestamp":1759847677000},"score":1,"resource":{"primary":{"URL":"https:\/\/advanced.onlinelibrary.wiley.com\/doi\/10.1002\/aisy.202100194"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,19]]},"references-count":150,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2022,4]]}},"alternative-id":["10.1002\/aisy.202100194"],"URL":"https:\/\/doi.org\/10.1002\/aisy.202100194","archive":["Portico"],"relation":{},"ISSN":["2640-4567","2640-4567"],"issn-type":[{"value":"2640-4567","type":"print"},{"value":"2640-4567","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,1,19]]},"assertion":[{"value":"2021-10-04","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2022-01-19","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"2100194"}}