{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,24]],"date-time":"2026-06-24T12:58:01Z","timestamp":1782305881506,"version":"3.54.5"},"reference-count":66,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,2,1]],"date-time":"2022-02-01T00:00:00Z","timestamp":1643673600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Mission Sustainability Programme of the University of Rome Tor Vergata","award":["E81I18000540005-SPY"],"award-info":[{"award-number":["E81I18000540005-SPY"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Eng."],"published-print":{"date-parts":[[2022,2]]},"DOI":"10.1109\/tbme.2021.3109384","type":"journal-article","created":{"date-parts":[[2021,9,3]],"date-time":"2021-09-03T20:05:17Z","timestamp":1630699517000},"page":"921-931","source":"Crossref","is-referenced-by-count":35,"title":["Electro-Optical Classification of Pollen Grains via Microfluidics and Machine Learning"],"prefix":"10.1109","volume":"69","author":[{"given":"Michele","family":"DaOrazio","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Riccardo","family":"Reale","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3139-2820","authenticated-orcid":false,"given":"Adele","family":"De Ninno","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maria A.","family":"Brighetti","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3753-0457","authenticated-orcid":false,"given":"Arianna","family":"Mencattini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Luca","family":"Businaro","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6673-2066","authenticated-orcid":false,"given":"Eugenio","family":"Martinelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4937-1788","authenticated-orcid":false,"given":"Paolo","family":"Bisegna","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alessandro","family":"Travaglini","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6663-8603","authenticated-orcid":false,"given":"Federica","family":"Caselli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","first-page":"107","article-title":"2013 Palynology: The bridge between palaeoecology and ecology for the understanding of human-induced global changes in the mediterranean area","volume":"3","author":"Mercuri","year":"2013","journal-title":"Ann. Bot. - Italy"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ufug.2018.04.001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.2196\/16642"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.flora.2018.01.005"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eeh.2015.10.003"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.sjbs.2020.02.019"},{"key":"ref7","article-title":"Amphasys"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s40413-015-0073-0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.21037\/jtd-gard-20-002"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1021\/acsphotonics.8b01109"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/nph.12848"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.5194\/amt-12-3435-2019"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s10453-019-09619-6"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC.2019.8856910"},{"key":"ref15","first-page":"117","article-title":"Pollentrack: Automated reading OM (optical microscope) of pollen and spores","volume-title":"Proc. Abstract Book Mediterranean Palynol. Symp.","author":"Travaglini"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1364\/oe.26.003646"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-017-00623-3"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-50835-1_30"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0201807"},{"key":"ref20","first-page":"3320","article-title":"How transferable are features in deep neural networks","volume-title":"Adv. Neural Inf. Process. Syst.","volume":"4","author":"Yosinski","year":"2014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0165531"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3389\/fpls.2020.615922"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2017.02.047"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2019.127531"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2015.2462292"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2018.07.169"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2019.2942572"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2020.3030017"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/mi8030087"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1039\/d0lc00840k"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.plantsci.2020.110586"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/34.667881"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2017.10.113"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s10404-018-2055-3"},{"key":"ref35","volume-title":"Flora Ditalia","author":"Pignatti","year":"1982"},{"key":"ref36","volume-title":"Flora Ditalia","author":"Pignatti","year":"2017"},{"key":"ref37","article-title":"Angiosperm phylogeny website","author":"Stevens","year":"2001"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1080\/00173130510010576"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1080\/00173138209427673"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1039\/d0lc00616e"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2019.111887"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/bf00994018"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/10984697_12"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/s0262-8856(98)00160-7"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3065386"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-020-64246-3"},{"key":"ref47","volume-title":"Applied Regression Analysis","author":"Draper","year":"2014"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1021\/acssensors.6b00286"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1039\/c9lc00071b"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1021\/acssensors.9b02119"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1098\/rsif.2018.0416"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s002329900311"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1038\/s41378-019-0073-2"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.bios.2019.03.002"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0229751"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1039\/d0lc00244e"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2020.2995364"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s00216-020-02497-9"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1063\/1.5099269"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0911223107"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-020-15294-w"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.snb.2014.03.070"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2009.06.013"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-90433-x"},{"issue":"2","key":"ref65","first-page":"219","article-title":"Interaction between air pollutants and pollen grains: The role on the rising trend in allergy","volume":"6","author":"Sedghy","year":"2018","journal-title":"Rep. Biochem. Mol. Biol."},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.tibtech.2021.03.006"}],"container-title":["IEEE Transactions on Biomedical Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10\/9687302\/09529022.pdf?arnumber=9529022","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,11]],"date-time":"2024-01-11T22:42:48Z","timestamp":1705012968000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9529022\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,2]]},"references-count":66,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tbme.2021.3109384","relation":{},"ISSN":["0018-9294","1558-2531"],"issn-type":[{"value":"0018-9294","type":"print"},{"value":"1558-2531","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,2]]}}}