{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,12,4]],"date-time":"2024-12-04T05:20:58Z","timestamp":1733289658440,"version":"3.30.1"},"reference-count":0,"publisher":"Ideggyogyaszati Szemle Journal","issue":"11-12","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Ideggy\u00f3gy\u00e1szati szemle"],"published-print":{"date-parts":[[2024]]},"abstract":"<jats:p>Background abd purpose \u2013 Recognising\nneurological diseases is challenging without\naccurate diagnostic tools. Therefore, many\napproaches have been taken to recognise\nand evaluate these diseases through speech,\nmovement, or drawing modalities.\nThe purpose of the study is to compare\nthe recognition of Parkinson\u2019s and cerebellar\nsymptoms using spiral and line drawings\nrecorded from the same subjects. We also\ninvestigate the importance of pin pressure\nin classification. Furthermore, an attempt\nis made to use the two types of drawings\ntogether for more accurate classification.\nMethods \u2013 Images were generated from the\nraw data with and without pressure data.\nWe then performed classification with the\nhelp of pre-trained and own deep learning\nfeature extraction models. Mann-Whitney\nU test is used to test the significance of the\nresults with a 0.05 significance level.\nResults \u2013 The results showed that spiral\ndrawings significantly performed better\nthan lines (p-value: 0.001). Furthermore,\ncombining the two types of drawings\nimproves recognition when pressure is\navailable (p-value: 0.017). However, no\nperformance degradation can be expected\nwithout pressure data using one drawing\ntask (p-value: 0.507).\nConclusion \u2013 The spiral is recommended\nas the primary drawing, but combining\nmultiple drawings can contribute to a more\nconfident recognition. By excluding pressure,\nno significant decrease is expected in the\nmodel\u2019s performance.<\/jats:p>","DOI":"10.18071\/isz.77.0407","type":"journal-article","created":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T09:55:26Z","timestamp":1733219726000},"page":"407-415","source":"Crossref","is-referenced-by-count":0,"title":["Assessing parkinsonism &amp; cerebellar dysfunction with spiral &amp; line drawings"],"prefix":"10.18071","volume":"77","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1007-9907","authenticated-orcid":false,"given":"Attila Zolt\u00e1n","family":"Jenei","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Istv\u00e1n","family":"Val\u00e1lik","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"D\u00e1vid","family":"Sztah\u00f3","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"7411","published-online":{"date-parts":[[2024]]},"container-title":["Ideggy\u00f3gy\u00e1szati szemle"],"original-title":[],"link":[{"URL":"https:\/\/elitmed.hu\/en\/publications\/clinical-neuroscience\/assessing-parkinsonism-cerebellar-dysfunction-with-spiral-line-drawings\/pdf-open","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T09:55:29Z","timestamp":1733219729000},"score":1,"resource":{"primary":{"URL":"https:\/\/elitmed.hu\/en\/publications\/clinical-neuroscience\/assessing-parkinsonism-cerebellar-dysfunction-with-spiral-line-drawings"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":0,"journal-issue":{"issue":"11-12","published-online":{"date-parts":[[2024]]},"published-print":{"date-parts":[[2024]]}},"URL":"https:\/\/doi.org\/10.18071\/isz.77.0407","relation":{},"ISSN":["0019-1442","2498-6208"],"issn-type":[{"value":"0019-1442","type":"print"},{"value":"2498-6208","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}