Hiki ke hoʻohana maikaʻi ʻia ka hana MemTrax i loko o kahi kumu hoʻohālikelike hoʻohālikelike hoʻonaʻauao mīkini palapala noi no ka ʻike ʻana i ka hemahema o ka naʻau. Eia kekahi, ma waena o nā mea aʻo ʻekolu, ʻoi aku ka maikaʻi o ka hoʻokō ʻana o MemTrax me ka hoʻohana ʻana i nā hiʻohiʻona ʻehā kiʻekiʻe (0.9119) i hoʻohālikelike ʻia me ka hoʻohana ʻana i nā hiʻohiʻona maʻamau 10 (0.8999). I ka hoʻohālikelike ʻana i nā haumāna ma waena o nā hui pū ʻana o nā helu MoCA a me nā paepae, ʻo Naïve Bayes ka mea maʻamau ka mea aʻo ʻoi loa me ka hana hoʻohālikelike holoʻokoʻa o 0.9093. Ua kūkulu ʻia nā hiʻohiʻona me ka hoʻohana ʻana i ʻelua metric hana MemTrax (pakeneka pololei, manawa pane), me nā hiʻohiʻona ʻewalu maʻamau a me ka mōʻaukala pilikino. Ua kūkulu ʻia nā kumu hoʻohālike wānana me ka hoʻohana ʻana i ka mīkini me ka hōʻoia kea he 10-fold, a ua ana ʻia ka hana hoʻohālike me ka hoʻohana ʻana i ka Area Under the Receiver Operating Characteristic Curve (AUC). hoʻāʻo hoʻomanaʻo ma ka pūnaewele ma ka la hookahi. Ua hāʻawi ʻia kēlā me kēia mea maʻi i ka MoCA ʻōlelo Kina a mālama pono iā ia iho i ka hoʻomaopopo mau ʻana i ka MemTrax online episodic. Ua alakaʻi mākou i kahi noiʻi cross-sectional ma 259 neurology, hale hoʻomanaʻo hoʻomanaʻo, a me nā lāʻau lapaʻau kūloko i loaʻa i nā maʻi makua mai ʻelua. ʻO kā mākou pahuhopu noiʻi mua ʻo ia ka hoʻoholo inā hiki ke hoʻohana pono ʻia nā metric hana MemTrax i koho ʻia a me nā demographics pili a me nā hiʻohiʻona olakino olakino i nā hiʻohiʻona wānana i hoʻomohala ʻia me ka aʻo mīkini e hoʻokaʻawale i ke olakino cognitive (maʻamau versus MCI), e like me ka mea i hōʻike ʻia e ka Ka ʻIlikia Kognitive Montreal (MoCA). ʻO ka laha nui a me ka laha ʻana o Alzheimer ka maʻi a me ka ha'aha'a ha'aha'a no'ono'o impairment (MCI) ua ho'oikaika 'ia ke kahea wikiwiki no ka noi'i e hō'oia i ka 'ike mua 'ana i ka nānā 'ana a me ka loiloi. Nupepa: Journal of ʻO ka maʻi o Alzheimer, vol. | Zhao, Feng | Du, Bo | Chen, Xinjie | Wang, Xuan | Zhong, Lianmei | Liu, Xiaolei| Ashford, J. | Landset, Sara | Zhou, Xianbo | Ding, Tao | Khoshgoftaar, Taghi M.
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