{"id":18117,"date":"2022-01-20T15:32:55","date_gmt":"2022-01-20T15:32:55","guid":{"rendered":"https:\/\/www.lifescienceart.com\/?p=18117"},"modified":"2022-01-20T15:32:55","modified_gmt":"2022-01-20T15:32:55","slug":"early-detection-parkinsons-disease-keystroke-analysis","status":"publish","type":"post","link":"https:\/\/www.lifescienceart.com\/vi\/science\/medical-research\/early-detection-parkinsons-disease-keystroke-analysis\/","title":{"rendered":"S\u1eed d\u1ee5ng th\u1eddi gian g\u00f5 ph\u00edm \u0111\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm b\u1ec7nh Parkinson: M\u1ed9t s\u00e1ng ki\u1ebfn \u0111\u1ea7y tri\u1ec3n v\u1ecdng"},"content":{"rendered":"

Ph\u00e1t hi\u1ec7n s\u1edbm b\u1ec7nh Parkinson: S\u1eed d\u1ee5ng nh\u1ea5n ph\u00edm \u0111\u1ec3 ph\u00e1t hi\u1ec7n b\u1ec7nh Parkinson: M\u1ed9t c\u1ea3i ti\u1ebfn \u0111\u1ea7y h\u1ee9a h\u1eb9n<\/h2>\n\n

Ch\u1ea9n \u0111o\u00e1n s\u1edbm b\u1ec7nh Parkinson<\/h2>\n\n

B\u1ec7nh Parkinson l\u00e0 m\u1ed9t ch\u1ee9ng r\u1ed1i lo\u1ea1n th\u1ea7n kinh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn kh\u1ea3 n\u0103ng v\u1eadn \u0111\u1ed9ng, th\u0103ng b\u1eb1ng v\u00e0 ph\u1ed1i h\u1ee3p. B\u1ec7nh th\u01b0\u1eddng ti\u1ebfn tri\u1ec3n d\u1ea7n theo th\u1eddi gian v\u00e0 ch\u1ea9n \u0111o\u00e1n s\u1edbm r\u1ea5t quan tr\u1ecdng \u0111\u1ed1i v\u1edbi vi\u1ec7c \u0111i\u1ec1u tr\u1ecb hi\u1ec7u qu\u1ea3. C\u00e1c ph\u01b0\u01a1ng ph\u00e1p ch\u1ea9n \u0111o\u00e1n truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng d\u1ef1a v\u00e0o vi\u1ec7c nh\u1eadn di\u1ec7n nh\u1eefng tri\u1ec7u ch\u1ee9ng v\u1ec1 th\u1ec3 ch\u1ea5t, nh\u1eefng tri\u1ec7u ch\u1ee9ng n\u00e0y c\u00f3 th\u1ec3 kh\u00f4ng xu\u1ea5t hi\u1ec7n cho \u0111\u1ebfn khi b\u1ec7nh \u0111\u00e3 ti\u1ebfn tri\u1ec3n.<\/p>\n\n

Ph\u00e2n t\u00edch nh\u1ea5n ph\u00edm: M\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi<\/h2>\n\n

C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u t\u1ea1i Li\u00ean minh Madrid-MIT M+Vision \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch ti\u1ebfp c\u1eadn m\u1edbi \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u s\u1edbm c\u1ee7a b\u1ec7nh Parkinson b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng th\u1eddi gian nh\u1ea5n ph\u00edm. B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch th\u1eddi gian m\u00e0 m\u1ecdi ng\u01b0\u1eddi c\u1ea7n \u0111\u1ec3 nh\u1ea5n v\u00e0 nh\u1ea3 ph\u00edm, h\u1ecd \u0111\u00e3 ph\u00e1t hi\u1ec7n ra r\u1eb1ng nh\u1eefng ng\u01b0\u1eddi m\u1eafc b\u1ec7nh Parkinson c\u00f3 s\u1ef1 kh\u00e1c bi\u1ec7t nhi\u1ec1u h\u01a1n v\u1ec1 th\u1eddi gian nh\u1ea5n ph\u00edm so v\u1edbi nh\u1eefng ng\u01b0\u1eddi kh\u1ecfe m\u1ea1nh.<\/p>\n\n

H\u1ecdc m\u00e1y v\u00e0 Nh\u1eadn d\u1ea1ng m\u1eabu<\/h2>\n\n

C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch c\u00e1c m\u1eabu nh\u1ea5n ph\u00edm v\u00e0 x\u00e1c \u0111\u1ecbnh nh\u1eefng \u0111i\u1ec3m kh\u00e1c bi\u1ec7t nh\u1ecf c\u00f3 th\u1ec3 li\u00ean quan \u0111\u1ebfn b\u1ec7nh Parkinson. B\u1eb1ng c\u00e1ch \u0111\u00e0o t\u1ea1o c\u00e1c thu\u1eadt to\u00e1n tr\u00ean d\u1eef li\u1ec7u t\u1eeb c\u1ea3 nh\u1eefng ng\u01b0\u1eddi kh\u1ecfe m\u1ea1nh v\u00e0 nh\u1eefng ng\u01b0\u1eddi m\u1eafc b\u1ec7nh Parkinson, h\u1ecd c\u00f3 th\u1ec3 ph\u00e1t tri\u1ec3n c\u00e1c m\u00f4 h\u00ecnh c\u00f3 th\u1ec3 ph\u00e2n bi\u1ec7t gi\u1eefa hai nh\u00f3m v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao.<\/p>\n\n

Ti\u1ec1m n\u0103ng ph\u00e1t hi\u1ec7n s\u1edbm<\/h2>\n\n

K\u1ef9 thu\u1eadt ph\u00e2n t\u00edch nh\u1ea5n ph\u00edm n\u00e0y c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u s\u1edbm c\u1ee7a b\u1ec7nh Parkinson, ngay c\u1ea3 tr\u01b0\u1edbc khi c\u00e1c tri\u1ec7u ch\u1ee9ng v\u1ec1 th\u1ec3 ch\u1ea5t th\u00f4ng th\u01b0\u1eddng xu\u1ea5t hi\u1ec7n. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c can thi\u1ec7p v\u00e0 \u0111i\u1ec1u tr\u1ecb s\u1edbm h\u01a1n, c\u00f3 th\u1ec3 l\u00e0m ch\u1eadm s\u1ef1 ti\u1ebfn tri\u1ec3n c\u1ee7a b\u1ec7nh ho\u1eb7c th\u1eadm ch\u00ed ng\u0103n ch\u1eb7n ho\u00e0n to\u00e0n b\u1ec7nh.<\/p>\n\n

M\u1ec7t m\u1ecfi v\u00e0 c\u00e1c t\u00ecnh tr\u1ea1ng th\u1ea7n kinh kh\u00e1c<\/h2>\n\n

Ngo\u00e0i b\u1ec7nh Parkinson, ph\u00e2n t\u00edch nh\u1ea5n ph\u00edm c\u0169ng cho th\u1ea5y tri\u1ec3n v\u1ecdng trong vi\u1ec7c ph\u00e1t hi\u1ec7n t\u00ecnh tr\u1ea1ng m\u1ec7t m\u1ecfi v\u00e0 c\u00e1c t\u00ecnh tr\u1ea1ng th\u1ea7n kinh kh\u00e1c. B\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch th\u1eddi gian nh\u1ea5n ph\u00edm, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c m\u1eabu li\u00ean quan \u0111\u1ebfn c\u00e1c t\u00ecnh tr\u1ea1ng kh\u00e1c nhau, cung c\u1ea5p m\u1ed9t c\u00e1ch kh\u00e1ch quan v\u00e0 kh\u00f4ng x\u00e2m l\u1ea5n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 s\u1ee9c kh\u1ecfe th\u1ea7n kinh.<\/p>\n\n

Thu th\u1eadp d\u1eef li\u1ec7u c\u1ed9ng \u0111\u1ed3ng<\/h2>\n\n

\u0110\u1ec3 c\u1ea3i thi\u1ec7n h\u01a1n n\u1eefa ph\u01b0\u01a1ng ph\u00e1p c\u1ee7a m\u00ecnh, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t \u1ee9ng d\u1ee5ng c\u1ed9ng \u0111\u1ed3ng c\u00f3 t\u00ean NeuroQWERTY. \u1ee8ng d\u1ee5ng n\u00e0y cho ph\u00e9p nh\u1eefng ng\u01b0\u1eddi kh\u1ecfe m\u1ea1nh v\u00e0 nh\u1eefng ng\u01b0\u1eddi m\u1eafc b\u1ec7nh Parkinson \u0111\u00f3ng g\u00f3p d\u1eef li\u1ec7u \u0111\u00e1nh m\u00e1y c\u1ee7a h\u1ecd m\u1ed9t c\u00e1ch \u1ea9n danh. D\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c s\u1ebd gi\u00fap c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u thi\u1ebft l\u1eadp c\u01a1 s\u1edf d\u1eef li\u1ec7u l\u1edbn h\u01a1n v\u1ec1 c\u00e1c m\u1eabu \u0111\u00e1nh m\u00e1y v\u00e0 c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh ch\u1ea9n \u0111o\u00e1n c\u1ee7a h\u1ecd.<\/p>\n\n

C\u00e1c h\u01b0\u1edbng ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai<\/h2>\n\n

C\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u1eb7t m\u1ee5c ti\u00eau m\u1edf r\u1ed9ng nghi\u00ean c\u1ee9u c\u1ee7a m\u00ecnh \u0111\u1ec3 bao g\u1ed3m nhi\u1ec1u \u0111\u1ed1i t\u01b0\u1ee3ng tham gia h\u01a1n v\u00e0 kh\u00e1m ph\u00e1 vi\u1ec7c s\u1eed d\u1ee5ng ph\u00e2n t\u00edch nh\u1ea5n ph\u00edm \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c t\u00ecnh tr\u1ea1ng th\u1ea7n kinh kh\u00e1c, ch\u1eb3ng nh\u01b0 vi\u00eam kh\u1edbp d\u1ea1ng th\u1ea5p v\u00e0 ng\u1ed9 \u0111\u1ed9c. H\u1ecd c\u0169ng \u0111ang h\u1ee3p t\u00e1c v\u1edbi c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 \u0111\u1ec3 t\u00edch h\u1ee3p c\u00f4ng ngh\u1ec7 c\u1ee7a m\u00ecnh v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng l\u1edbn h\u01a1n, gi\u00fap m\u1ecdi ng\u01b0\u1eddi d\u1ec5 d\u00e0ng tham gia h\u01a1n v\u00e0o vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u.<\/p>\n\n

T\u00e1c \u0111\u1ed9ng ti\u1ec1m t\u00e0ng<\/h2>\n\n

N\u1ebfu th\u00e0nh c\u00f4ng, k\u1ef9 thu\u1eadt ph\u00e2n t\u00edch nh\u1ea5n ph\u00edm n\u00e0y c\u00f3 th\u1ec3 c\u00e1ch m\u1ea1ng h\u00f3a vi\u1ec7c ph\u00e1t hi\u1ec7n s\u1edbm b\u1ec7nh Parkinson v\u00e0 c\u00e1c t\u00ecnh tr\u1ea1ng th\u1ea7n kinh kh\u00e1c. B\u1eb1ng c\u00e1ch cung c\u1ea5p m\u1ed9t c\u00e1ch kh\u00e1ch quan v\u00e0 kh\u00f4ng x\u00e2m l\u1ea5n \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 s\u1ee9c kh\u1ecfe th\u1ea7n kinh, k\u1ef9 thu\u1eadt n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c can thi\u1ec7p s\u1edbm h\u01a1n v\u00e0 c\u1ea3i thi\u1ec7n k\u1ebft qu\u1ea3 \u0111i\u1ec1u tr\u1ecb cho b\u1ec7nh nh\u00e2n.<\/p>","protected":false},"excerpt":{"rendered":"

Ph\u00e1t hi\u1ec7n s\u1edbm b\u1ec7nh Parkinson: S\u1eed d\u1ee5ng nh\u1ea5n ph\u00edm \u0111\u1ec3 ph\u00e1t hi\u1ec7n b\u1ec7nh Parkinson: M\u1ed9t c\u1ea3i ti\u1ebfn \u0111\u1ea7y h\u1ee9a h\u1eb9n Ch\u1ea9n \u0111o\u00e1n s\u1edbm b\u1ec7nh Parkinson B\u1ec7nh Parkinson l\u00e0 m\u1ed9t ch\u1ee9ng…<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1862],"tags":[17463,23250,2602,1541,23694,19803],"class_list":["post-18117","post","type-post","status-publish","format-standard","hentry","category-medical-research","tag-parkinsons-disease","tag-data-collection","tag-early-detection","tag-machine-learning","tag-keystroke-analysis","tag-neurological-disorders"],"_links":{"self":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/18117","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/comments?post=18117"}],"version-history":[{"count":1,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/18117\/revisions"}],"predecessor-version":[{"id":18118,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/posts\/18117\/revisions\/18118"}],"wp:attachment":[{"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/media?parent=18117"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/categories?post=18117"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lifescienceart.com\/vi\/wp-json\/wp\/v2\/tags?post=18117"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}