{"id":15949,"date":"2025-10-08T02:48:30","date_gmt":"2025-10-08T02:48:30","guid":{"rendered":"https:\/\/nafosted.gov.vn\/?p=15949"},"modified":"2025-10-08T02:48:30","modified_gmt":"2025-10-08T02:48:30","slug":"dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy","status":"publish","type":"post","link":"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/","title":{"rendered":"\u0110\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh: C\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam v\u00e0 \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ed9t qu\u1ef5"},"content":{"rendered":"<p><b>\u0110\u1ec1 t\u00e0i c\u1ea5p nh\u00e0 n\u01b0\u1edbc do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng (Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7, \u0110HQGHN) ch\u1ee7 tr\u00ec \u0111\u00e3 t\u1ea1o ra b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh, m\u1edf ra tri\u1ec3n v\u1ecdng m\u1edbi cho vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng \u0111i\u1ec7n n\u00e3o qua c\u01a1 ch\u1ebf t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng v\u00e0 h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 nh\u1eb9.<\/b><\/p>\n<h6><b>C\u01a1 s\u1edf d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec1 t\u00e0i m\u00e3 s\u1ed1 KC-4.0-07\/19-25 \u0111\u00e3 ho\u00e0n th\u00e0nh vi\u1ec7c x\u00e2y d\u1ef1ng b\u1ed9 c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ed3m <\/span><b>12.840 b\u1ea3n ghi t\u00edn hi\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o video<\/b><span style=\"font-weight: 400;\"> theo c\u00e1c l\u1ee9a tu\u1ed5i ph\u00e2n b\u1ed1 trong d\u00e2n c\u01b0, d\u1ef1a theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf. \u0110\u00e2y l\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam \u0111\u01b0\u1ee3c thu th\u1eadp tr\u00ean ng\u01b0\u1eddi Vi\u1ec7t Nam, c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i c\u00e1c \u0111\u1eb7c t\u00ednh kh\u00e1c bi\u1ec7t v\u1ec1 t\u00edn hi\u1ec7u \u0111i\u1ec7n n\u00e3o so v\u1edbi c\u00e1c d\u00e2n t\u1ed9c kh\u00e1c.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">B\u1ed9 d\u1eef li\u1ec7u n\u00e0y v\u01b0\u1ee3t xa m\u1ee5c ti\u00eau ban \u0111\u1ea7u \u0111\u1ec1 ra (10.000 b\u1ea3n ghi), t\u1ea1o n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh (BCI &#8211; Brain-Computer Interface) trong t\u01b0\u01a1ng lai.<\/span><\/p>\n<p><a href=\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/anh-31\/\" rel=\"attachment wp-att-15950\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone size-full wp-image-15950\" src=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-31.jpg\" alt=\"\" width=\"571\" height=\"324\" srcset=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-31.jpg 571w, https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-31-556x315.jpg 556w\" sizes=\"(max-width: 571px) 100vw, 571px\" \/><\/a><\/p>\n<p><i><span style=\"font-weight: 400;\">C\u00e1c t\u00ecnh nguy\u1ec7n vi\u00ean \u0111ang th\u1ef1c hi\u1ec7n b\u00e0i \u0111o.<\/span><\/i><\/p>\n<h6><b>C\u00f4ng ngh\u1ec7 \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng n\u00e3o<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">Nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng <\/span><b>b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o<\/b><span style=\"font-weight: 400;\"> cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb ngo\u1ea1i vi th\u00f4ng qua t\u00edn hi\u1ec7u n\u00e3o b\u1ed9, bao g\u1ed3m:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Chuy\u1ec3n \u0111\u1ed5i k\u00fd t\u1ef1 b\u00e0n ph\u00edm<\/b><span style=\"font-weight: 400;\">: H\u1ed7 tr\u1ee3 26 k\u00fd t\u1ef1 ti\u1ebfng Anh v\u00e0 b\u1ea3ng ch\u1eef c\u00e1i ti\u1ebfng Vi\u1ec7t<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u0110i\u1ec1u khi\u1ec3n chu\u1ed9t m\u00e1y t\u00ednh<\/b><span style=\"font-weight: 400;\">: C\u00e1c thao t\u00e1c l\u00ean, xu\u1ed1ng, tr\u00e1i, ph\u1ea3i v\u00e0 nh\u1ea5p chu\u1ed9t<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng, m\u1edf ra kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u1eadn \u0111\u1ed9ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00e1y t\u00ednh v\u00e0 m\u00f4i tr\u01b0\u1eddng xung quanh ch\u1ec9 b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng.<\/span><\/p>\n<h6><b>H\u1ec7 th\u1ed1ng ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">M\u1ed9t trong nh\u1eefng th\u00e0nh t\u1ef1u n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a \u0111\u1ec1 t\u00e0i l\u00e0 vi\u1ec7c ph\u00e1t tri\u1ec3n <\/span><b>h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng<\/b><span style=\"font-weight: 400;\"> cho ng\u01b0\u1eddi tr\u01b0\u1edfng th\u00e0nh b\u1ecb \u0111\u1ed9t qu\u1ef5 n\u00e3o, bao g\u1ed3m ph\u1ea7n m\u1ec1m x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng v\u00e0 thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i t\u01b0\u01a1ng \u1ee9ng.<\/span><\/p>\n<h6><b>H\u1ec7 th\u1ed1ng vSpeller: \u0110\u00e1nh v\u1ea7n ti\u1ebfng Vi\u1ec7t b\u1eb1ng s\u00f3ng n\u00e3o<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">L\u1ea7n \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 t\u1ea1o ra h\u1ec7 th\u1ed1ng \u0111\u00e1nh v\u1ea7n ho\u00e0n ch\u1ec9nh ch\u1ec9 d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 BCI, cho ph\u00e9p ng\u01b0\u1eddi s\u1eed d\u1ee5ng \u0111\u00e1nh v\u1ea7n c\u00e1c k\u00fd t\u1ef1 ti\u1ebfng Vi\u1ec7t (c\u0169ng nh\u01b0 ti\u1ebfng Anh).<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Giao di\u1ec7n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean nguy\u00ean t\u1eafc c\u1ee7a h\u1ec7 th\u1ed1ng Berlin BCI nh\u01b0ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 ti\u1ebfng Vi\u1ec7t, c\u00f3 t\u00ednh \u0111\u1ebfn t\u1ea7n s\u1ed1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c k\u00fd t\u1ef1. H\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u1ec3 g\u1ee3i \u00fd v\u00e0 t\u0103ng t\u1ed1c kh\u1ea3 n\u0103ng \u0111\u00e1nh v\u1ea7n.<\/span><\/p>\n<p><a href=\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/anh-32\/\" rel=\"attachment wp-att-15951\"><img decoding=\"async\" class=\"alignnone size-full wp-image-15951\" src=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg\" alt=\"\" width=\"559\" height=\"308\" srcset=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg 559w, https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-556x306.jpg 556w\" sizes=\"(max-width: 559px) 100vw, 559px\" \/><\/a><\/p>\n<p><i><span style=\"font-weight: 400;\">H\u1ec7 BCI vSpeller ph\u1ee5c v\u1ee5 cho vi\u1ec7c g\u00f5 v\u0103n b\u1ea3n.<\/span><\/i><\/p>\n<h6><b>H\u1ec7 th\u1ed1ng mBCI Controller: \u0110i\u1ec1u khi\u1ec3n \u0111a chi\u1ec1u b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">H\u1ec7 th\u1ed1ng mBCI Controller \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u00e2n lo\u1ea1i<\/b><span style=\"font-weight: 400;\">: C\u1ea5u h\u00ecnh ph\u00e2n \u0111o\u1ea1n th\u1eddi gian 2 gi\u00e2y c\u00f3 ch\u1ed3ng l\u1ea5n 1 gi\u00e2y gi\u00fap t\u0103ng 2-6,5% \u0111\u1ed9 ch\u00ednh x\u00e1c trong nh\u1eadn d\u1ea1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng \u0111a l\u1edbp<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ph\u00e2n lo\u1ea1i b\u1ed1n l\u1edbp chuy\u1ec3n \u0111\u1ed9ng<\/b><span style=\"font-weight: 400;\">: Ph\u00e2n bi\u1ec7t ch\u00ednh x\u00e1c c\u00e1c t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1ec1 chuy\u1ec3n \u0111\u1ed9ng tay tr\u00e1i, tay ph\u1ea3i, ch\u00e2n v\u00e0 l\u01b0\u1ee1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t top 3 cu\u1ed9c thi BCI qu\u1ed1c t\u1ebf n\u0103m 2008<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Ph\u1ea3n h\u1ed3i th\u1ea7n kinh theo th\u1eddi gian th\u1ef1c<\/b><span style=\"font-weight: 400;\">: C\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean ERD\/ERS gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t r\u00f5 r\u1ec7t sau m\u1ed9t phi\u00ean luy\u1ec7n t\u1eadp<\/span><\/li>\n<\/ul>\n<p><a href=\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/anh-33\/\" rel=\"attachment wp-att-15952\"><img decoding=\"async\" class=\"alignnone size-full wp-image-15952\" src=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-33.jpg\" alt=\"\" width=\"557\" height=\"437\" srcset=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-33.jpg 557w, https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-33-484x380.jpg 484w\" sizes=\"(max-width: 557px) 100vw, 557px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Trong th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00f4 h\u00ecnh c\u00e1 nh\u00e2n \u0111\u1ea1t tr\u00ean 90% \u1edf m\u1ed9t s\u1ed1 \u0111\u1ed1i t\u01b0\u1ee3ng trong giai \u0111o\u1ea1n offline. Giai \u0111o\u1ea1n online, \u0111\u1ed9 ch\u00ednh x\u00e1c trung b\u00ecnh \u0111\u1ea1t 63,32% khi th\u1eed nghi\u1ec7m tr\u00ean 5 ng\u01b0\u1eddi, v\u1edbi c\u00e1c b\u00e0i \u0111o 2 l\u1edbp \u0111\u1ea1t tr\u00ean 80% \u1edf nhi\u1ec1u ng\u01b0\u1eddi th\u1eed nghi\u1ec7m.<\/span><\/p>\n<h6><b>H\u1ec7 th\u1ed1ng VR-BCI: K\u1ebft h\u1ee3p th\u1ef1c t\u1ea1i \u1ea3o v\u00e0 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec1 t\u00e0i \u0111\u00e3 t\u00edch h\u1ee3p ho\u00e0n ch\u1ec9nh c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ea1i \u1ea3o (VR) v\u00e0 c\u00f4ng ngh\u1ec7 BCI, thi\u1ebft k\u1ebf c\u00e1c b\u00e0i t\u1eadp ph\u00f9 h\u1ee3p \u0111\u1ec3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng theo th\u1eddi gian th\u1ef1c. H\u1ec7 th\u1ed1ng VR-BCI \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i b\u1ec7nh vi\u1ec7n tr\u00ean <\/span><b>30 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5<\/b><span style=\"font-weight: 400;\">, cho th\u1ea5y t\u00ednh kh\u1ea3 thi cao trong vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n l\u00e2m s\u00e0ng.<\/span><\/p>\n<p><a href=\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/anh-34\/\" rel=\"attachment wp-att-15953\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-15953\" src=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-34.jpg\" alt=\"\" width=\"586\" height=\"314\" srcset=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-34.jpg 586w, https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-34-556x298.jpg 556w\" sizes=\"(max-width: 586px) 100vw, 586px\" \/><\/a><\/p>\n<h6><b>\u00dd ngh\u0129a khoa h\u1ecdc v\u00e0 th\u1ef1c ti\u1ec5n<\/b><\/h6>\n<p><span style=\"font-weight: 400;\">\u0110\u1ec1 t\u00e0i kh\u00f4ng ch\u1ec9 t\u1ea1o ra c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean v\u1ec1 s\u00f3ng \u0111i\u1ec7n n\u00e3o m\u00e0 c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng t\u1ea1i b\u1ec7nh vi\u1ec7n. C\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i nhi\u1ec1u h\u1ed9i ngh\u1ecb v\u00e0 t\u1ea1p ch\u00ed khoa h\u1ecdc uy t\u00edn, kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a Vi\u1ec7t Nam trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh ti\u00ean ti\u1ebfn.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">V\u1edbi nh\u1eefng th\u00e0nh t\u1ef1u n\u00e0y, \u0111\u1ec1 t\u00e0i \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng nghi\u00ean c\u1ee9u m\u1edbi, t\u1ea1o n\u1ec1n t\u1ea3ng cho c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 BCI ph\u1ee5c v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u00e0 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 t\u00e1i h\u00f2a nh\u1eadp cu\u1ed9c s\u1ed1ng.<\/span><\/p>\n<p><i><span style=\"font-weight: 400;\">\u0110\u1ec1 t\u00e0i KC-4.0-07\/19-25 do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng ch\u1ee7 tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ec1 t\u00e0i tr\u1ecdng \u0111i\u1ec3m c\u1ea5p nh\u00e0 n\u01b0\u1edbc v\u1ec1 c\u00f4ng ngh\u1ec7 y sinh.<\/span><\/i><\/p>\n<p style=\"text-align: right;\"><em>Ngu\u1ed3n: Ph\u00f2ng Qu\u1ea3n l\u00fd Ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ec1 t\u00e0i c\u1ea5p nh\u00e0 n\u01b0\u1edbc do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng (Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7, \u0110HQGHN) ch\u1ee7 tr\u00ec \u0111\u00e3 t\u1ea1o ra b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh, m\u1edf ra tri\u1ec3n v\u1ecdng m\u1edbi cho vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng \u0111i\u1ec7n n\u00e3o qua c\u01a1 ch\u1ebf t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng v\u00e0 h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 nh\u1eb9. C\u01a1 s\u1edf d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam \u0110\u1ec1 t\u00e0i m\u00e3 s\u1ed1 KC-4.0-07\/19-25 \u0111\u00e3 ho\u00e0n th\u00e0nh vi\u1ec7c x\u00e2y d\u1ef1ng b\u1ed9 c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ed3m 12.840 b\u1ea3n ghi t\u00edn hi\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o video theo c\u00e1c l\u1ee9a tu\u1ed5i ph\u00e2n b\u1ed1 trong d\u00e2n c\u01b0, d\u1ef1a theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf. \u0110\u00e2y l\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam \u0111\u01b0\u1ee3c thu th\u1eadp tr\u00ean ng\u01b0\u1eddi Vi\u1ec7t Nam, c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i c\u00e1c \u0111\u1eb7c t\u00ednh kh\u00e1c bi\u1ec7t v\u1ec1 t\u00edn hi\u1ec7u \u0111i\u1ec7n n\u00e3o so v\u1edbi c\u00e1c d\u00e2n t\u1ed9c kh\u00e1c. B\u1ed9 d\u1eef li\u1ec7u n\u00e0y v\u01b0\u1ee3t xa m\u1ee5c ti\u00eau ban \u0111\u1ea7u \u0111\u1ec1 ra (10.000 b\u1ea3n ghi), t\u1ea1o n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh (BCI &#8211; Brain-Computer Interface) trong t\u01b0\u01a1ng lai. C\u00e1c t\u00ecnh nguy\u1ec7n vi\u00ean \u0111ang th\u1ef1c hi\u1ec7n b\u00e0i \u0111o. C\u00f4ng ngh\u1ec7 \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng n\u00e3o Nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb ngo\u1ea1i vi th\u00f4ng qua t\u00edn hi\u1ec7u n\u00e3o b\u1ed9, bao g\u1ed3m: Chuy\u1ec3n \u0111\u1ed5i k\u00fd t\u1ef1 b\u00e0n ph\u00edm: H\u1ed7 tr\u1ee3 26 k\u00fd t\u1ef1 ti\u1ebfng Anh v\u00e0 b\u1ea3ng ch\u1eef c\u00e1i ti\u1ebfng Vi\u1ec7t \u0110i\u1ec1u khi\u1ec3n chu\u1ed9t m\u00e1y t\u00ednh: C\u00e1c thao t\u00e1c l\u00ean, xu\u1ed1ng, tr\u00e1i, ph\u1ea3i v\u00e0 nh\u1ea5p chu\u1ed9t \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng, m\u1edf ra kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u1eadn \u0111\u1ed9ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00e1y t\u00ednh v\u00e0 m\u00f4i tr\u01b0\u1eddng xung quanh ch\u1ec9 b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng. H\u1ec7 th\u1ed1ng ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 M\u1ed9t trong nh\u1eefng th\u00e0nh t\u1ef1u n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a \u0111\u1ec1 t\u00e0i l\u00e0 vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho ng\u01b0\u1eddi tr\u01b0\u1edfng th\u00e0nh b\u1ecb \u0111\u1ed9t qu\u1ef5 n\u00e3o, bao g\u1ed3m ph\u1ea7n m\u1ec1m x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng v\u00e0 thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i t\u01b0\u01a1ng \u1ee9ng. H\u1ec7 th\u1ed1ng vSpeller: \u0110\u00e1nh v\u1ea7n ti\u1ebfng Vi\u1ec7t b\u1eb1ng s\u00f3ng n\u00e3o L\u1ea7n \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 t\u1ea1o ra h\u1ec7 th\u1ed1ng \u0111\u00e1nh v\u1ea7n ho\u00e0n ch\u1ec9nh ch\u1ec9 d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 BCI, cho ph\u00e9p ng\u01b0\u1eddi s\u1eed d\u1ee5ng \u0111\u00e1nh v\u1ea7n c\u00e1c k\u00fd t\u1ef1 ti\u1ebfng Vi\u1ec7t (c\u0169ng nh\u01b0 ti\u1ebfng Anh). Giao di\u1ec7n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean nguy\u00ean t\u1eafc c\u1ee7a h\u1ec7 th\u1ed1ng Berlin BCI nh\u01b0ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 ti\u1ebfng Vi\u1ec7t, c\u00f3 t\u00ednh \u0111\u1ebfn t\u1ea7n s\u1ed1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c k\u00fd t\u1ef1. H\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u1ec3 g\u1ee3i \u00fd v\u00e0 t\u0103ng t\u1ed1c kh\u1ea3 n\u0103ng \u0111\u00e1nh v\u1ea7n. H\u1ec7 BCI vSpeller ph\u1ee5c v\u1ee5 cho vi\u1ec7c g\u00f5 v\u0103n b\u1ea3n. H\u1ec7 th\u1ed1ng mBCI Controller: \u0110i\u1ec1u khi\u1ec3n \u0111a chi\u1ec1u b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng H\u1ec7 th\u1ed1ng mBCI Controller \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng: C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u00e2n lo\u1ea1i: C\u1ea5u h\u00ecnh ph\u00e2n \u0111o\u1ea1n th\u1eddi gian 2 gi\u00e2y c\u00f3 ch\u1ed3ng l\u1ea5n 1 gi\u00e2y gi\u00fap t\u0103ng 2-6,5% \u0111\u1ed9 ch\u00ednh x\u00e1c trong nh\u1eadn d\u1ea1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng \u0111a l\u1edbp Ph\u00e2n lo\u1ea1i b\u1ed1n l\u1edbp chuy\u1ec3n \u0111\u1ed9ng: Ph\u00e2n bi\u1ec7t ch\u00ednh x\u00e1c c\u00e1c t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1ec1 chuy\u1ec3n \u0111\u1ed9ng tay tr\u00e1i, tay ph\u1ea3i, ch\u00e2n v\u00e0 l\u01b0\u1ee1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t top 3 cu\u1ed9c thi BCI qu\u1ed1c t\u1ebf n\u0103m 2008 Ph\u1ea3n h\u1ed3i th\u1ea7n kinh theo th\u1eddi gian th\u1ef1c: C\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean ERD\/ERS gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t r\u00f5 r\u1ec7t sau m\u1ed9t phi\u00ean luy\u1ec7n t\u1eadp Trong th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00f4 h\u00ecnh c\u00e1 nh\u00e2n \u0111\u1ea1t tr\u00ean 90% \u1edf m\u1ed9t s\u1ed1 \u0111\u1ed1i t\u01b0\u1ee3ng trong giai \u0111o\u1ea1n offline. Giai \u0111o\u1ea1n online, \u0111\u1ed9 ch\u00ednh x\u00e1c trung b\u00ecnh \u0111\u1ea1t 63,32% khi th\u1eed nghi\u1ec7m tr\u00ean 5 ng\u01b0\u1eddi, v\u1edbi c\u00e1c b\u00e0i \u0111o 2 l\u1edbp \u0111\u1ea1t tr\u00ean 80% \u1edf nhi\u1ec1u ng\u01b0\u1eddi th\u1eed nghi\u1ec7m. H\u1ec7 th\u1ed1ng VR-BCI: K\u1ebft h\u1ee3p th\u1ef1c t\u1ea1i \u1ea3o v\u00e0 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh \u0110\u1ec1 t\u00e0i \u0111\u00e3 t\u00edch h\u1ee3p ho\u00e0n ch\u1ec9nh c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ea1i \u1ea3o (VR) v\u00e0 c\u00f4ng ngh\u1ec7 BCI, thi\u1ebft k\u1ebf c\u00e1c b\u00e0i t\u1eadp ph\u00f9 h\u1ee3p \u0111\u1ec3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng theo th\u1eddi gian th\u1ef1c. H\u1ec7 th\u1ed1ng VR-BCI \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i b\u1ec7nh vi\u1ec7n tr\u00ean 30 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5, cho th\u1ea5y t\u00ednh kh\u1ea3 thi cao trong vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n l\u00e2m s\u00e0ng. \u00dd ngh\u0129a khoa h\u1ecdc v\u00e0 th\u1ef1c ti\u1ec5n \u0110\u1ec1 t\u00e0i kh\u00f4ng ch\u1ec9 t\u1ea1o ra c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean v\u1ec1 s\u00f3ng \u0111i\u1ec7n n\u00e3o m\u00e0 c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng t\u1ea1i b\u1ec7nh vi\u1ec7n. C\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i nhi\u1ec1u h\u1ed9i ngh\u1ecb v\u00e0 t\u1ea1p ch\u00ed khoa h\u1ecdc uy t\u00edn, kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a Vi\u1ec7t Nam trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh ti\u00ean ti\u1ebfn. V\u1edbi nh\u1eefng th\u00e0nh t\u1ef1u n\u00e0y, \u0111\u1ec1 t\u00e0i \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng nghi\u00ean c\u1ee9u m\u1edbi, t\u1ea1o n\u1ec1n t\u1ea3ng cho c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 BCI ph\u1ee5c v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u00e0 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 t\u00e1i h\u00f2a nh\u1eadp cu\u1ed9c s\u1ed1ng. \u0110\u1ec1 t\u00e0i KC-4.0-07\/19-25 do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng ch\u1ee7 tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ec1 t\u00e0i tr\u1ecdng \u0111i\u1ec3m c\u1ea5p nh\u00e0 n\u01b0\u1edbc v\u1ec1 c\u00f4ng ngh\u1ec7 y sinh. Ngu\u1ed3n: Ph\u00f2ng Qu\u1ea3n l\u00fd Ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7<\/p>\n","protected":false},"author":1,"featured_media":15951,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[51],"tags":[],"class_list":["post-15949","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thong-tin-ket-qua-thuc-hien-nhiem-vu"],"magazineBlocksPostFeaturedMedia":{"thumbnail":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-278x190.jpg","medium":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-556x306.jpg","medium_large":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","large":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","1536x1536":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","2048x2048":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","cvmm-medium":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-300x300.jpg","cvmm-medium-plus":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-305x207.jpg","cvmm-portrait":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-400x308.jpg","cvmm-medium-square":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","cvmm-large":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","cvmm-small":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-130x95.jpg","400x250-crop":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-400x250.jpg","htmagazine_grid":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-559x218.jpg"},"magazineBlocksPostAuthor":{"name":"admin","avatar":"https:\/\/secure.gravatar.com\/avatar\/01be2b7eaa21fe4e25b709d19349c0fb?s=96&d=mm&r=g"},"magazineBlocksPostCommentsNumber":"0","magazineBlocksPostExcerpt":"\u0110\u1ec1 t\u00e0i c\u1ea5p nh\u00e0 n\u01b0\u1edbc do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng (Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7, \u0110HQGHN) ch\u1ee7 tr\u00ec \u0111\u00e3 t\u1ea1o ra b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh, m\u1edf ra tri\u1ec3n v\u1ecdng m\u1edbi cho vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng \u0111i\u1ec7n n\u00e3o qua c\u01a1 ch\u1ebf t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng v\u00e0 h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 nh\u1eb9. C\u01a1 s\u1edf d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam \u0110\u1ec1 t\u00e0i m\u00e3 s\u1ed1 KC-4.0-07\/19-25 \u0111\u00e3 ho\u00e0n th\u00e0nh vi\u1ec7c x\u00e2y d\u1ef1ng b\u1ed9 c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ed3m 12.840 b\u1ea3n ghi t\u00edn hi\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o video theo c\u00e1c l\u1ee9a tu\u1ed5i ph\u00e2n b\u1ed1 trong d\u00e2n c\u01b0, d\u1ef1a theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf. \u0110\u00e2y l\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam \u0111\u01b0\u1ee3c thu th\u1eadp tr\u00ean ng\u01b0\u1eddi Vi\u1ec7t Nam, c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i c\u00e1c \u0111\u1eb7c t\u00ednh kh\u00e1c bi\u1ec7t v\u1ec1 t\u00edn hi\u1ec7u \u0111i\u1ec7n n\u00e3o so v\u1edbi c\u00e1c d\u00e2n t\u1ed9c kh\u00e1c. B\u1ed9 d\u1eef li\u1ec7u n\u00e0y v\u01b0\u1ee3t xa m\u1ee5c ti\u00eau ban \u0111\u1ea7u \u0111\u1ec1 ra (10.000 b\u1ea3n ghi), t\u1ea1o n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh (BCI &#8211; Brain-Computer Interface) trong t\u01b0\u01a1ng lai. C\u00e1c t\u00ecnh nguy\u1ec7n vi\u00ean \u0111ang th\u1ef1c hi\u1ec7n b\u00e0i \u0111o. C\u00f4ng ngh\u1ec7 \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng n\u00e3o Nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb ngo\u1ea1i vi th\u00f4ng qua t\u00edn hi\u1ec7u n\u00e3o b\u1ed9, bao g\u1ed3m: Chuy\u1ec3n \u0111\u1ed5i k\u00fd t\u1ef1 b\u00e0n ph\u00edm: H\u1ed7 tr\u1ee3 26 k\u00fd t\u1ef1 ti\u1ebfng Anh v\u00e0 b\u1ea3ng ch\u1eef c\u00e1i ti\u1ebfng Vi\u1ec7t \u0110i\u1ec1u khi\u1ec3n chu\u1ed9t m\u00e1y t\u00ednh: C\u00e1c thao t\u00e1c l\u00ean, xu\u1ed1ng, tr\u00e1i, ph\u1ea3i v\u00e0 nh\u1ea5p chu\u1ed9t \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng, m\u1edf ra kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u1eadn \u0111\u1ed9ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00e1y t\u00ednh v\u00e0 m\u00f4i tr\u01b0\u1eddng xung quanh ch\u1ec9 b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng. H\u1ec7 th\u1ed1ng ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 M\u1ed9t trong nh\u1eefng th\u00e0nh t\u1ef1u n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a \u0111\u1ec1 t\u00e0i l\u00e0 vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho ng\u01b0\u1eddi tr\u01b0\u1edfng th\u00e0nh b\u1ecb \u0111\u1ed9t qu\u1ef5 n\u00e3o, bao g\u1ed3m ph\u1ea7n m\u1ec1m x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng v\u00e0 thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i t\u01b0\u01a1ng \u1ee9ng. H\u1ec7 th\u1ed1ng vSpeller: \u0110\u00e1nh v\u1ea7n ti\u1ebfng Vi\u1ec7t b\u1eb1ng s\u00f3ng n\u00e3o L\u1ea7n \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 t\u1ea1o ra h\u1ec7 th\u1ed1ng \u0111\u00e1nh v\u1ea7n ho\u00e0n ch\u1ec9nh ch\u1ec9 d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 BCI, cho ph\u00e9p ng\u01b0\u1eddi s\u1eed d\u1ee5ng \u0111\u00e1nh v\u1ea7n c\u00e1c k\u00fd t\u1ef1 ti\u1ebfng Vi\u1ec7t (c\u0169ng nh\u01b0 ti\u1ebfng Anh). Giao di\u1ec7n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean nguy\u00ean t\u1eafc c\u1ee7a h\u1ec7 th\u1ed1ng Berlin BCI nh\u01b0ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 ti\u1ebfng Vi\u1ec7t, c\u00f3 t\u00ednh \u0111\u1ebfn t\u1ea7n s\u1ed1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c k\u00fd t\u1ef1. H\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u1ec3 g\u1ee3i \u00fd v\u00e0 t\u0103ng t\u1ed1c kh\u1ea3 n\u0103ng \u0111\u00e1nh v\u1ea7n. H\u1ec7 BCI vSpeller ph\u1ee5c v\u1ee5 cho vi\u1ec7c g\u00f5 v\u0103n b\u1ea3n. H\u1ec7 th\u1ed1ng mBCI Controller: \u0110i\u1ec1u khi\u1ec3n \u0111a chi\u1ec1u b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng H\u1ec7 th\u1ed1ng mBCI Controller \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng: C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u00e2n lo\u1ea1i: C\u1ea5u h\u00ecnh ph\u00e2n \u0111o\u1ea1n th\u1eddi gian 2 gi\u00e2y c\u00f3 ch\u1ed3ng l\u1ea5n 1 gi\u00e2y gi\u00fap t\u0103ng 2-6,5% \u0111\u1ed9 ch\u00ednh x\u00e1c trong nh\u1eadn d\u1ea1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng \u0111a l\u1edbp Ph\u00e2n lo\u1ea1i b\u1ed1n l\u1edbp chuy\u1ec3n \u0111\u1ed9ng: Ph\u00e2n bi\u1ec7t ch\u00ednh x\u00e1c c\u00e1c t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1ec1 chuy\u1ec3n \u0111\u1ed9ng tay tr\u00e1i, tay ph\u1ea3i, ch\u00e2n v\u00e0 l\u01b0\u1ee1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t top 3 cu\u1ed9c thi BCI qu\u1ed1c t\u1ebf n\u0103m 2008 Ph\u1ea3n h\u1ed3i th\u1ea7n kinh theo th\u1eddi gian th\u1ef1c: C\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean ERD\/ERS gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t r\u00f5 r\u1ec7t sau m\u1ed9t phi\u00ean luy\u1ec7n t\u1eadp Trong th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00f4 h\u00ecnh c\u00e1 nh\u00e2n \u0111\u1ea1t tr\u00ean 90% \u1edf m\u1ed9t s\u1ed1 \u0111\u1ed1i t\u01b0\u1ee3ng trong giai \u0111o\u1ea1n offline. Giai \u0111o\u1ea1n online, \u0111\u1ed9 ch\u00ednh x\u00e1c trung b\u00ecnh \u0111\u1ea1t 63,32% khi th\u1eed nghi\u1ec7m tr\u00ean 5 ng\u01b0\u1eddi, v\u1edbi c\u00e1c b\u00e0i \u0111o 2 l\u1edbp \u0111\u1ea1t tr\u00ean 80% \u1edf nhi\u1ec1u ng\u01b0\u1eddi th\u1eed nghi\u1ec7m. H\u1ec7 th\u1ed1ng VR-BCI: K\u1ebft h\u1ee3p th\u1ef1c t\u1ea1i \u1ea3o v\u00e0 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh \u0110\u1ec1 t\u00e0i \u0111\u00e3 t\u00edch h\u1ee3p ho\u00e0n ch\u1ec9nh c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ea1i \u1ea3o (VR) v\u00e0 c\u00f4ng ngh\u1ec7 BCI, thi\u1ebft k\u1ebf c\u00e1c b\u00e0i t\u1eadp ph\u00f9 h\u1ee3p \u0111\u1ec3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng theo th\u1eddi gian th\u1ef1c. H\u1ec7 th\u1ed1ng VR-BCI \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i b\u1ec7nh vi\u1ec7n tr\u00ean 30 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5, cho th\u1ea5y t\u00ednh kh\u1ea3 thi cao trong vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n l\u00e2m s\u00e0ng. \u00dd ngh\u0129a khoa h\u1ecdc v\u00e0 th\u1ef1c ti\u1ec5n \u0110\u1ec1 t\u00e0i kh\u00f4ng ch\u1ec9 t\u1ea1o ra c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean v\u1ec1 s\u00f3ng \u0111i\u1ec7n n\u00e3o m\u00e0 c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng t\u1ea1i b\u1ec7nh vi\u1ec7n. C\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i nhi\u1ec1u h\u1ed9i ngh\u1ecb v\u00e0 t\u1ea1p ch\u00ed khoa h\u1ecdc uy t\u00edn, kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a Vi\u1ec7t Nam trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh ti\u00ean ti\u1ebfn. V\u1edbi nh\u1eefng th\u00e0nh t\u1ef1u n\u00e0y, \u0111\u1ec1 t\u00e0i \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng nghi\u00ean c\u1ee9u m\u1edbi, t\u1ea1o n\u1ec1n t\u1ea3ng cho c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 BCI ph\u1ee5c v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u00e0 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 t\u00e1i h\u00f2a nh\u1eadp cu\u1ed9c s\u1ed1ng. \u0110\u1ec1 t\u00e0i KC-4.0-07\/19-25 do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng ch\u1ee7 tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ec1 t\u00e0i tr\u1ecdng \u0111i\u1ec3m c\u1ea5p nh\u00e0 n\u01b0\u1edbc v\u1ec1 c\u00f4ng ngh\u1ec7 y sinh. Ngu\u1ed3n: Ph\u00f2ng Qu\u1ea3n l\u00fd Ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7","magazineBlocksPostCategories":["Th\u00f4ng tin k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5"],"magazineBlocksPostViewCount":3706,"magazineBlocksPostReadTime":9,"magazine_blocks_featured_image_url":{"full":["https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg",559,308,false],"medium":["https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-556x306.jpg",556,306,true],"thumbnail":["https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32-278x190.jpg",278,190,true]},"magazine_blocks_author":{"display_name":"admin","author_link":"https:\/\/nafosted.gov.vn\/author\/admin\/"},"magazine_blocks_comment":21,"magazine_blocks_author_image":"https:\/\/secure.gravatar.com\/avatar\/01be2b7eaa21fe4e25b709d19349c0fb?s=96&d=mm&r=g","magazine_blocks_category":"<a href=\"https:\/\/nafosted.gov.vn\/category\/thong-tin-ket-qua-thuc-hien-nhiem-vu\/\" rel=\"category tag\">Th\u00f4ng tin k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5<\/a>","yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\r\n<title>\u0110\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh: C\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam v\u00e0 \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ed9t qu\u1ef5 - Qu\u1ef9 Ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 Qu\u1ed1c gia<\/title>\r\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\r\n<link rel=\"canonical\" href=\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/\" \/>\r\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\r\n<meta property=\"og:type\" content=\"article\" \/>\r\n<meta property=\"og:title\" content=\"\u0110\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh: C\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam v\u00e0 \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ed9t qu\u1ef5 - Qu\u1ef9 Ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 Qu\u1ed1c gia\" \/>\r\n<meta property=\"og:description\" content=\"\u0110\u1ec1 t\u00e0i c\u1ea5p nh\u00e0 n\u01b0\u1edbc do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng (Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7, \u0110HQGHN) ch\u1ee7 tr\u00ec \u0111\u00e3 t\u1ea1o ra b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh, m\u1edf ra tri\u1ec3n v\u1ecdng m\u1edbi cho vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng \u0111i\u1ec7n n\u00e3o qua c\u01a1 ch\u1ebf t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng v\u00e0 h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 nh\u1eb9. C\u01a1 s\u1edf d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam \u0110\u1ec1 t\u00e0i m\u00e3 s\u1ed1 KC-4.0-07\/19-25 \u0111\u00e3 ho\u00e0n th\u00e0nh vi\u1ec7c x\u00e2y d\u1ef1ng b\u1ed9 c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ed3m 12.840 b\u1ea3n ghi t\u00edn hi\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o video theo c\u00e1c l\u1ee9a tu\u1ed5i ph\u00e2n b\u1ed1 trong d\u00e2n c\u01b0, d\u1ef1a theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf. \u0110\u00e2y l\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam \u0111\u01b0\u1ee3c thu th\u1eadp tr\u00ean ng\u01b0\u1eddi Vi\u1ec7t Nam, c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i c\u00e1c \u0111\u1eb7c t\u00ednh kh\u00e1c bi\u1ec7t v\u1ec1 t\u00edn hi\u1ec7u \u0111i\u1ec7n n\u00e3o so v\u1edbi c\u00e1c d\u00e2n t\u1ed9c kh\u00e1c. B\u1ed9 d\u1eef li\u1ec7u n\u00e0y v\u01b0\u1ee3t xa m\u1ee5c ti\u00eau ban \u0111\u1ea7u \u0111\u1ec1 ra (10.000 b\u1ea3n ghi), t\u1ea1o n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh (BCI &#8211; Brain-Computer Interface) trong t\u01b0\u01a1ng lai. C\u00e1c t\u00ecnh nguy\u1ec7n vi\u00ean \u0111ang th\u1ef1c hi\u1ec7n b\u00e0i \u0111o. C\u00f4ng ngh\u1ec7 \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng n\u00e3o Nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb ngo\u1ea1i vi th\u00f4ng qua t\u00edn hi\u1ec7u n\u00e3o b\u1ed9, bao g\u1ed3m: Chuy\u1ec3n \u0111\u1ed5i k\u00fd t\u1ef1 b\u00e0n ph\u00edm: H\u1ed7 tr\u1ee3 26 k\u00fd t\u1ef1 ti\u1ebfng Anh v\u00e0 b\u1ea3ng ch\u1eef c\u00e1i ti\u1ebfng Vi\u1ec7t \u0110i\u1ec1u khi\u1ec3n chu\u1ed9t m\u00e1y t\u00ednh: C\u00e1c thao t\u00e1c l\u00ean, xu\u1ed1ng, tr\u00e1i, ph\u1ea3i v\u00e0 nh\u1ea5p chu\u1ed9t \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng, m\u1edf ra kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u1eadn \u0111\u1ed9ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00e1y t\u00ednh v\u00e0 m\u00f4i tr\u01b0\u1eddng xung quanh ch\u1ec9 b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng. H\u1ec7 th\u1ed1ng ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 M\u1ed9t trong nh\u1eefng th\u00e0nh t\u1ef1u n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a \u0111\u1ec1 t\u00e0i l\u00e0 vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho ng\u01b0\u1eddi tr\u01b0\u1edfng th\u00e0nh b\u1ecb \u0111\u1ed9t qu\u1ef5 n\u00e3o, bao g\u1ed3m ph\u1ea7n m\u1ec1m x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng v\u00e0 thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i t\u01b0\u01a1ng \u1ee9ng. H\u1ec7 th\u1ed1ng vSpeller: \u0110\u00e1nh v\u1ea7n ti\u1ebfng Vi\u1ec7t b\u1eb1ng s\u00f3ng n\u00e3o L\u1ea7n \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 t\u1ea1o ra h\u1ec7 th\u1ed1ng \u0111\u00e1nh v\u1ea7n ho\u00e0n ch\u1ec9nh ch\u1ec9 d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 BCI, cho ph\u00e9p ng\u01b0\u1eddi s\u1eed d\u1ee5ng \u0111\u00e1nh v\u1ea7n c\u00e1c k\u00fd t\u1ef1 ti\u1ebfng Vi\u1ec7t (c\u0169ng nh\u01b0 ti\u1ebfng Anh). Giao di\u1ec7n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean nguy\u00ean t\u1eafc c\u1ee7a h\u1ec7 th\u1ed1ng Berlin BCI nh\u01b0ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 ti\u1ebfng Vi\u1ec7t, c\u00f3 t\u00ednh \u0111\u1ebfn t\u1ea7n s\u1ed1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c k\u00fd t\u1ef1. H\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u1ec3 g\u1ee3i \u00fd v\u00e0 t\u0103ng t\u1ed1c kh\u1ea3 n\u0103ng \u0111\u00e1nh v\u1ea7n. H\u1ec7 BCI vSpeller ph\u1ee5c v\u1ee5 cho vi\u1ec7c g\u00f5 v\u0103n b\u1ea3n. H\u1ec7 th\u1ed1ng mBCI Controller: \u0110i\u1ec1u khi\u1ec3n \u0111a chi\u1ec1u b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng H\u1ec7 th\u1ed1ng mBCI Controller \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng: C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u00e2n lo\u1ea1i: C\u1ea5u h\u00ecnh ph\u00e2n \u0111o\u1ea1n th\u1eddi gian 2 gi\u00e2y c\u00f3 ch\u1ed3ng l\u1ea5n 1 gi\u00e2y gi\u00fap t\u0103ng 2-6,5% \u0111\u1ed9 ch\u00ednh x\u00e1c trong nh\u1eadn d\u1ea1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng \u0111a l\u1edbp Ph\u00e2n lo\u1ea1i b\u1ed1n l\u1edbp chuy\u1ec3n \u0111\u1ed9ng: Ph\u00e2n bi\u1ec7t ch\u00ednh x\u00e1c c\u00e1c t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1ec1 chuy\u1ec3n \u0111\u1ed9ng tay tr\u00e1i, tay ph\u1ea3i, ch\u00e2n v\u00e0 l\u01b0\u1ee1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t top 3 cu\u1ed9c thi BCI qu\u1ed1c t\u1ebf n\u0103m 2008 Ph\u1ea3n h\u1ed3i th\u1ea7n kinh theo th\u1eddi gian th\u1ef1c: C\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean ERD\/ERS gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t r\u00f5 r\u1ec7t sau m\u1ed9t phi\u00ean luy\u1ec7n t\u1eadp Trong th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00f4 h\u00ecnh c\u00e1 nh\u00e2n \u0111\u1ea1t tr\u00ean 90% \u1edf m\u1ed9t s\u1ed1 \u0111\u1ed1i t\u01b0\u1ee3ng trong giai \u0111o\u1ea1n offline. Giai \u0111o\u1ea1n online, \u0111\u1ed9 ch\u00ednh x\u00e1c trung b\u00ecnh \u0111\u1ea1t 63,32% khi th\u1eed nghi\u1ec7m tr\u00ean 5 ng\u01b0\u1eddi, v\u1edbi c\u00e1c b\u00e0i \u0111o 2 l\u1edbp \u0111\u1ea1t tr\u00ean 80% \u1edf nhi\u1ec1u ng\u01b0\u1eddi th\u1eed nghi\u1ec7m. H\u1ec7 th\u1ed1ng VR-BCI: K\u1ebft h\u1ee3p th\u1ef1c t\u1ea1i \u1ea3o v\u00e0 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh \u0110\u1ec1 t\u00e0i \u0111\u00e3 t\u00edch h\u1ee3p ho\u00e0n ch\u1ec9nh c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ea1i \u1ea3o (VR) v\u00e0 c\u00f4ng ngh\u1ec7 BCI, thi\u1ebft k\u1ebf c\u00e1c b\u00e0i t\u1eadp ph\u00f9 h\u1ee3p \u0111\u1ec3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng theo th\u1eddi gian th\u1ef1c. H\u1ec7 th\u1ed1ng VR-BCI \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i b\u1ec7nh vi\u1ec7n tr\u00ean 30 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5, cho th\u1ea5y t\u00ednh kh\u1ea3 thi cao trong vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n l\u00e2m s\u00e0ng. \u00dd ngh\u0129a khoa h\u1ecdc v\u00e0 th\u1ef1c ti\u1ec5n \u0110\u1ec1 t\u00e0i kh\u00f4ng ch\u1ec9 t\u1ea1o ra c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean v\u1ec1 s\u00f3ng \u0111i\u1ec7n n\u00e3o m\u00e0 c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng t\u1ea1i b\u1ec7nh vi\u1ec7n. C\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i nhi\u1ec1u h\u1ed9i ngh\u1ecb v\u00e0 t\u1ea1p ch\u00ed khoa h\u1ecdc uy t\u00edn, kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a Vi\u1ec7t Nam trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh ti\u00ean ti\u1ebfn. V\u1edbi nh\u1eefng th\u00e0nh t\u1ef1u n\u00e0y, \u0111\u1ec1 t\u00e0i \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng nghi\u00ean c\u1ee9u m\u1edbi, t\u1ea1o n\u1ec1n t\u1ea3ng cho c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 BCI ph\u1ee5c v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u00e0 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 t\u00e1i h\u00f2a nh\u1eadp cu\u1ed9c s\u1ed1ng. \u0110\u1ec1 t\u00e0i KC-4.0-07\/19-25 do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng ch\u1ee7 tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ec1 t\u00e0i tr\u1ecdng \u0111i\u1ec3m c\u1ea5p nh\u00e0 n\u01b0\u1edbc v\u1ec1 c\u00f4ng ngh\u1ec7 y sinh. Ngu\u1ed3n: Ph\u00f2ng Qu\u1ea3n l\u00fd Ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7\" \/>\r\n<meta property=\"og:url\" content=\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/\" \/>\r\n<meta property=\"og:site_name\" content=\"Qu\u1ef9 Ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 Qu\u1ed1c gia\" \/>\r\n<meta property=\"article:published_time\" content=\"2025-10-08T02:48:30+00:00\" \/>\r\n<meta property=\"og:image\" content=\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg\" \/>\r\n\t<meta property=\"og:image:width\" content=\"559\" \/>\r\n\t<meta property=\"og:image:height\" content=\"308\" \/>\r\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\r\n<meta name=\"author\" content=\"admin\" \/>\r\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\r\n<meta name=\"twitter:label1\" content=\"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 ph\u00fat\" \/>\r\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/\"},\"author\":{\"name\":\"admin\",\"@id\":\"https:\/\/nafosted.gov.vn\/#\/schema\/person\/0f3609cce95c0e113635c69e9cf26dbb\"},\"headline\":\"\u0110\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh: C\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam v\u00e0 \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ed9t qu\u1ef5\",\"datePublished\":\"2025-10-08T02:48:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/\"},\"wordCount\":1696,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/nafosted.gov.vn\/#organization\"},\"image\":{\"@id\":\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg\",\"articleSection\":[\"Th\u00f4ng tin k\u1ebft qu\u1ea3 th\u1ef1c hi\u1ec7n nhi\u1ec7m v\u1ee5\"],\"inLanguage\":\"vi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/\",\"url\":\"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/\",\"name\":\"\u0110\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh: C\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam v\u00e0 \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ed9t qu\u1ef5 - 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Qu\u1ef9 Ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 Qu\u1ed1c gia","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/","og_locale":"vi_VN","og_type":"article","og_title":"\u0110\u1ed9t ph\u00e1 c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh: C\u01a1 s\u1edf d\u1eef li\u1ec7u \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam v\u00e0 \u1ee9ng d\u1ee5ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi b\u1ec7nh \u0111\u1ed9t qu\u1ef5 - Qu\u1ef9 Ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 Qu\u1ed1c gia","og_description":"\u0110\u1ec1 t\u00e0i c\u1ea5p nh\u00e0 n\u01b0\u1edbc do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng (Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc C\u00f4ng ngh\u1ec7, \u0110HQGHN) ch\u1ee7 tr\u00ec \u0111\u00e3 t\u1ea1o ra b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh, m\u1edf ra tri\u1ec3n v\u1ecdng m\u1edbi cho vi\u1ec7c \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng \u0111i\u1ec7n n\u00e3o qua c\u01a1 ch\u1ebf t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng v\u00e0 h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 nh\u1eb9. C\u01a1 s\u1edf d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam \u0110\u1ec1 t\u00e0i m\u00e3 s\u1ed1 KC-4.0-07\/19-25 \u0111\u00e3 ho\u00e0n th\u00e0nh vi\u1ec7c x\u00e2y d\u1ef1ng b\u1ed9 c\u01a1 s\u1edf d\u1eef li\u1ec7u g\u1ed3m 12.840 b\u1ea3n ghi t\u00edn hi\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o video theo c\u00e1c l\u1ee9a tu\u1ed5i ph\u00e2n b\u1ed1 trong d\u00e2n c\u01b0, d\u1ef1a theo ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf. \u0110\u00e2y l\u00e0 c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean c\u1ee7a Vi\u1ec7t Nam \u0111\u01b0\u1ee3c thu th\u1eadp tr\u00ean ng\u01b0\u1eddi Vi\u1ec7t Nam, c\u00f3 th\u1ec3 t\u1ed3n t\u1ea1i c\u00e1c \u0111\u1eb7c t\u00ednh kh\u00e1c bi\u1ec7t v\u1ec1 t\u00edn hi\u1ec7u \u0111i\u1ec7n n\u00e3o so v\u1edbi c\u00e1c d\u00e2n t\u1ed9c kh\u00e1c. B\u1ed9 d\u1eef li\u1ec7u n\u00e0y v\u01b0\u1ee3t xa m\u1ee5c ti\u00eau ban \u0111\u1ea7u \u0111\u1ec1 ra (10.000 b\u1ea3n ghi), t\u1ea1o n\u1ec1n t\u1ea3ng v\u1eefng ch\u1eafc cho c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh (BCI &#8211; Brain-Computer Interface) trong t\u01b0\u01a1ng lai. C\u00e1c t\u00ecnh nguy\u1ec7n vi\u00ean \u0111ang th\u1ef1c hi\u1ec7n b\u00e0i \u0111o. C\u00f4ng ngh\u1ec7 \u0111i\u1ec1u khi\u1ec3n thi\u1ebft b\u1ecb b\u1eb1ng s\u00f3ng n\u00e3o Nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n th\u00e0nh c\u00f4ng b\u1ed9 c\u00f4ng c\u1ee5 ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u00f3ng \u0111i\u1ec7n n\u00e3o cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb ngo\u1ea1i vi th\u00f4ng qua t\u00edn hi\u1ec7u n\u00e3o b\u1ed9, bao g\u1ed3m: Chuy\u1ec3n \u0111\u1ed5i k\u00fd t\u1ef1 b\u00e0n ph\u00edm: H\u1ed7 tr\u1ee3 26 k\u00fd t\u1ef1 ti\u1ebfng Anh v\u00e0 b\u1ea3ng ch\u1eef c\u00e1i ti\u1ebfng Vi\u1ec7t \u0110i\u1ec1u khi\u1ec3n chu\u1ed9t m\u00e1y t\u00ednh: C\u00e1c thao t\u00e1c l\u00ean, xu\u1ed1ng, tr\u00e1i, ph\u1ea3i v\u00e0 nh\u1ea5p chu\u1ed9t \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng, m\u1edf ra kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u1eadn \u0111\u1ed9ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi m\u00e1y t\u00ednh v\u00e0 m\u00f4i tr\u01b0\u1eddng xung quanh ch\u1ec9 b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng. H\u1ec7 th\u1ed1ng ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng cho b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 M\u1ed9t trong nh\u1eefng th\u00e0nh t\u1ef1u n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a \u0111\u1ec1 t\u00e0i l\u00e0 vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 ph\u1ee5c h\u1ed3i ch\u1ee9c n\u0103ng v\u1eadn \u0111\u1ed9ng cho ng\u01b0\u1eddi tr\u01b0\u1edfng th\u00e0nh b\u1ecb \u0111\u1ed9t qu\u1ef5 n\u00e3o, bao g\u1ed3m ph\u1ea7n m\u1ec1m x\u1eed l\u00fd t\u1ef1 \u0111\u1ed9ng v\u00e0 thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i t\u01b0\u01a1ng \u1ee9ng. H\u1ec7 th\u1ed1ng vSpeller: \u0110\u00e1nh v\u1ea7n ti\u1ebfng Vi\u1ec7t b\u1eb1ng s\u00f3ng n\u00e3o L\u1ea7n \u0111\u1ea7u ti\u00ean t\u1ea1i Vi\u1ec7t Nam, nh\u00f3m nghi\u00ean c\u1ee9u \u0111\u00e3 t\u1ea1o ra h\u1ec7 th\u1ed1ng \u0111\u00e1nh v\u1ea7n ho\u00e0n ch\u1ec9nh ch\u1ec9 d\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 BCI, cho ph\u00e9p ng\u01b0\u1eddi s\u1eed d\u1ee5ng \u0111\u00e1nh v\u1ea7n c\u00e1c k\u00fd t\u1ef1 ti\u1ebfng Vi\u1ec7t (c\u0169ng nh\u01b0 ti\u1ebfng Anh). Giao di\u1ec7n ph\u1ea7n m\u1ec1m \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf d\u1ef1a tr\u00ean nguy\u00ean t\u1eafc c\u1ee7a h\u1ec7 th\u1ed1ng Berlin BCI nh\u01b0ng \u0111\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ph\u00f9 h\u1ee3p v\u1edbi \u0111\u1eb7c th\u00f9 ti\u1ebfng Vi\u1ec7t, c\u00f3 t\u00ednh \u0111\u1ebfn t\u1ea7n s\u1ed1 xu\u1ea5t hi\u1ec7n c\u1ee7a c\u00e1c k\u00fd t\u1ef1. H\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef \u0111\u1ec3 g\u1ee3i \u00fd v\u00e0 t\u0103ng t\u1ed1c kh\u1ea3 n\u0103ng \u0111\u00e1nh v\u1ea7n. H\u1ec7 BCI vSpeller ph\u1ee5c v\u1ee5 cho vi\u1ec7c g\u00f5 v\u0103n b\u1ea3n. H\u1ec7 th\u1ed1ng mBCI Controller: \u0110i\u1ec1u khi\u1ec3n \u0111a chi\u1ec1u b\u1eb1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng H\u1ec7 th\u1ed1ng mBCI Controller \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u k\u1ebft qu\u1ea3 \u1ea5n t\u01b0\u1ee3ng: C\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c ph\u00e2n lo\u1ea1i: C\u1ea5u h\u00ecnh ph\u00e2n \u0111o\u1ea1n th\u1eddi gian 2 gi\u00e2y c\u00f3 ch\u1ed3ng l\u1ea5n 1 gi\u00e2y gi\u00fap t\u0103ng 2-6,5% \u0111\u1ed9 ch\u00ednh x\u00e1c trong nh\u1eadn d\u1ea1ng t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1eadn \u0111\u1ed9ng \u0111a l\u1edbp Ph\u00e2n lo\u1ea1i b\u1ed1n l\u1edbp chuy\u1ec3n \u0111\u1ed9ng: Ph\u00e2n bi\u1ec7t ch\u00ednh x\u00e1c c\u00e1c t\u01b0\u1edfng t\u01b0\u1ee3ng v\u1ec1 chuy\u1ec3n \u0111\u1ed9ng tay tr\u00e1i, tay ph\u1ea3i, ch\u00e2n v\u00e0 l\u01b0\u1ee1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u01b0\u1ee3t top 3 cu\u1ed9c thi BCI qu\u1ed1c t\u1ebf n\u0103m 2008 Ph\u1ea3n h\u1ed3i th\u1ea7n kinh theo th\u1eddi gian th\u1ef1c: C\u00e1c chi\u1ebfn l\u01b0\u1ee3c ph\u1ea3n h\u1ed3i d\u1ef1a tr\u00ean ERD\/ERS gi\u00fap ng\u01b0\u1eddi d\u00f9ng c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t r\u00f5 r\u1ec7t sau m\u1ed9t phi\u00ean luy\u1ec7n t\u1eadp Trong th\u1eed nghi\u1ec7m th\u1ef1c t\u1ebf, \u0111\u1ed9 ch\u00ednh x\u00e1c m\u00f4 h\u00ecnh c\u00e1 nh\u00e2n \u0111\u1ea1t tr\u00ean 90% \u1edf m\u1ed9t s\u1ed1 \u0111\u1ed1i t\u01b0\u1ee3ng trong giai \u0111o\u1ea1n offline. Giai \u0111o\u1ea1n online, \u0111\u1ed9 ch\u00ednh x\u00e1c trung b\u00ecnh \u0111\u1ea1t 63,32% khi th\u1eed nghi\u1ec7m tr\u00ean 5 ng\u01b0\u1eddi, v\u1edbi c\u00e1c b\u00e0i \u0111o 2 l\u1edbp \u0111\u1ea1t tr\u00ean 80% \u1edf nhi\u1ec1u ng\u01b0\u1eddi th\u1eed nghi\u1ec7m. H\u1ec7 th\u1ed1ng VR-BCI: K\u1ebft h\u1ee3p th\u1ef1c t\u1ea1i \u1ea3o v\u00e0 giao di\u1ec7n n\u00e3o-m\u00e1y t\u00ednh \u0110\u1ec1 t\u00e0i \u0111\u00e3 t\u00edch h\u1ee3p ho\u00e0n ch\u1ec9nh c\u00f4ng ngh\u1ec7 th\u1ef1c t\u1ea1i \u1ea3o (VR) v\u00e0 c\u00f4ng ngh\u1ec7 BCI, thi\u1ebft k\u1ebf c\u00e1c b\u00e0i t\u1eadp ph\u00f9 h\u1ee3p \u0111\u1ec3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng theo th\u1eddi gian th\u1ef1c. H\u1ec7 th\u1ed1ng VR-BCI \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m t\u1ea1i b\u1ec7nh vi\u1ec7n tr\u00ean 30 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5, cho th\u1ea5y t\u00ednh kh\u1ea3 thi cao trong vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c ti\u1ec5n l\u00e2m s\u00e0ng. \u00dd ngh\u0129a khoa h\u1ecdc v\u00e0 th\u1ef1c ti\u1ec5n \u0110\u1ec1 t\u00e0i kh\u00f4ng ch\u1ec9 t\u1ea1o ra c\u01a1 s\u1edf d\u1eef li\u1ec7u qu\u1ed1c gia \u0111\u1ea7u ti\u00ean v\u1ec1 s\u00f3ng \u0111i\u1ec7n n\u00e3o m\u00e0 c\u00f2n ph\u00e1t tri\u1ec3n c\u00e1c h\u1ec7 th\u1ed1ng \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf, \u0111\u01b0\u1ee3c ki\u1ec3m ch\u1ee9ng t\u1ea1i b\u1ec7nh vi\u1ec7n. C\u00e1c k\u1ebft qu\u1ea3 nghi\u00ean c\u1ee9u \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 t\u1ea1i nhi\u1ec1u h\u1ed9i ngh\u1ecb v\u00e0 t\u1ea1p ch\u00ed khoa h\u1ecdc uy t\u00edn, kh\u1eb3ng \u0111\u1ecbnh v\u1ecb th\u1ebf c\u1ee7a Vi\u1ec7t Nam trong l\u0129nh v\u1ef1c c\u00f4ng ngh\u1ec7 y sinh ti\u00ean ti\u1ebfn. V\u1edbi nh\u1eefng th\u00e0nh t\u1ef1u n\u00e0y, \u0111\u1ec1 t\u00e0i \u0111\u00e3 m\u1edf ra h\u01b0\u1edbng nghi\u00ean c\u1ee9u m\u1edbi, t\u1ea1o n\u1ec1n t\u1ea3ng cho c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 BCI ph\u1ee5c v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ed9ng \u0111\u1ed3ng, \u0111\u1eb7c bi\u1ec7t l\u00e0 h\u1ed7 tr\u1ee3 ng\u01b0\u1eddi khuy\u1ebft t\u1eadt v\u00e0 b\u1ec7nh nh\u00e2n \u0111\u1ed9t qu\u1ef5 t\u00e1i h\u00f2a nh\u1eadp cu\u1ed9c s\u1ed1ng. \u0110\u1ec1 t\u00e0i KC-4.0-07\/19-25 do PGS.TS. Ph\u1ea1m Ng\u1ecdc H\u00f9ng ch\u1ee7 tr\u00ec l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ec1 t\u00e0i tr\u1ecdng \u0111i\u1ec3m c\u1ea5p nh\u00e0 n\u01b0\u1edbc v\u1ec1 c\u00f4ng ngh\u1ec7 y sinh. Ngu\u1ed3n: Ph\u00f2ng Qu\u1ea3n l\u00fd Ph\u00e1t tri\u1ec3n c\u00f4ng ngh\u1ec7","og_url":"https:\/\/nafosted.gov.vn\/dot-pha-cong-nghe-giao-dien-nao-may-tinh-co-so-du-lieu-dien-nao-dau-tien-cua-viet-nam-va-ung-dung-ho-tro-nguoi-benh-dot-quy\/","og_site_name":"Qu\u1ef9 Ph\u00e1t tri\u1ec3n khoa h\u1ecdc v\u00e0 c\u00f4ng ngh\u1ec7 Qu\u1ed1c gia","article_published_time":"2025-10-08T02:48:30+00:00","og_image":[{"width":559,"height":308,"url":"https:\/\/nafosted.gov.vn\/wp-content\/uploads\/2025\/10\/anh-32.jpg","type":"image\/jpeg"}],"author":"admin","twitter_card":"summary_large_image","twitter_misc":{"\u0110\u01b0\u1ee3c vi\u1ebft b\u1edfi":"admin","\u01af\u1edbc t\u00ednh th\u1eddi gian \u0111\u1ecdc":"7 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