{"id":21016,"date":"2025-06-13T08:00:50","date_gmt":"2025-06-13T01:00:50","guid":{"rendered":"https:\/\/vbee.vn\/blog\/?p=21016"},"modified":"2025-12-27T19:37:31","modified_gmt":"2025-12-27T12:37:31","slug":"ung-dung-ai-trong-y-te","status":"publish","type":"post","link":"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/","title":{"rendered":"\u1ee8ng d\u1ee5ng AI trong y t\u1ebf: B\u01b0\u1edbc ti\u1ebfn v\u01b0\u1ee3t b\u1eadc cho ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe con ng\u01b0\u1eddi"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-grey ez-toc-container-direction\"><div class=\"ez-toc-title-container\"><p class=\"ez-toc-title\" style=\"cursor:inherit\">N\u1ed9i dung ch\u00ednh<\/p><span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div><nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#1_AI_trong_chan_doan_va_phan_tich_hinh_anh_y_khoa\" >1. AI trong ch\u1ea9n \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#11_Ung_dung_phan_tich_hinh_anh_y_khoa\" >1.1. \u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#12_Phan_tich_gen_va_y_hoc_ca_nhan_hoa\" >1.2. Ph\u00e2n t\u00edch gen v\u00e0 y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#13_Phan_tich_anh_sieu_am\" >1.3. Ph\u00e2n t\u00edch \u1ea3nh si\u00eau \u00e2m<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#2_Ung_dung_cong_nghe_AI_trong_dieu_tri_va_phau_thuat\" >2. \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong \u0111i\u1ec1u tr\u1ecb v\u00e0 ph\u1eabu thu\u1eadt<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#21_Ho_tro_phau_thuat_bang_robot\" >2.1. H\u1ed7 tr\u1ee3 ph\u1eabu thu\u1eadt b\u1eb1ng robot<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#22_AI_ho_tro_ke_don_thuoc_va_toi_uu_hoa_lieu_trinh_dieu_tri\" >2.2. AI h\u1ed7 tr\u1ee3 k\u00ea \u0111\u01a1n thu\u1ed1c v\u00e0 t\u1ed1i \u01b0u ho\u00e1 li\u1ec7u tr\u00ecnh \u0111i\u1ec1u tr\u1ecb<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#23_Giam_sat_benh_nhan_tu_xa\" >2.3. Gi\u00e1m s\u00e1t b\u1ec7nh nh\u00e2n t\u1eeb xa<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#3_Su_dung_AI_de_quan_ly_va_cham_soc_suc_khoe_tu_xa\" >3. S\u1eed d\u1ee5ng AI \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb xa<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#31_Ung_dung_chatbot_va_tro_ly_ao_y_te\" >3.1. \u1ee8ng d\u1ee5ng chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o y t\u1ebf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#32_Ho_tro_quan_ly_benh_vien\" >3.2. H\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd b\u1ec7nh vi\u1ec7n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#4_Ung_dung_AI_trong_nghien_cuu_va_sang_che_duoc_pham\" >4. \u1ee8ng d\u1ee5ng AI trong nghi\u00ean c\u1ee9u v\u00e0 s\u00e1ng ch\u1ebf d\u01b0\u1ee3c ph\u1ea9m<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#41_Tang_toc_qua_trinh_phat_trien_thuoc\" >4.1. T\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n thu\u1ed1c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#42_Phan_tich_du_lieu_hoa_hoc_va_sinh_hoc\" >4.2. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00f3a h\u1ecdc v\u00e0 sinh h\u1ecdc<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#43_Phat_trien_vac-xin\" >4.3. Ph\u00e1t tri\u1ec3n v\u1eafc-xin<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#44_Phan_tich_du_lieu_thu_nghiem_lam_sang\" >4.4. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#45_Phan_tich_du_lieu_lon_tu_y_van\" >4.5. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn t\u1eeb y v\u0103n<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#5_Tuong_lai_cua_AI_trong_cham_soc_suc_khoe\" >5. T\u01b0\u01a1ng lai c\u1ee7a AI trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#51_Cai_tien_cong_nghe_cham_soc_suc_khoe\" >5.1. C\u1ea3i ti\u1ebfn c\u00f4ng ngh\u1ec7 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#52_Y_te_tu_xa\" >5.2. Y t\u1ebf t\u1eeb xa<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#6_Thach_thuc_khi_ung_dung_AI_trong_y_te\" >6. Th\u00e1ch th\u1ee9c khi \u1ee9ng d\u1ee5ng AI trong y t\u1ebf<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#61_Chi_phi_va_nguon_luc\" >6.1. Chi ph\u00ed v\u00e0 ngu\u1ed3n l\u1ef1c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#62_Dinh_kien_voi_AI_con_nhieu_bat_cap\" >6.2. \u0110\u1ecbnh ki\u1ebfn v\u1edbi AI c\u00f2n nhi\u1ec1u b\u1ea5t c\u1eadp<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#63_Chat_luong_du_lieu\" >6.3. Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#7_Mot_so_cau_hoi_thuong_gap_ve_ung_dung_AI_trong_y_te\" >7. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 \u1ee9ng d\u1ee5ng AI trong y t\u1ebf<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#71_AI_co_the_ho_tro_bac_si_chan_doan_benh_nhu_the_nao\" >7.1 AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nh\u01b0 th\u1ebf n\u00e0o?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#72_Robot_phau_thuat_co_nhung_uu_diem_gi_so_voi_phau_thuat_truyen_thong\" >7.2 Robot ph\u1eabu thu\u1eadt c\u00f3 nh\u1eefng \u01b0u \u0111i\u1ec3m g\u00ec so v\u1edbi ph\u1eabu thu\u1eadt truy\u1ec1n th\u1ed1ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#73_AI_co_the_giup_phat_trien_thuoc_moi_nhanh_hon_khong\" >7.3 AI c\u00f3 th\u1ec3 gi\u00fap ph\u00e1t tri\u1ec3n thu\u1ed1c m\u1edbi nhanh h\u01a1n kh\u00f4ng?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#74_Nhung_thach_thuc_chinh_khi_ung_dung_AI_trong_y_te_la_gi\" >7.4 Nh\u1eefng th\u00e1ch th\u1ee9c ch\u00ednh khi \u1ee9ng d\u1ee5ng AI trong y t\u1ebf l\u00e0 g\u00ec?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/vbee.vn\/blog\/ai\/ung-dung-ai-trong-y-te\/#75_Y_te_tu_xa_voi_AI_se_phat_trien_nhu_the_nao_trong_tuong_lai\" >7.5 Y t\u1ebf t\u1eeb xa v\u1edbi AI s\u1ebd ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o trong t\u01b0\u01a1ng lai?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div><p><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang mang \u0111\u1ebfn nh\u1eefng thay \u0111\u1ed5i m\u1ea1nh m\u1ebd trong ng\u00e0nh y t\u1ebf, gi\u00fap c\u1ea3i thi\u1ec7n ch\u1ea9n \u0111o\u00e1n, \u0111i\u1ec1u tr\u1ecb v\u00e0 qu\u1ea3n l\u00fd s\u1ee9c kh\u1ecfe. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd kh\u00e1m ph\u00e1 c\u00e1c \u1ee9ng d\u1ee5ng AI trong y t\u1ebf v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi t\u01b0\u01a1ng lai ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe con ng\u01b0\u1eddi.<\/strong><\/p><p style=\"text-align: center;\"><p><iframe style=\"position: relative; top: 0px; border: none;\" title=\"H\u01b0\u1edbng d\u1eabn s\u1eed d\u1ee5ng\" src=\"https:\/\/vbee.vn\/demo\" width=\"100%\" height=\"320\"><\/iframe><\/p><h2><span class=\"ez-toc-section\" id=\"1_AI_trong_chan_doan_va_phan_tich_hinh_anh_y_khoa\"><\/span>1. AI trong ch\u1ea9n \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"11_Ung_dung_phan_tich_hinh_anh_y_khoa\"><\/span>1.1. \u1ee8ng d\u1ee5ng ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a l\u0129nh v\u1ef1c ch\u1ea9n \u0111o\u00e1n h\u00ecnh \u1ea3nh y khoa, gi\u00fap c\u00e1c b\u00e1c s\u0129 \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch phim X-quang, CT, MRI nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c. H\u1ec7 th\u1ed1ng th\u00f4ng minh c\u1ee7a Google Health kh\u00f4ng ch\u1ec9 ph\u00e1t hi\u1ec7n ung th\u01b0 v\u00fa ch\u00ednh x\u00e1c h\u01a1n m\u00e0 c\u00f2n gi\u1ea3m \u0111\u00e1ng k\u1ec3 t\u1ef7 l\u1ec7 ch\u1ea9n \u0111o\u00e1n sai. Ngo\u00e0i ra, nhi\u1ec1u c\u00f4ng ty c\u00f4ng ngh\u1ec7 kh\u00e1c c\u0169ng \u0111\u00e3 ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p t\u01b0\u01a1ng t\u1ef1 trong vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c b\u1ec7nh nh\u01b0 vi\u00eam ph\u1ed5i, \u0111\u1ed9t qu\u1ef5 v\u00e0 t\u1ed5n th\u01b0\u01a1ng n\u00e3o.<\/p><h3><span class=\"ez-toc-section\" id=\"12_Phan_tich_gen_va_y_hoc_ca_nhan_hoa\"><\/span>1.2. Ph\u00e2n t\u00edch gen v\u00e0 y h\u1ecdc c\u00e1 nh\u00e2n h\u00f3a<span class=\"ez-toc-section-end\"><\/span><\/h3><p>H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh gi\u00fap gi\u1ea3i m\u00e3 b\u1ed9 gen c\u1ee7a t\u1eebng ng\u01b0\u1eddi v\u1edbi t\u1ed1c \u0111\u1ed9 v\u01b0\u1ee3t tr\u1ed9i, \u0111\u01b0a ra d\u1ef1 \u0111o\u00e1n v\u1ec1 nguy c\u01a1 m\u1eafc b\u1ec7nh di truy\u1ec1n v\u00e0 h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb t\u1ed1i \u01b0u. V\u00ed d\u1ee5, c\u00e1c c\u00f4ng ty nh\u01b0 23andMe hay Illumina \u0111\u00e3 \u1ee9ng d\u1ee5ng AI \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c khuy\u1ebfn ngh\u1ecb \u0111i\u1ec1u tr\u1ecb ung th\u01b0 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u gen c\u00e1 nh\u00e2n.<\/p><figure id=\"attachment_21021\" aria-describedby=\"caption-attachment-21021\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21021\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Phan-tich-gen-va-y-hoc-ca-nhan-hoa.webp\" alt=\"H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh gi\u00fap gi\u1ea3i m\u00e3 b\u1ed9 gen c\u1ee7a t\u1eebng ng\u01b0\u1eddi v\u1edbi t\u1ed1c \u0111\u1ed9 v\u01b0\u1ee3t tr\u1ed9i.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Phan-tich-gen-va-y-hoc-ca-nhan-hoa.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Phan-tich-gen-va-y-hoc-ca-nhan-hoa-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21021\" class=\"wp-caption-text\">H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh gi\u00fap gi\u1ea3i m\u00e3 b\u1ed9 gen c\u1ee7a t\u1eebng ng\u01b0\u1eddi v\u1edbi t\u1ed1c \u0111\u1ed9 v\u01b0\u1ee3t tr\u1ed9i.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"13_Phan_tich_anh_sieu_am\"><\/span>1.3. Ph\u00e2n t\u00edch \u1ea3nh si\u00eau \u00e2m<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 si\u00eau \u00e2m thai nhi, m\u00f4 h\u00ecnh c\u00f2n \u1ee9ng d\u1ee5ng trong si\u00eau \u00e2m tim m\u1ea1ch v\u00e0 gan. C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Caption AI c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng \u0111\u00e1nh gi\u00e1 h\u00ecnh \u1ea3nh si\u00eau \u00e2m v\u00e0 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 \u0111\u01b0a ra ch\u1ea9n \u0111o\u00e1n ch\u00ednh x\u00e1c, ngay c\u1ea3 t\u1ea1i c\u00e1c c\u01a1 s\u1edf <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/linh-vuc\/y-te\/\">y t\u1ebf<\/a> c\u00f3 ngu\u1ed3n l\u1ef1c h\u1ea1n ch\u1ebf.<\/p><h2><span class=\"ez-toc-section\" id=\"2_Ung_dung_cong_nghe_AI_trong_dieu_tri_va_phau_thuat\"><\/span>2. \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 AI trong \u0111i\u1ec1u tr\u1ecb v\u00e0 ph\u1eabu thu\u1eadt<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"21_Ho_tro_phau_thuat_bang_robot\"><\/span>2.1. H\u1ed7 tr\u1ee3 ph\u1eabu thu\u1eadt b\u1eb1ng robot<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Robot ph\u1eabu thu\u1eadt l\u00e0 m\u1ed9t trong nh\u1eefng b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong y h\u1ecdc hi\u1ec7n \u0111\u1ea1i, mang l\u1ea1i \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro trong ph\u1eabu thu\u1eadt. Nh\u1edd c\u00f4ng ngh\u1ec7 n\u00e0y, robot c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c ca m\u1ed5 ph\u1ee9c t\u1ea1p nh\u01b0 ph\u1eabu thu\u1eadt n\u1ed9i soi, gh\u00e9p t\u1ea1ng, hay ph\u1eabu thu\u1eadt tim m\u1ea1ch v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u1ebfn t\u1eebng milim\u00e9t.<\/p><p>H\u1ec7 th\u1ed1ng da Vinci &#8211; m\u1ed9t trong nh\u1eefng h\u1ec7 th\u1ed1ng ph\u1eabu thu\u1eadt t\u00ean tu\u1ed5i nh\u1ea5t, gi\u00fap gi\u1ea3m thi\u1ec3u x\u00e2m l\u1ea5n, r\u00fat ng\u1eafn th\u1eddi gian h\u1ed3i ph\u1ee5c v\u00e0 \u0111em l\u1ea1i k\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n cho b\u1ec7nh nh\u00e2n. H\u01a1n n\u1eefa, v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng, c\u00e1c robot ph\u1eabu thu\u1eadt t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 t\u1ef1 h\u1ecdc h\u1ecfi t\u1eeb h\u00e0ng ngh\u00ecn ca ph\u1eabu thu\u1eadt tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng x\u1eed l\u00fd t\u00ecnh hu\u1ed1ng, t\u1ed1i \u01b0u h\u00f3a k\u1ef9 thu\u1eadt v\u00e0 t\u0103ng \u0111\u1ed9 an to\u00e0n.<\/p><p style=\"text-align: center;\"><button translate=\"no\" class=\"btg-button btg-button-2\" data-btnid=\"2\" id=\"VN_POSTCTA\" data-url=\"https:\/\/vbee.vn\/register?utm_source=BL&amp;utm_medium=REF&amp;utm_term=ID2&amp;utm_campaign=INT_UNK_CTA_UNK_UNK_A_VN_S_UNK_UNK\" data-action=\"link\" data-target=\"_self\">D\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<span class=\" btg-icon \"><\/span><\/button><h3><span class=\"ez-toc-section\" id=\"22_AI_ho_tro_ke_don_thuoc_va_toi_uu_hoa_lieu_trinh_dieu_tri\"><\/span>2.2. AI h\u1ed7 tr\u1ee3 k\u00ea \u0111\u01a1n thu\u1ed1c v\u00e0 t\u1ed1i \u01b0u ho\u00e1 li\u1ec7u tr\u00ecnh \u0111i\u1ec1u tr\u1ecb<span class=\"ez-toc-section-end\"><\/span><\/h3><p><a href=\"https:\/\/vbee.vn\/blog\/ai\/\">N\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> kh\u00f4ng ch\u1ec9 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 trong vi\u1ec7c k\u00ea \u0111\u01a1n m\u00e0 c\u00f2n t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 li\u1ec7u tr\u00ecnh \u0111i\u1ec1u tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u y t\u1ebf v\u00e0 t\u00ecnh tr\u1ea1ng s\u1ee9c kh\u1ecfe c\u1ee7a t\u1eebng b\u1ec7nh nh\u00e2n. H\u1ec7 th\u1ed1ng n\u00e0y s\u1eed d\u1ee5ng thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u h\u1ed3 s\u01a1 b\u1ec7nh \u00e1n, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c g\u1ee3i \u00fd \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p nh\u1ea5t.<\/p><p>V\u00ed d\u1ee5, IBM Watson for Health \u0111\u00e3 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 trong vi\u1ec7c l\u1ef1a ch\u1ecdn ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb ung th\u01b0 d\u1ef1a tr\u00ean c\u00e1c nghi\u00ean c\u1ee9u m\u1edbi nh\u1ea5t, h\u1ed3 s\u01a1 di truy\u1ec1n v\u00e0 d\u1eef li\u1ec7u b\u1ec7nh nh\u00e2n c\u1ee5 th\u1ec3. T\u1ef1 \u0111\u1ed9ng ho\u00e1 th\u00f4ng minh c\u0169ng gi\u00fap gi\u1ea3m thi\u1ec3u sai s\u00f3t y khoa, c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 \u0111i\u1ec1u tr\u1ecb v\u00e0 t\u0103ng c\u01b0\u1eddng tr\u1ea3i nghi\u1ec7m ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe c\u1ee7a b\u1ec7nh nh\u00e2n.<\/p><figure id=\"attachment_21017\" aria-describedby=\"caption-attachment-21017\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21017\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/AI-ho-tro-ke-don-va-toi-uu-hoa-lieu-trinh-dieu-tri.webp\" alt=\"Tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 li\u1ec7u tr\u00ecnh \u0111i\u1ec1u tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u y t\u1ebf.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/AI-ho-tro-ke-don-va-toi-uu-hoa-lieu-trinh-dieu-tri.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/AI-ho-tro-ke-don-va-toi-uu-hoa-lieu-trinh-dieu-tri-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21017\" class=\"wp-caption-text\">Tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 li\u1ec7u tr\u00ecnh \u0111i\u1ec1u tr\u1ecb d\u1ef1a tr\u00ean d\u1eef li\u1ec7u y t\u1ebf.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"23_Giam_sat_benh_nhan_tu_xa\"><\/span>2.3. Gi\u00e1m s\u00e1t b\u1ec7nh nh\u00e2n t\u1eeb xa<span class=\"ez-toc-section-end\"><\/span><\/h3><p>V\u1edbi s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb IoT v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, vi\u1ec7c gi\u00e1m s\u00e1t b\u1ec7nh nh\u00e2n t\u1eeb xa tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n bao gi\u1edd h\u1ebft. C\u00e1c thi\u1ebft b\u1ecb nh\u01b0 smartwatch, c\u1ea3m bi\u1ebfn y t\u1ebf c\u00f3 kh\u1ea3 n\u0103ng theo d\u00f5i li\u00ean t\u1ee5c c\u00e1c ch\u1ec9 s\u1ed1 sinh t\u1ed3n nh\u01b0 nh\u1ecbp tim, huy\u1ebft \u00e1p, \u0111\u01b0\u1eddng huy\u1ebft. C\u00f4ng ngh\u1ec7 th\u00f4ng minh ph\u00e2n t\u00edch d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c trong th\u1eddi gian th\u1ef1c, ph\u00e1t hi\u1ec7n nh\u1eefng b\u1ea5t th\u01b0\u1eddng v\u00e0 g\u1eedi c\u1ea3nh b\u00e1o ngay l\u1eadp t\u1ee9c \u0111\u1ebfn b\u00e1c s\u0129 ho\u1eb7c ng\u01b0\u1eddi ch\u0103m s\u00f3c.<\/p><p>\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng v\u1edbi b\u1ec7nh nh\u00e2n m\u1eafc c\u00e1c b\u1ec7nh m\u00e3n t\u00ednh nh\u01b0 ti\u1ec3u \u0111\u01b0\u1eddng, tim m\u1ea1ch ho\u1eb7c ng\u01b0\u1eddi cao tu\u1ed5i, gi\u00fap gi\u1ea3m nguy c\u01a1 bi\u1ebfn ch\u1ee9ng v\u00e0 can thi\u1ec7p k\u1ecbp th\u1eddi. Ngo\u00e0i ra, h\u1ec7 th\u1ed1ng th\u00f4ng minh c\u00f2n h\u1ed7 tr\u1ee3 d\u1ef1 \u0111o\u00e1n c\u00e1c \u0111\u1ee3t b\u1ec7nh c\u1ea5p t\u00ednh d\u1ef1a tr\u00ean m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y, gi\u00fap b\u1ec7nh nh\u00e2n tr\u00e1nh \u0111\u01b0\u1ee3c nh\u1eefng t\u00ecnh hu\u1ed1ng nguy hi\u1ec3m.<\/p><h2><span class=\"ez-toc-section\" id=\"3_Su_dung_AI_de_quan_ly_va_cham_soc_suc_khoe_tu_xa\"><\/span>3. S\u1eed d\u1ee5ng AI \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1eeb xa<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"31_Ung_dung_chatbot_va_tro_ly_ao_y_te\"><\/span>3.1. \u1ee8ng d\u1ee5ng chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o y t\u1ebf<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Tr\u00ed tu\u1ec7 s\u1ed1 \u0111\u00e3 ph\u00e1t tri\u1ec3n c\u00e1c <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/chatbot-la-gi\/\">chatbot<\/a> v\u00e0 <a href=\"https:\/\/vbee.vn\/blog\/chia-se\/tro-ly-ao-la-gi\/\">tr\u1ee3 l\u00fd \u1ea3o<\/a> tr\u1edf th\u00e0nh &#8220;b\u00e1c s\u0129 tr\u1ef1c tuy\u1ebfn&#8221; s\u1eb5n s\u00e0ng ph\u1ee5c v\u1ee5 m\u1ecdi ng\u01b0\u1eddi 24\/7. Nh\u1eefng \u1ee9ng d\u1ee5ng n\u00e0y kh\u00f4ng ch\u1ec9 tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi y t\u1ebf c\u01a1 b\u1ea3n m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 ch\u1ea9n \u0111o\u00e1n s\u01a1 b\u1ed9, nh\u1eafc nh\u1edf l\u1ecbch u\u1ed1ng thu\u1ed1c v\u00e0 \u0111\u1eb7t l\u1ecbch h\u1eb9n v\u1edbi b\u00e1c s\u0129.<\/p><p>Babylon Health l\u00e0 m\u1ed9t v\u00ed d\u1ee5 n\u1ed5i b\u1eadt cho ph\u00e9p b\u1ec7nh nh\u00e2n nh\u1eadp tri\u1ec7u ch\u1ee9ng \u0111\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c ph\u00e2n t\u00edch ngay l\u1eadp t\u1ee9c v\u00e0 l\u1eddi khuy\u00ean y t\u1ebf ch\u00ednh x\u00e1c. T\u1ea1i Vi\u1ec7t Nam, c\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 DrAid \u0111ang b\u01b0\u1edbc \u0111\u1ea7u ph\u00e1t tri\u1ec3n tr\u1ee3 l\u00fd y t\u1ebf cho ng\u01b0\u1eddi d\u00e2n v\u00f9ng s\u00e2u, v\u00f9ng xa, gi\u00fap gi\u1ea3m b\u1edbt g\u00e1nh n\u1eb7ng v\u1ec1 thi\u1ebfu h\u1ee5t nh\u00e2n l\u1ef1c y t\u1ebf t\u1ea1i nh\u1eefng khu v\u1ef1c kh\u00f3 ti\u1ebfp c\u1eadn.<\/p><h3><span class=\"ez-toc-section\" id=\"32_Ho_tro_quan_ly_benh_vien\"><\/span>3.2. H\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd b\u1ec7nh vi\u1ec7n<span class=\"ez-toc-section-end\"><\/span><\/h3><p>H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh kh\u00f4ng ch\u1ec9 gi\u00fap \u00edch trong vi\u1ec7c \u0111i\u1ec1u tr\u1ecb m\u00e0 c\u00f2n \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong qu\u1ea3n l\u00fd v\u1eadn h\u00e0nh b\u1ec7nh vi\u1ec7n. C\u00e1c h\u1ec7 th\u1ed1ng nh\u01b0 Qventus t\u1ea1i M\u1ef9 \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh lu\u1ed3ng b\u1ec7nh nh\u00e2n, t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c ph\u00e2n b\u1ed5 gi\u01b0\u1eddng b\u1ec7nh, gi\u1ea3m thi\u1ec3u th\u1eddi gian ch\u1edd \u0111\u1ee3i v\u00e0 c\u1ea3i thi\u1ec7n l\u1ecbch ph\u1eabu thu\u1eadt. C\u00f4ng ngh\u1ec7 n\u00e0y c\u00f2n h\u1ed7 tr\u1ee3 trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng y t\u1ebf, \u0111\u1ea3m b\u1ea3o r\u1eb1ng b\u1ec7nh vi\u1ec7n lu\u00f4n c\u00f3 \u0111\u1ee7 thu\u1ed1c v\u00e0 trang thi\u1ebft b\u1ecb c\u1ea7n thi\u1ebft.<\/p><p>Ngo\u00e0i ra, c\u00f4ng ngh\u1ec7 n\u00e0y c\u00f2n ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1ec7nh vi\u1ec7n \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c, t\u1eeb vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a nh\u00e2n l\u1ef1c \u0111\u1ebfn gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh. Qua \u0111\u00f3 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m cho c\u1ea3 b\u1ec7nh nh\u00e2n v\u00e0 nh\u00e2n vi\u00ean y t\u1ebf.<\/p><figure id=\"attachment_21020\" aria-describedby=\"caption-attachment-21020\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21020\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Ho-tro-quan-ly-benh-vien.webp\" alt=\"C\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh lu\u1ed3ng b\u1ec7nh nh\u00e2n.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Ho-tro-quan-ly-benh-vien.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Ho-tro-quan-ly-benh-vien-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21020\" class=\"wp-caption-text\">C\u00f4ng ngh\u1ec7 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n v\u00e0 \u0111i\u1ec1u ch\u1ec9nh lu\u1ed3ng b\u1ec7nh nh\u00e2n.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"4_Ung_dung_AI_trong_nghien_cuu_va_sang_che_duoc_pham\"><\/span>4. \u1ee8ng d\u1ee5ng AI trong nghi\u00ean c\u1ee9u v\u00e0 s\u00e1ng ch\u1ebf d\u01b0\u1ee3c ph\u1ea9m<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"41_Tang_toc_qua_trinh_phat_trien_thuoc\"><\/span>4.1. T\u0103ng t\u1ed1c qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n thu\u1ed1c<span class=\"ez-toc-section-end\"><\/span><\/h3><p>AI \u0111ang thay \u0111\u1ed5i c\u00e1ch ph\u00e1t tri\u1ec3n thu\u1ed1c, t\u1eeb vi\u1ec7c t\u00ecm ki\u1ebfm ph\u00e2n t\u1eed m\u1edbi \u0111\u1ebfn t\u1ed1i \u01b0u h\u00f3a th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng. Thay v\u00ec m\u1ea5t nhi\u1ec1u n\u0103m \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t lo\u1ea1i thu\u1ed1c m\u1edbi, c\u00f4ng ngh\u1ec7 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u h\u1ee3p ch\u1ea5t h\u00f3a h\u1ecdc \u0111\u1ec3 t\u00ecm ra \u1ee9ng vi\u00ean ti\u1ec1m n\u0103ng ch\u1ec9 trong v\u00e0i th\u00e1ng. M\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh l\u00e0 c\u00f4ng ty Insilico Medicine \u0111\u00e3 s\u1eed d\u1ee5ng tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o \u0111\u1ec3 ph\u00e1t tri\u1ec3n m\u1ed9t lo\u1ea1i thu\u1ed1c ch\u1eefa b\u1ec7nh trong th\u1eddi gian ng\u1eafn k\u1ef7 l\u1ee5c, gi\u00fap ti\u1ebft ki\u1ec7m h\u00e0ng t\u1ef7 \u0111\u00f4 la chi ph\u00ed nghi\u00ean c\u1ee9u.<\/p><h3><span class=\"ez-toc-section\" id=\"42_Phan_tich_du_lieu_hoa_hoc_va_sinh_hoc\"><\/span>4.2. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00f3a h\u1ecdc v\u00e0 sinh h\u1ecdc<span class=\"ez-toc-section-end\"><\/span><\/h3><p>N\u1ec1n t\u1ea3ng tr\u00ed tu\u1ec7 gi\u00fap x\u1eed l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u h\u00f3a h\u1ecdc v\u00e0 sinh h\u1ecdc m\u1ed9t c\u00e1ch nhanh ch\u00f3ng, cho ph\u00e9p c\u00e1c nh\u00e0 khoa h\u1ecdc kh\u00e1m ph\u00e1 v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c h\u1ee3p ch\u1ea5t h\u00f3a h\u1ecdc m\u1edbi. Th\u00f4ng qua c\u00e1c m\u00f4 h\u00ecnh <a href=\"https:\/\/vbee.vn\/blog\/ai\/machine-learning\/\">h\u1ecdc m\u00e1y (Machine Learning)<\/a>, b\u1ed9 x\u1eed l\u00fd th\u00f4ng minh c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c c\u00e1c t\u01b0\u01a1ng t\u00e1c sinh h\u1ecdc gi\u1eefa c\u00e1c ph\u00e2n t\u1eed, gi\u00fap t\u0103ng kh\u1ea3 n\u0103ng t\u00ecm ra c\u00e1c lo\u1ea1i thu\u1ed1c hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 gi\u1ea3m thi\u1ec3u t\u1ef7 l\u1ec7 th\u1ea5t b\u1ea1i trong giai \u0111o\u1ea1n th\u1eed nghi\u1ec7m.<\/p><h3><span class=\"ez-toc-section\" id=\"43_Phat_trien_vac-xin\"><\/span>4.3. Ph\u00e1t tri\u1ec3n v\u1eafc-xin<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng trong vi\u1ec7c ph\u00e1t tri\u1ec3n v\u1eafc-xin, \u0111\u1eb7c bi\u1ec7t l\u00e0 trong c\u00e1c t\u00ecnh hu\u1ed1ng kh\u1ea9n c\u1ea5p nh\u01b0 \u0111\u1ea1i d\u1ecbch COVID-19. C\u00f4ng ngh\u1ec7 s\u1ed1 th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ea5u tr\u00fac protein c\u1ee7a virus, gi\u00fap c\u00e1c nh\u00e0 khoa h\u1ecdc nhanh ch\u00f3ng t\u00ecm ra c\u00e1c th\u00e0nh ph\u1ea7n ph\u00f9 h\u1ee3p \u0111\u1ec3 t\u1ea1o ra v\u1eafc-xin. V\u00ed d\u1ee5, DeepMind s\u1eed d\u1ee5ng AI \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh c\u1ea5u tr\u00fac protein c\u1ee7a SARS-CoV-2, m\u1edf \u0111\u01b0\u1eddng cho vi\u1ec7c ph\u00e1t tri\u1ec3n v\u1eafc-xin ch\u1ec9 trong v\u00e0i th\u00e1ng, thay v\u00ec nhi\u1ec1u n\u0103m nh\u01b0 tr\u01b0\u1edbc \u0111\u00e2y.<\/p><figure id=\"attachment_21022\" aria-describedby=\"caption-attachment-21022\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21022\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Phat-trien-vac-xin.webp\" alt=\"AI c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ea5u tr\u00fac protein c\u1ee7a virus, gi\u00fap nhanh ch\u00f3ng t\u1ea1o ra v\u1eafc-xin.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Phat-trien-vac-xin.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Phat-trien-vac-xin-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21022\" class=\"wp-caption-text\">AI c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ea5u tr\u00fac protein c\u1ee7a virus, gi\u00fap nhanh ch\u00f3ng t\u1ea1o ra v\u1eafc-xin.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"44_Phan_tich_du_lieu_thu_nghiem_lam_sang\"><\/span>4.4. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o h\u1ed7 tr\u1ee3 t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 quy tr\u00ecnh th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng, t\u1eeb vi\u1ec7c ch\u1ecdn \u0111\u1ed1i t\u01b0\u1ee3ng th\u1eed nghi\u1ec7m ph\u00f9 h\u1ee3p \u0111\u1ebfn ph\u00e2n t\u00edch k\u1ebft qu\u1ea3 th\u1eed nghi\u1ec7m. H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n hi\u1ec7u qu\u1ea3 v\u00e0 t\u00e1c d\u1ee5ng ph\u1ee5 c\u1ee7a thu\u1ed1c, t\u1eeb \u0111\u00f3 gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng th\u1eed nghi\u1ec7m kh\u00f4ng c\u1ea7n thi\u1ebft v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 \u0111\u01b0a thu\u1ed1c ra th\u1ecb tr\u01b0\u1eddng. Ngo\u00e0i ra, t\u01b0 duy nh\u00e2n t\u1ea1o c\u00f2n ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb h\u00e0ng ngh\u00ecn th\u1eed nghi\u1ec7m tr\u01b0\u1edbc \u0111\u00f3 \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c \u0111\u1ec1 xu\u1ea5t c\u1ea3i ti\u1ebfn, n\u00e2ng cao t\u1ef7 l\u1ec7 th\u00e0nh c\u00f4ng.<\/p><h3><span class=\"ez-toc-section\" id=\"45_Phan_tich_du_lieu_lon_tu_y_van\"><\/span>4.5. Ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn t\u1eeb y v\u0103n<span class=\"ez-toc-section-end\"><\/span><\/h3><p>AI l\u00e0 c\u00f4ng c\u1ee5 m\u1ea1nh m\u1ebd \u0111\u1ec3 \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u t\u00e0i li\u1ec7u nghi\u00ean c\u1ee9u y h\u1ecdc tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. Thay v\u00ec m\u1ea5t nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 xem x\u00e9t c\u00e1c t\u00e0i li\u1ec7u, m\u00f4 h\u00ecnh th\u00f4ng minh c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c xu h\u01b0\u1edbng, ph\u00e1t hi\u1ec7n m\u1ed1i quan h\u1ec7 gi\u1eefa c\u00e1c nghi\u00ean c\u1ee9u v\u00e0 \u0111\u1ec1 xu\u1ea5t h\u01b0\u1edbng \u0111i m\u1edbi cho c\u00e1c d\u1ef1 \u00e1n nghi\u00ean c\u1ee9u. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch trong vi\u1ec7c kh\u00e1m ph\u00e1 nh\u1eefng l\u0129nh v\u1ef1c y h\u1ecdc c\u00f2n ch\u01b0a \u0111\u01b0\u1ee3c khai ph\u00e1 v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 \u0111\u1ed5i m\u1edbi trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m.<\/p><h2><span class=\"ez-toc-section\" id=\"5_Tuong_lai_cua_AI_trong_cham_soc_suc_khoe\"><\/span>5. T\u01b0\u01a1ng lai c\u1ee7a AI trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"51_Cai_tien_cong_nghe_cham_soc_suc_khoe\"><\/span>5.1. C\u1ea3i ti\u1ebfn c\u00f4ng ngh\u1ec7 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe<span class=\"ez-toc-section-end\"><\/span><\/h3><p>AI v\u1edbi <a href=\"https:\/\/vbee.vn\/blog\/ai\/deep-learning\/\">c\u00f4ng ngh\u1ec7 Deep Learning<\/a> \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd mang l\u1ea1i nh\u1eefng c\u1ea3i ti\u1ebfn v\u01b0\u1ee3t b\u1eadc trong vi\u1ec7c ph\u00e1t hi\u1ec7n b\u1ec7nh nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n. H\u1ec7 th\u1ed1ng th\u00f4ng minh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u y t\u1ebf trong th\u1eddi gian ng\u1eafn, t\u1eeb \u0111\u00f3 gi\u00fap b\u00e1c s\u0129 nh\u1eadn di\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u b\u1ec7nh l\u00fd ngay \u1edf giai \u0111o\u1ea1n s\u1edbm, ch\u1eb3ng h\u1ea1n nh\u01b0 ung th\u01b0 ho\u1eb7c c\u00e1c b\u1ec7nh tim m\u1ea1ch.<\/p><figure id=\"attachment_21018\" aria-describedby=\"caption-attachment-21018\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21018\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Cai-tien-cong-nghe-cham-soc-suc-khoe.webp\" alt=\"H\u1ec7 th\u1ed1ng th\u00f4ng minh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u y t\u1ebf trong th\u1eddi gian ng\u1eafn.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Cai-tien-cong-nghe-cham-soc-suc-khoe.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Cai-tien-cong-nghe-cham-soc-suc-khoe-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21018\" class=\"wp-caption-text\">H\u1ec7 th\u1ed1ng th\u00f4ng minh c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u d\u1eef li\u1ec7u y t\u1ebf trong th\u1eddi gian ng\u1eafn.<\/figcaption><\/figure><p>Ngo\u00e0i ra, AI h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 trong vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch \u0111i\u1ec1u tr\u1ecb c\u00e1 nh\u00e2n h\u00f3a d\u1ef1a tr\u00ean h\u1ed3 s\u01a1 s\u1ee9c kh\u1ecfe v\u00e0 di truy\u1ec1n c\u1ee7a b\u1ec7nh nh\u00e2n, \u0111\u1ed3ng th\u1eddi gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c y\u1ebfu t\u1ed1 r\u1ee7i ro ti\u1ec1m t\u00e0ng \u0111\u1ec3 c\u00f3 bi\u1ec7n ph\u00e1p ph\u00f2ng ng\u1eeba hi\u1ec7u qu\u1ea3. C\u00f4ng ngh\u1ec7 n\u00e0y c\u0169ng g\u00f3p ph\u1ea7n n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe b\u1eb1ng c\u00e1ch t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c, gi\u1ea3m thi\u1ec3u sai s\u00f3t y khoa v\u00e0 cung c\u1ea5p tr\u1ea3i nghi\u1ec7m t\u1ed1t h\u01a1n cho b\u1ec7nh nh\u00e2n.<\/p><h3><span class=\"ez-toc-section\" id=\"52_Y_te_tu_xa\"><\/span>5.2. Y t\u1ebf t\u1eeb xa<span class=\"ez-toc-section-end\"><\/span><\/h3><p><a href=\"https:\/\/vbee.vn\/blog\/chia-se\/telehealth-la-gi\/\">Y t\u1ebf t\u1eeb xa<\/a> \u0111ang d\u1ea7n tr\u1edf th\u00e0nh m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong h\u1ec7 th\u1ed1ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe to\u00e0n c\u1ea7u. AI cho ph\u00e9p cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe v\u00e0 theo d\u00f5i b\u1ec7nh nh\u00e2n \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u, gi\u00fap gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 thi\u1ebfu h\u1ee5t nh\u00e2n l\u1ef1c y t\u1ebf t\u1ea1i c\u00e1c khu v\u1ef1c n\u00f4ng th\u00f4n ho\u1eb7c v\u00f9ng s\u00e2u, v\u00f9ng xa.<\/p><p>B\u1ec7nh nh\u00e2n c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 t\u01b0 v\u1ea5n v\u00e0 ch\u0103m s\u00f3c y t\u1ebf theo th\u1eddi gian th\u1ef1c th\u00f4ng qua c\u00e1c \u1ee9ng d\u1ee5ng ho\u1eb7c thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i. Ch\u1eb3ng h\u1ea1n, c\u00e1c h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u s\u1ee9c kh\u1ecfe \u0111\u01b0\u1ee3c thu th\u1eadp t\u1eeb thi\u1ebft b\u1ecb \u0111eo th\u00f4ng minh ho\u1eb7c c\u1ea3m bi\u1ebfn y t\u1ebf, sau \u0111\u00f3 chia s\u1ebb k\u1ebft qu\u1ea3 v\u1edbi b\u00e1c s\u0129 \u0111\u1ec3 \u0111\u01b0a ra h\u01b0\u1edbng d\u1eabn \u0111i\u1ec1u tr\u1ecb t\u1eeb xa. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ea3i thi\u1ec7n t\u00ednh ti\u1ec7n l\u1ee3i m\u00e0 c\u00f2n gi\u00fap b\u1ec7nh nh\u00e2n ki\u1ec3m so\u00e1t s\u1ee9c kh\u1ecfe t\u1ed1t h\u01a1n m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn tr\u1ef1c ti\u1ebfp b\u1ec7nh vi\u1ec7n, \u0111\u1eb7c bi\u1ec7t trong c\u00e1c tr\u01b0\u1eddng h\u1ee3p b\u1ec7nh m\u00e3n t\u00ednh ho\u1eb7c c\u1ea7n theo d\u00f5i d\u00e0i h\u1ea1n.<\/p><figure id=\"attachment_21024\" aria-describedby=\"caption-attachment-21024\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21024\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Y-te-tu-xa.webp\" alt=\"B\u1ec7nh nh\u00e2n c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 t\u01b0 v\u1ea5n v\u00e0 ch\u0103m s\u00f3c y t\u1ebf qua c\u00e1c \u1ee9ng d\u1ee5ng.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Y-te-tu-xa.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Y-te-tu-xa-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21024\" class=\"wp-caption-text\">B\u1ec7nh nh\u00e2n c\u00f3 th\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c s\u1ef1 t\u01b0 v\u1ea5n v\u00e0 ch\u0103m s\u00f3c y t\u1ebf qua c\u00e1c \u1ee9ng d\u1ee5ng.<\/figcaption><\/figure><h2><span class=\"ez-toc-section\" id=\"6_Thach_thuc_khi_ung_dung_AI_trong_y_te\"><\/span>6. Th\u00e1ch th\u1ee9c khi \u1ee9ng d\u1ee5ng AI trong y t\u1ebf<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"61_Chi_phi_va_nguon_luc\"><\/span>6.1. Chi ph\u00ed v\u00e0 ngu\u1ed3n l\u1ef1c<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Vi\u1ec7c tri\u1ec3n khai tr\u00ed th\u00f4ng minh nh\u00e2n t\u1ea1o trong l\u0129nh v\u1ef1c y t\u1ebf \u0111\u00f2i h\u1ecfi s\u1ef1 \u0111\u1ea7u t\u01b0 l\u1edbn v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u v\u00e0 t\u00e0i nguy\u00ean \u0111i\u1ec7n to\u00e1n. H\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch th\u00f4ng minh y\u00eau c\u1ea7u m\u00e1y m\u00f3c hi\u1ec7n \u0111\u1ea1i, m\u00e1y ch\u1ee7 m\u1ea1nh m\u1ebd v\u00e0 kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3, \u0111i\u1ec1u m\u00e0 nhi\u1ec1u c\u01a1 s\u1edf y t\u1ebf nh\u1ecf ho\u1eb7c t\u1ea1i c\u00e1c n\u01b0\u1edbc \u0111ang ph\u00e1t tri\u1ec3n kh\u00f3 c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng. Ngo\u00e0i ra, vi\u1ec7c \u0111\u00e0o t\u1ea1o nh\u00e2n l\u1ef1c chuy\u00ean m\u00f4n \u0111\u1ec3 v\u1eadn h\u00e0nh v\u00e0 duy tr\u00ec c\u00e1c h\u1ec7 th\u1ed1ng AI c\u0169ng l\u00e0 m\u1ed9t <a href=\"https:\/\/vbee.vn\/blog\/chuyen-van-ban-thanh-giong-noi\/thach-thuc-han-che\/\">th\u00e1ch th\u1ee9c<\/a> l\u1edbn, c\u1ea7n c\u00f3 chi ph\u00ed v\u00e0 th\u1eddi gian d\u00e0i h\u1ea1n \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 mong mu\u1ed1n.<\/p><h3><span class=\"ez-toc-section\" id=\"62_Dinh_kien_voi_AI_con_nhieu_bat_cap\"><\/span>6.2. \u0110\u1ecbnh ki\u1ebfn v\u1edbi AI c\u00f2n nhi\u1ec1u b\u1ea5t c\u1eadp<span class=\"ez-toc-section-end\"><\/span><\/h3><p>M\u1eb7c d\u00f9 c\u00f4ng ngh\u1ec7 th\u00f4ng minh mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch r\u00f5 r\u00e0ng, nh\u01b0ng v\u1eabn t\u1ed3n t\u1ea1i nh\u1eefng \u0111\u1ecbnh ki\u1ebfn v\u00e0 lo ng\u1ea1i t\u1eeb c\u1ea3 b\u1ec7nh nh\u00e2n v\u00e0 c\u00e1c chuy\u00ean gia y t\u1ebf:<\/p><ul><li>B\u1ec7nh nh\u00e2n: Nhi\u1ec1u b\u1ec7nh nh\u00e2n kh\u00f4ng tin t\u01b0\u1edfng v\u00e0o vi\u1ec7c \u0111i\u1ec1u tr\u1ecb ho\u1eb7c ch\u1ea9n \u0111o\u00e1n b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, lo s\u1ee3 r\u1eb1ng m\u00e1y m\u00f3c kh\u00f4ng th\u1ec3 th\u1ea5u hi\u1ec3u c\u1ea3m x\u00fac ho\u1eb7c nhu c\u1ea7u c\u00e1 nh\u00e2n nh\u01b0 b\u00e1c s\u0129 con ng\u01b0\u1eddi. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn s\u1ef1 do d\u1ef1 khi ch\u1ea5p nh\u1eadn c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi trong ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe.<\/li><li>Vi\u1ec7c l\u00e0m: M\u1ed9t trong nh\u1eefng m\u1ed1i lo ng\u1ea1i l\u1edbn nh\u1ea5t \u0111\u1ed1i v\u1edbi c\u00e1c b\u00e1c s\u0129 l\u00e2m s\u00e0ng l\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y s\u1ebd thay th\u1ebf vai tr\u00f2 c\u1ee7a h\u1ecd, d\u1eabn \u0111\u1ebfn vi\u1ec7c b\u1ecb sa th\u1ea3i ho\u1eb7c m\u1ea5t vi\u1ec7c. M\u1eb7c d\u00f9 AI \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 h\u1ed7 tr\u1ee3 ch\u1ee9 kh\u00f4ng thay th\u1ebf ho\u00e0n to\u00e0n con ng\u01b0\u1eddi, nh\u01b0ng n\u1ed7i s\u1ee3 n\u00e0y v\u1eabn g\u00e2y ra s\u1ef1 ph\u1ea3n kh\u00e1ng trong vi\u1ec7c \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 m\u1edbi.<\/li><\/ul><figure id=\"attachment_21019\" aria-describedby=\"caption-attachment-21019\" style=\"width: 768px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-21019\" src=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Dinh-kien-voi-AI.webp\" alt=\"Nhi\u1ec1u b\u1ec7nh nh\u00e2n kh\u00f4ng tin t\u01b0\u1edfng v\u00e0o vi\u1ec7c \u0111i\u1ec1u tr\u1ecb ho\u1eb7c ch\u1ea9n \u0111o\u00e1n b\u1eb1ng AI.\" width=\"768\" height=\"512\" title=\"\" srcset=\"https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Dinh-kien-voi-AI.webp 768w, https:\/\/vbee.vn\/blog\/wp-content\/uploads\/2024\/12\/Dinh-kien-voi-AI-300x200.webp 300w\" sizes=\"(max-width: 768px) 100vw, 768px\" \/><figcaption id=\"caption-attachment-21019\" class=\"wp-caption-text\">Nhi\u1ec1u b\u1ec7nh nh\u00e2n kh\u00f4ng tin t\u01b0\u1edfng v\u00e0o vi\u1ec7c \u0111i\u1ec1u tr\u1ecb ho\u1eb7c ch\u1ea9n \u0111o\u00e1n b\u1eb1ng AI.<\/figcaption><\/figure><h3><span class=\"ez-toc-section\" id=\"63_Chat_luong_du_lieu\"><\/span>6.3. Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u<span class=\"ez-toc-section-end\"><\/span><\/h3><p>C\u00f4ng ngh\u1ec7 th\u00f4ng minh y t\u1ebf d\u1ef1a v\u00e0o c\u00e1c n\u1ec1n t\u1ea3ng <a href=\"https:\/\/vbee.vn\/blog\/ai\/cong-nghe-nen-tang-cua-ai\/\">d\u1eef li\u1ec7u l\u1edbn<\/a> \u0111\u1ec3 v\u1eadn h\u00e0nh hi\u1ec7u qu\u1ea3, nh\u01b0ng ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u l\u1ea1i l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 \u0111\u00e1ng lo ng\u1ea1i. C\u00e1c t\u1eadp d\u1eef li\u1ec7u y t\u1ebf th\u01b0\u1eddng kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7, kh\u00f4ng ch\u00ednh x\u00e1c ho\u1eb7c thi\u1ebfu t\u00ednh \u0111\u1ea1i di\u1ec7n, d\u1eabn \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh th\u00f4ng minh c\u00f3 th\u1ec3 \u0111\u01b0a ra nh\u1eefng d\u1ef1 \u0111o\u00e1n sai l\u1ea7m ho\u1eb7c quy\u1ebft \u0111\u1ecbnh kh\u00f4ng h\u1ee3p l\u00fd.<\/p><p>H\u01a1n n\u1eefa, c\u00e1c h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u y t\u1ebf t\u1eeb c\u00e1c b\u1ec7nh vi\u1ec7n v\u00e0 qu\u1ed1c gia kh\u00e1c nhau th\u01b0\u1eddng kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t, g\u00e2y kh\u00f3 kh\u0103n trong vi\u1ec7c t\u1ed5ng h\u1ee3p v\u00e0 ph\u00e2n t\u00edch. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi c\u00e1c khu\u00f4n kh\u1ed5 qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u ph\u1ea3i c\u1ef1c k\u1ef3 nghi\u00eam ng\u1eb7t v\u00e0 ti\u00eau chu\u1ea9n h\u00f3a, nh\u1eb1m \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c thu\u1eadt to\u00e1n AI ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean th\u00f4ng tin ch\u00ednh x\u00e1c v\u00e0 \u0111\u00e1ng tin c\u1eady.<\/p><h2><span class=\"ez-toc-section\" id=\"7_Mot_so_cau_hoi_thuong_gap_ve_ung_dung_AI_trong_y_te\"><\/span>7. M\u1ed9t s\u1ed1 c\u00e2u h\u1ecfi th\u01b0\u1eddng g\u1eb7p v\u1ec1 \u1ee9ng d\u1ee5ng AI trong y t\u1ebf<span class=\"ez-toc-section-end\"><\/span><\/h2><h3><span class=\"ez-toc-section\" id=\"71_AI_co_the_ho_tro_bac_si_chan_doan_benh_nhu_the_nao\"><\/span>7.1 AI c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 ch\u1ea9n \u0111o\u00e1n b\u1ec7nh nh\u01b0 th\u1ebf n\u00e0o?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>AI \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a l\u0129nh v\u1ef1c ch\u1ea9n \u0111o\u00e1n y khoa th\u00f4ng qua nhi\u1ec1u c\u00e1ch:<\/p><ul><li>Ph\u00e2n t\u00edch h\u00ecnh \u1ea3nh y khoa: AI gi\u00fap \u0111\u1ecdc v\u00e0 ph\u00e2n t\u00edch phim X-quang, CT, MRI nhanh ch\u00f3ng v\u00e0 ch\u00ednh x\u00e1c h\u01a1n. H\u1ec7 th\u1ed1ng c\u1ee7a Google Health c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n ung th\u01b0 v\u00fa ch\u00ednh x\u00e1c h\u01a1n v\u00e0 gi\u1ea3m t\u1ef7 l\u1ec7 ch\u1ea9n \u0111o\u00e1n sai.<\/li><li>Ph\u00e2n t\u00edch gen: AI gi\u1ea3i m\u00e3 b\u1ed9 gen v\u1edbi t\u1ed1c \u0111\u1ed9 v\u01b0\u1ee3t tr\u1ed9i, d\u1ef1 \u0111o\u00e1n nguy c\u01a1 m\u1eafc b\u1ec7nh di truy\u1ec1n v\u00e0 h\u1ed7 tr\u1ee3 thi\u1ebft k\u1ebf ph\u00e1c \u0111\u1ed3 \u0111i\u1ec1u tr\u1ecb t\u1ed1i \u01b0u.<\/li><li>Ph\u00e2n t\u00edch si\u00eau \u00e2m: C\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 Caption AI c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng \u0111\u00e1nh gi\u00e1 h\u00ecnh \u1ea3nh si\u00eau \u00e2m v\u00e0 h\u1ed7 tr\u1ee3 b\u00e1c s\u0129 \u0111\u01b0a ra ch\u1ea9n \u0111o\u00e1n ch\u00ednh x\u00e1c.<\/li><\/ul><h3><span class=\"ez-toc-section\" id=\"72_Robot_phau_thuat_co_nhung_uu_diem_gi_so_voi_phau_thuat_truyen_thong\"><\/span>7.2 Robot ph\u1eabu thu\u1eadt c\u00f3 nh\u1eefng \u01b0u \u0111i\u1ec3m g\u00ec so v\u1edbi ph\u1eabu thu\u1eadt truy\u1ec1n th\u1ed1ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Robot ph\u1eabu thu\u1eadt mang l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch v\u01b0\u1ee3t tr\u1ed9i:<\/p><ul><li>\u0110\u1ed9 ch\u00ednh x\u00e1c cao: Robot c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ca m\u1ed5 ph\u1ee9c t\u1ea1p v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u1ebfn t\u1eebng milim\u00e9t<\/li><li>Gi\u1ea3m x\u00e2m l\u1ea5n: H\u1ec7 th\u1ed1ng da Vinci gi\u00fap gi\u1ea3m thi\u1ec3u x\u00e2m l\u1ea5n, r\u00fat ng\u1eafn th\u1eddi gian h\u1ed3i ph\u1ee5c<\/li><li>K\u1ebft qu\u1ea3 t\u1ed1t h\u01a1n: Mang l\u1ea1i k\u1ebft qu\u1ea3 \u0111i\u1ec1u tr\u1ecb t\u1ed1t h\u01a1n cho b\u1ec7nh nh\u00e2n<\/li><li>T\u1ef1 h\u1ecdc v\u00e0 c\u1ea3i thi\u1ec7n: Robot ph\u1eabu thu\u1eadt t\u01b0\u01a1ng lai c\u00f3 th\u1ec3 t\u1ef1 h\u1ecdc t\u1eeb h\u00e0ng ngh\u00ecn ca ph\u1eabu thu\u1eadt \u0111\u1ec3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng x\u1eed l\u00fd v\u00e0 t\u0103ng \u0111\u1ed9 an to\u00e0n<\/li><\/ul><h3><span class=\"ez-toc-section\" id=\"73_AI_co_the_giup_phat_trien_thuoc_moi_nhanh_hon_khong\"><\/span>7.3 AI c\u00f3 th\u1ec3 gi\u00fap ph\u00e1t tri\u1ec3n thu\u1ed1c m\u1edbi nhanh h\u01a1n kh\u00f4ng?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>C\u00f3, AI \u0111ang thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ph\u00e1t tri\u1ec3n thu\u1ed1c:<\/p><ul><li>T\u0103ng t\u1ed1c nghi\u00ean c\u1ee9u: Thay v\u00ec m\u1ea5t nhi\u1ec1u n\u0103m, AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch h\u00e0ng tri\u1ec7u h\u1ee3p ch\u1ea5t h\u00f3a h\u1ecdc \u0111\u1ec3 t\u00ecm \u1ee9ng vi\u00ean ti\u1ec1m n\u0103ng ch\u1ec9 trong v\u00e0i th\u00e1ng<\/li><li>Ti\u1ebft ki\u1ec7m chi ph\u00ed: C\u00f4ng ty Insilico Medicine \u0111\u00e3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e1t tri\u1ec3n thu\u1ed1c trong th\u1eddi gian k\u1ef7 l\u1ee5c, ti\u1ebft ki\u1ec7m h\u00e0ng t\u1ef7 \u0111\u00f4 la<\/li><li>Ph\u00e1t tri\u1ec3n v\u1eafc-xin: AI c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n c\u1ea5u tr\u00fac protein c\u1ee7a virus, gi\u00fap ph\u00e1t tri\u1ec3n v\u1eafc-xin nhanh ch\u00f3ng nh\u01b0 trong tr\u01b0\u1eddng h\u1ee3p COVID-19<\/li><li>T\u1ed1i \u01b0u th\u1eed nghi\u1ec7m l\u00e2m s\u00e0ng: AI h\u1ed7 tr\u1ee3 ch\u1ecdn \u0111\u1ed1i t\u01b0\u1ee3ng th\u1eed nghi\u1ec7m ph\u00f9 h\u1ee3p v\u00e0 ph\u00e2n t\u00edch k\u1ebft qu\u1ea3 hi\u1ec7u qu\u1ea3 h\u01a1n<\/li><\/ul><h3><span class=\"ez-toc-section\" id=\"74_Nhung_thach_thuc_chinh_khi_ung_dung_AI_trong_y_te_la_gi\"><\/span>7.4 Nh\u1eefng th\u00e1ch th\u1ee9c ch\u00ednh khi \u1ee9ng d\u1ee5ng AI trong y t\u1ebf l\u00e0 g\u00ec?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>C\u00f3 3 th\u00e1ch th\u1ee9c ch\u00ednh c\u1ea7n \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft:<\/p><ul><li>Chi ph\u00ed v\u00e0 ngu\u1ed3n l\u1ef1c: Vi\u1ec7c tri\u1ec3n khai AI \u0111\u00f2i h\u1ecfi \u0111\u1ea7u t\u01b0 l\u1edbn v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng, m\u00e1y m\u00f3c hi\u1ec7n \u0111\u1ea1i v\u00e0 \u0111\u00e0o t\u1ea1o nh\u00e2n l\u1ef1c chuy\u00ean m\u00f4n<\/li><li>\u0110\u1ecbnh ki\u1ebfn v\u00e0 lo ng\u1ea1i:<ul><li>B\u1ec7nh nh\u00e2n lo s\u1ee3 m\u00e1y m\u00f3c kh\u00f4ng th\u1ec3 th\u1ea5u hi\u1ec3u c\u1ea3m x\u00fac nh\u01b0 b\u00e1c s\u0129 con ng\u01b0\u1eddi<\/li><li>B\u00e1c s\u0129 lo ng\u1ea1i AI s\u1ebd thay th\u1ebf vai tr\u00f2 c\u1ee7a h\u1ecd<\/li><\/ul><\/li><li>Ch\u1ea5t l\u01b0\u1ee3ng d\u1eef li\u1ec7u: D\u1eef li\u1ec7u y t\u1ebf th\u01b0\u1eddng kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7, kh\u00f4ng ch\u00ednh x\u00e1c ho\u1eb7c thi\u1ebfu t\u00ednh \u0111\u1ea1i di\u1ec7n, c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn quy\u1ebft \u0111\u1ecbnh sai l\u1ea7m<\/li><\/ul><h3><span class=\"ez-toc-section\" id=\"75_Y_te_tu_xa_voi_AI_se_phat_trien_nhu_the_nao_trong_tuong_lai\"><\/span>7.5 Y t\u1ebf t\u1eeb xa v\u1edbi AI s\u1ebd ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o trong t\u01b0\u01a1ng lai?<span class=\"ez-toc-section-end\"><\/span><\/h3><p>Y t\u1ebf t\u1eeb xa v\u1edbi AI h\u1ee9a h\u1eb9n mang l\u1ea1i nh\u1eefng ti\u1ebfn b\u1ed9 \u0111\u00e1ng k\u1ec3:<\/p><ul><li>Gi\u00e1m s\u00e1t 24\/7: Thi\u1ebft b\u1ecb IoT k\u1ebft h\u1ee3p AI theo d\u00f5i li\u00ean t\u1ee5c c\u00e1c ch\u1ec9 s\u1ed1 sinh t\u1ed3n, ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng v\u00e0 c\u1ea3nh b\u00e1o ngay l\u1eadp t\u1ee9c<\/li><li>Chatbot v\u00e0 tr\u1ee3 l\u00fd \u1ea3o: C\u00e1c \u1ee9ng d\u1ee5ng nh\u01b0 Babylon Health cung c\u1ea5p d\u1ecbch v\u1ee5 t\u01b0 v\u1ea5n y t\u1ebf 24\/7, ch\u1ea9n \u0111o\u00e1n s\u01a1 b\u1ed9 v\u00e0 nh\u1eafc nh\u1edf u\u1ed1ng thu\u1ed1c<\/li><li>Gi\u1ea3i quy\u1ebft thi\u1ebfu h\u1ee5t nh\u00e2n l\u1ef1c: AI gi\u00fap cung c\u1ea5p d\u1ecbch v\u1ee5 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe t\u1ea1i c\u00e1c v\u00f9ng n\u00f4ng th\u00f4n, v\u00f9ng s\u00e2u v\u00f9ng xa<\/li><li>Ch\u0103m s\u00f3c c\u00e1 nh\u00e2n h\u00f3a: AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb thi\u1ebft b\u1ecb \u0111eo th\u00f4ng minh \u0111\u1ec3 \u0111\u01b0a ra h\u01b0\u1edbng d\u1eabn \u0111i\u1ec1u tr\u1ecb ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng b\u1ec7nh nh\u00e2n<\/li><\/ul><p>\u1ee8ng d\u1ee5ng AI trong y t\u1ebf \u0111ang m\u1edf ra c\u01a1 h\u1ed9i l\u1edbn \u0111\u1ec3 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe, t\u1eeb vi\u1ec7c ch\u1ea9n \u0111o\u00e1n s\u1edbm \u0111\u1ebfn \u0111i\u1ec1u tr\u1ecb c\u00e1 nh\u00e2n h\u00f3a. M\u1eb7c d\u00f9 c\u00f2n nhi\u1ec1u th\u00e1ch th\u1ee9c trong vi\u1ec7c tri\u1ec3n khai v\u00e0 v\u1eadn h\u00e0nh, nh\u01b0ng AI v\u1eabn l\u00e0 c\u00f4ng ngh\u1ec7 h\u1ee9a h\u1eb9n s\u1ebd tr\u1edf th\u00e0nh y\u1ebfu t\u1ed1 then ch\u1ed1t trong vi\u1ec7c n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng cu\u1ed9c s\u1ed1ng v\u00e0 ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe con ng\u01b0\u1eddi.<\/p>","protected":false},"excerpt":{"rendered":"<p>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang mang \u0111\u1ebfn nh\u1eefng thay \u0111\u1ed5i m\u1ea1nh m\u1ebd trong ng\u00e0nh y t\u1ebf, gi\u00fap c\u1ea3i thi\u1ec7n ch\u1ea9n \u0111o\u00e1n, \u0111i\u1ec1u tr\u1ecb v\u00e0 qu\u1ea3n l\u00fd s\u1ee9c kh\u1ecfe. B\u00e0i vi\u1ebft n\u00e0y s\u1ebd kh\u00e1m ph\u00e1 c\u00e1c \u1ee9ng d\u1ee5ng AI trong y t\u1ebf v\u00e0 t\u00e1c \u0111\u1ed9ng c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi t\u01b0\u01a1ng lai ch\u0103m s\u00f3c s\u1ee9c kh\u1ecfe&#8230;<\/p>\n","protected":false},"author":3,"featured_media":24855,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[217],"tags":[],"class_list":["post-21016","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"_links":{"self":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/21016","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/comments?post=21016"}],"version-history":[{"count":10,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/21016\/revisions"}],"predecessor-version":[{"id":28650,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/posts\/21016\/revisions\/28650"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media\/24855"}],"wp:attachment":[{"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/media?parent=21016"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/categories?post=21016"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vbee.vn\/blog\/wp-json\/wp\/v2\/tags?post=21016"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}