{"id":11020,"date":"2026-01-29T11:00:16","date_gmt":"2026-01-29T10:00:16","guid":{"rendered":"http:\/\/localhost\/10-principios-ia-farmaceutica-ema-fda\/"},"modified":"2026-01-29T11:00:16","modified_gmt":"2026-01-29T10:00:16","slug":"10-principios-ia-farmaceutica-ema-fda","status":"publish","type":"post","link":"https:\/\/oytec.es\/pt\/10-principios-ia-farmaceutica-ema-fda\/","title":{"rendered":"EMA e FDA: os 10 princ\u00edpios da IA farmac\u00eautica"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; custom_padding=&#8221;2px|||||&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.27.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; header_font=&#8221;Montserrat||||||||&#8221; header_text_align=&#8221;justify&#8221; header_font_size=&#8221;14px&#8221; text_orientation=&#8221;justified&#8221; hover_enabled=&#8221;0&#8243; global_colors_info=&#8221;{}&#8221; sticky_enabled=&#8221;0&#8243;]<\/p>\n<p>A Uni\u00e3o Europeia e os Estados Unidos publicaram os <strong><em>Princ\u00edpios orientadores das boas pr\u00e1ticas de IA no desenvolvimento de medicamentos<\/em><\/strong>, a 14 de janeiro de 2026, como parte de um esfor\u00e7o estrat\u00e9gico para harmonizar crit\u00e9rios regulamentares. A iniciativa de trabalho colaborativo EMA-FDA tem a miss\u00e3o de promover a seguran\u00e7a e a responsabilidade na utiliza\u00e7\u00e3o da Intelig\u00eancia Artificial, com o objetivo de tirar partido dos dados, da digitaliza\u00e7\u00e3o e da IA.<\/p>\n<p>Este trabalho foi analisado e divulgado por <strong>Guillem L\u00f3pez<\/strong>,<strong> CSV &#038; QA Manager <\/strong>da <strong>OYTEC<\/strong>, autor do artigo <a href=\"https:\/\/oytec.es\/wp-content\/uploads\/Los-10-principios-de-la-IA-farmaceutica-segun-la-EMA-y-la-FDA_Guillem-Lopez_OYTEC.pdf\" target=\"_blank\" rel=\"noopener\"><strong>&#8220;Los 10 principios de la IA farmac\u00e9utica seg\u00fan la EMA y la FDA&#8221; (Os 10 princ\u00edpios da IA farmac\u00eautica segundo a EMA e a FDA)<\/strong><\/a>.<\/p>\n<p>[\/et_pb_text][et_pb_image src=&#8221;https:\/\/oytec.es\/wp-content\/uploads\/Picture1-1843&#215;1080.png&#8221; title_text=&#8221;IA-FDA-EMA-graphic&#8221; align=&#8221;center&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;45%&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][et_pb_text ol_item_indent=&#8221;40px&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; ul_font=&#8221;Montserrat||||||||&#8221; ol_font=&#8221;Montserrat|&#8211;et_global_body_font_weight|||||||&#8221; ol_text_align=&#8221;justify&#8221; ol_line_height=&#8221;2em&#8221; header_2_font=&#8221;Montserrat||||||||&#8221; header_2_text_align=&#8221;justify&#8221; text_orientation=&#8221;justified&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Quadro comum, execu\u00e7\u00e3o distinta<\/h2>\n<p>O alinhamento de crit\u00e9rios entre as duas ag\u00eancias reguladoras tem como objetivo orientar a utiliza\u00e7\u00e3o da IA no \u00e2mbito farmac\u00eautico sem travar a inova\u00e7\u00e3o. No entanto, quando estes princ\u00edpios s\u00e3o transpostos para os rascunhos regulamentares, surgem matizes relevantes: objetivos partilhados, mas abordagens distintas. [\/et_pb_text][et_pb_gallery gallery_ids=&#8221;10668,10686&#8243; fullwidth=&#8221;on&#8221; _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; width=&#8221;50%&#8221; max_width=&#8221;100%&#8221; module_alignment=&#8221;center&#8221; box_shadow_style=&#8221;preset2&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_gallery][et_pb_text ol_item_indent=&#8221;40px&#8221; _builder_version=&#8221;4.27.5&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; ul_font=&#8221;Montserrat||||||||&#8221; ol_font=&#8221;Montserrat|&#8211;et_global_body_font_weight|||||||&#8221; ol_text_align=&#8221;justify&#8221; ol_line_height=&#8221;2em&#8221; header_2_font=&#8221;Montserrat||||||||&#8221; header_2_text_align=&#8221;justify&#8221; text_orientation=&#8221;justified&#8221; global_colors_info=&#8221;{}&#8221;]Nas conclus\u00f5es do artigo, L\u00f3pez destaca que <strong>\u201cO alinhamento regulamentar UE\u2013EUA em mat\u00e9ria de intelig\u00eancia artificial \u00e9 j\u00e1 vis\u00edvel e substancial, com uma vis\u00e3o comum baseada no risco, no <em>context of use<\/em>, na supervis\u00e3o humana, na governa\u00e7\u00e3o de dados e na gest\u00e3o do ciclo de vida.\u201d<\/strong>. N\u00e3o obstante, observa diferen\u00e7as: a EMA integra a IA no quadro GMP de forma preventiva e estruturada, enquanto a FDA d\u00e1 prioridade \u00e0 credibilidade e \u00e0 proporcionalidade ao uso. Estes princ\u00edpios est\u00e3o expostos no documento conjunto das ag\u00eancias <a href=\"https:\/\/oytec.es\/wp-content\/uploads\/guiding-principles-good-ai-practice-drug-development_en.pdf\" target=\"_blank\" rel=\"noopener\"><em>Guiding Principles of Good AI Practice in Drug Development<\/em><\/a>, bem como no <a href=\"https:\/\/www.gmp-compliance.org\/files\/guidemgr\/mp_vol4_chap4_annex22_consultation_guideline_en.pdf\" target=\"_blank\" rel=\"noopener\">rascunho do Anexo 22 da EMA<\/a> e no <a href=\"https:\/\/www.fda.gov\/media\/184830\/download\" target=\"_blank\" rel=\"noopener\">guia da FDA sobre o quadro de credibilidade da IA<\/a>.[\/et_pb_text][et_pb_text _builder_version=&#8221;4.27.4&#8243; _module_preset=&#8221;default&#8221; text_font=&#8221;Montserrat||||||||&#8221; header_font=&#8221;Montserrat||||||||&#8221; header_2_font=&#8221;Montserrat||||||||&#8221; header_2_text_align=&#8221;justify&#8221; text_orientation=&#8221;justified&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<h2>Como a OYTEC implementa a IA<\/h2>\n<p>A OYTEC implementa <strong>solu\u00e7\u00f5es de IA em ambientes GxP juntamente com parceiros tecnol\u00f3gicos como a Siemens e a Aizon<\/strong>, alinhando planos e relat\u00f3rios de credibilidade e o cumprimento GMP. Para aprofundar, pode contactar os <a href=\"https:\/\/www.oytec.es\/pt\/contacto\/\" target=\"_blank\" rel=\"noopener\">nossos especialistas.<\/a> [\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;9px|||||&#8221; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;][et_pb_row module_class=&#8221; et_pb_row_fullwidth&#8221; _builder_version=&#8221;4.16&#8243; width=&#8221;89%&#8221; width_tablet=&#8221;80%&#8221; width_phone=&#8221;&#8221; width_last_edited=&#8221;on|desktop&#8221; max_width=&#8221;89%&#8221; max_width_tablet=&#8221;80%&#8221; max_width_phone=&#8221;&#8221; max_width_last_edited=&#8221;on|desktop&#8221; custom_padding=&#8221;11px|0px|38.0469px|0px|false|false&#8221; z_index_tablet=&#8221;500&#8243; make_fullwidth=&#8221;on&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;4.16&#8243; custom_padding=&#8221;|||&#8221; global_colors_info=&#8221;{}&#8221; custom_padding__hover=&#8221;|||&#8221;][et_pb_divider _builder_version=&#8221;4.16&#8243; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_divider][et_pb_text _builder_version=&#8221;4.16&#8243; text_font=&#8221;Roboto||||||||&#8221; text_text_color=&#8221;#000000&#8243; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;]<strong style=\"color: #333333; font-size: 22px;\">\u00daltimas Not\u00edcias<\/strong>[\/et_pb_text][et_pb_blog fullwidth=&#8221;off&#8221; posts_number=&#8221;3&#8243; include_categories=&#8221;3,5,17,7&#8243; show_more=&#8221;on&#8221; show_date=&#8221;off&#8221; _builder_version=&#8221;4.16&#8243; z_index_tablet=&#8221;500&#8243; box_shadow_style=&#8221;preset3&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_blog][et_pb_button button_url=&#8221;https:\/\/oytec.es\/blog-oytec\/&#8221; button_text=&#8221;Mais not\u00edcias&#8221; button_alignment=&#8221;center&#8221; _builder_version=&#8221;4.16&#8243; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;][\/et_pb_button][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;#eef1f7&#8243; background_image=&#8221;https:\/\/www.oytec.es\/wp-content\/uploads\/2021\/03\/Footer_Oytec_400.jpg&#8221; background_enable_image=&#8221;off&#8221; custom_margin=&#8221;||-55px|||&#8221; custom_padding=&#8221;3px||3px|||&#8221; saved_tabs=&#8221;all&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_row column_structure=&#8221;1_5,1_5,1_5,1_5,1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; module_alignment=&#8221;center&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;-9px||20px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<strong>BARCELONA<\/strong>[\/et_pb_text][et_pb_text admin_label=&#8221;Texto&#8221; _builder_version=&#8221;4.16&#8243; text_font=&#8221;Roboto||||||||&#8221; text_text_color=&#8221;#636363&#8243; header_3_font=&#8221;|||on|||||&#8221; header_6_text_color=&#8221;#7c7c7c&#8221; background_layout=&#8221;dark&#8221; custom_padding=&#8221;0px|||||&#8221; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;]<\/p>\n<aside>@SANTCUGAT building<\/aside>\n<aside>Av. Via Augusta, 15-25<\/aside>\n<aside>08174 Sant Cugat del Vall\u00e8s<\/aside>\n<aside>Barcelona, ES<\/aside>\n<aside>+34 610 459 081<\/aside>\n<aside>\n<div>\n<div>info@oytec.es<\/div>\n<\/div>\n<\/aside>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; custom_margin=&#8221;-9px||20px||false|false&#8221; global_colors_info=&#8221;{}&#8221;]<strong>MADRID<\/strong>[\/et_pb_text][et_pb_text admin_label=&#8221;Texto&#8221; _builder_version=&#8221;4.16&#8243; text_font=&#8221;Roboto||||||||&#8221; text_text_color=&#8221;#636363&#8243; header_3_font=&#8221;|||on|||||&#8221; header_6_text_color=&#8221;#7c7c7c&#8221; background_layout=&#8221;dark&#8221; custom_padding=&#8221;0px|||||&#8221; z_index_tablet=&#8221;500&#8243; global_colors_info=&#8221;{}&#8221;]Carretera M-603 Fuencarral a Alcobendas Portal n\u00ba 44, Edificio 6, Piso Bajo, Puerta 23 28108, Alcobendas, Madrid[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/oytec.es\/wp-content\/uploads\/2023\/06\/CertificadoER-0524-2021_ES_2021-10-19-1.jpg&#8221; title_text=&#8221;CertificadoER-0524-2021_ES_2021-10-19-1&#8243; show_in_lightbox=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;50%&#8221; max_width=&#8221;50%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_image src=&#8221;https:\/\/oytec.es\/wp-content\/uploads\/2023\/06\/IQNetES-0524-2021_2021-10-19-1.jpg&#8221; title_text=&#8221;IQNetES-0524-2021_2021-10-19-1&#8243; show_in_lightbox=&#8221;on&#8221; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; width=&#8221;50%&#8221; max_width=&#8221;50%&#8221; global_colors_info=&#8221;{}&#8221;][\/et_pb_image][\/et_pb_column][et_pb_column type=&#8221;1_5&#8243; _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; global_colors_info=&#8221;{}&#8221;][et_pb_text _builder_version=&#8221;4.16&#8243; _module_preset=&#8221;default&#8221; background_color=&#8221;RGBA(255,255,255,0)&#8221; custom_margin=&#8221;-6px|||||&#8221; global_colors_info=&#8221;{}&#8221;]<\/p>\n<p style=\"text-align: right;\"><span style=\"color: #808080;\"><a style=\"color: #808080;\" href=\"https:\/\/www.oytec.es\/pt\/contacto\/\">CONTACT<\/a><\/span><\/p>\n<p style=\"text-align: right;\"><span style=\"color: #808080;\"><a style=\"color: #808080;\" href=\"https:\/\/www.oytec.es\/pt\/blog\/\">BLOG<\/a><\/span><\/p>\n<p style=\"text-align: right;\"><a href=\"https:\/\/www.oytec.es\/pt\/legal\/\"><span style=\"color: #808080;\">LEGAL<\/span><\/a><\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A Uni\u00e3o Europeia e os Estados Unidos publicaram os Princ\u00edpios orientadores das boas pr\u00e1ticas de IA no desenvolvimento de medicamentos, a 14 de janeiro de 2026, como parte de um esfor\u00e7o estrat\u00e9gico para harmonizar crit\u00e9rios regulamentares. A iniciativa de trabalho colaborativo EMA-FDA tem a miss\u00e3o de promover a seguran\u00e7a e a responsabilidade na utiliza\u00e7\u00e3o da [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":10695,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"<p><a style=\"font-size: 14px;\" href=\"https:\/\/oytec.es\/wp-content\/uploads\/Revista-Farmabiotec-Numero-18-66-71.pdf\"><img class=\"wp-image-10242 aligncenter\" src=\"https:\/\/oytec.es\/wp-content\/uploads\/Captura-revista-Guillem-800x561.png\" alt=\"\" width=\"445\" height=\"312\" \/><\/a>La FDA sit\u00faa la credibilidad como condici\u00f3n indispensable para utilizar IA en decisiones regulatorias farmac\u00e9uticas, en un marco proporcional al riesgo que exige trazabilidad, transparencia y validaci\u00f3n a lo largo de todo el ciclo de vida del modelo. Este enfoque ha sido sintetizado y divulgado por Guillem L\u00f3pez, CSV & QA Manager de OYTEC, autor del an\u00e1lisis publicado en el n\u00famero 18 de la revista FARMABIOTEC.<\/p><h2>Exigencias regulatorias<\/h2><p>El borrador emitido en enero de 2025 define que el rigor de la evaluaci\u00f3n debe ajustarse a la influencia del modelo en la decisi\u00f3n y a la severidad de sus consecuencias, articulando un plan de credibilidad y un reporte final que demuestre idoneidad para el contexto de uso. Entre los elementos clave se incluyen la definici\u00f3n de la pregunta de inter\u00e9s, el contexto de uso, la estratificaci\u00f3n de riesgo, la descripci\u00f3n t\u00e9cnica del modelo y datos, la validaci\u00f3n con m\u00e9tricas justificadas y la planificaci\u00f3n de mantenimiento y monitorizaci\u00f3n del desempe\u00f1o.<\/p><h2>Aportaci\u00f3n de OYTEC y su autor<\/h2><p>Desde OYTEC, Guillem L\u00f3pez destaca la necesidad de un <em>Credibility Assessment Plan<\/em> y un <em>Credibility Assessment Report<\/em> que conecten evidencia t\u00e9cnica con la toma de decisiones reguladas, integrando GxP y marcos como GAMP5 Ed.2 e ISPE para asegurar reproducibilidad y control del cambio.<\/p><h2>OYTEC y la IA, los partners<\/h2><p>OYTEC implementa soluciones de IA en entornos GxP junto a partners tecnol\u00f3gicos como Aizon, alineando planes y reportes de credibilidad con el marco FDA para asegurar trazabilidad, detecci\u00f3n de sesgos y vigilancia de drift post\u2011despliegue.<\/p><p>Para profundizar, puede consultar el art\u00edculo de Guillem L\u00f3pez en FARMABIOTEC (n\u00ba18, p\u00e1gs. 66\u201371)<a href=\"https:\/\/oytec.es\/wp-content\/uploads\/Revista-Farmabiotec-Numero-18-66-71.pdf\" target=\"_blank\" rel=\"noopener\"> Revista Farmabiotec - N\u00famero 18-66-71<\/a><\/p>","_et_gb_content_width":"","_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","footnotes":""},"categories":[209,213,211,210],"tags":[215,212,218,217,219,216],"class_list":["post-11020","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalizacao","category-gmp","category-ia","category-transformacao-digital","tag-215","tag-divulgacao","tag-ema","tag-fda","tag-gmp","tag-ia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>EMA e FDA: os 10 princ\u00edpios da IA farmac\u00eautica - OYTEC<\/title>\n<meta name=\"description\" content=\"An\u00e1lise dos princ\u00edpios de boas pr\u00e1ticas de IA em medicamentos segundo a EMA e a FDA, e de como a OYTEC implementa IA em ambientes GxP em conformidade com as GMP.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/oytec.es\/pt\/10-principios-ia-farmaceutica-ema-fda\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"EMA e FDA: os 10 princ\u00edpios da IA farmac\u00eautica - 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