{"id":17664,"date":"2025-04-24T15:32:12","date_gmt":"2025-04-24T15:32:12","guid":{"rendered":"https:\/\/thepublicationplan.com\/?p=17664"},"modified":"2025-04-24T15:32:14","modified_gmt":"2025-04-24T15:32:14","slug":"unlocking-the-potential-of-ai-in-global-healthcare-is-international-research-collaboration-the-key","status":"publish","type":"post","link":"https:\/\/thepublicationplan.com\/2025\/04\/24\/unlocking-the-potential-of-ai-in-global-healthcare-is-international-research-collaboration-the-key\/","title":{"rendered":"Unlocking the potential of AI in global healthcare: is international research collaboration the key?"},"content":{"rendered":"<hr \/>\n<p><strong>KEY TAKEAWAYS<\/strong><\/p>\n<ul>\n<li>North America, Europe, and Oceania are global leaders for the output of high-quality AI-powered life science research.<\/li>\n<li>International collaboration may be key to unlocking AI\u2019s full potential.<\/li>\n<\/ul>\n<hr \/>\n<p><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"17666\" data-permalink=\"https:\/\/thepublicationplan.com\/2025\/04\/24\/unlocking-the-potential-of-ai-in-global-healthcare-is-international-research-collaboration-the-key\/a-doctor-in-a-white-coat-holds-a-glowing-digital-globe-representing-global-healthcare-medical-advancements-and-interconnectedness\/\" data-orig-file=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?fit=5824%2C3264&amp;ssl=1\" data-orig-size=\"5824,3264\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;Naila art - stock.adobe.com&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;A doctor in a white coat holds a glowing digital globe representing global healthcare, medical advancements, and interconnectedness.&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;A doctor in a white coat holds a glowing digital globe representing global healthcare, medical advancements, and interconnectedness.&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?fit=300%2C168&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?fit=1024%2C574&amp;ssl=1\" class=\"aligncenter size-large wp-image-17666\" src=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=1024%2C574&#038;ssl=1\" alt=\"\" width=\"1024\" height=\"574\" srcset=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=1024%2C574&amp;ssl=1 1024w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=300%2C168&amp;ssl=1 300w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=768%2C430&amp;ssl=1 768w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=1536%2C861&amp;ssl=1 1536w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=2048%2C1148&amp;ssl=1 2048w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=1800%2C1009&amp;ssl=1 1800w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?resize=1320%2C740&amp;ssl=1 1320w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?w=2720&amp;ssl=1 2720w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/AdobeStock_1076822953.jpeg?w=4080&amp;ssl=1 4080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p>The use of artificial intelligence (AI) in life science research is rising exponentially, from aiding <a href=\"https:\/\/thepublicationplan.com\/2024\/06\/25\/could-advances-in-ai-accelerate-drug-development\/\" target=\"_blank\" rel=\"noopener\">drug development<\/a> to assisting in the <a href=\"https:\/\/thepublicationplan.com\/2025\/01\/15\/ai-accelerated-innovation-how-can-publishers-keep-up\/\" target=\"_blank\" rel=\"noopener\">publication process<\/a>. However, geographical imbalances in AI use could lead to biased models and implications for medical care.<\/p>\n<p><strong>Geographical variation<\/strong><\/p>\n<p>In an <a href=\"https:\/\/www.nature.com\/articles\/s41467-024-51714-x\" target=\"_blank\" rel=\"noopener\">article<\/a> for <a href=\"https:\/\/www.nature.com\/ncomms\/\" target=\"_blank\" rel=\"noopener\"><em>Nature Communications<\/em><\/a>, Dr Leo Schmallenbach and colleagues evaluated the geographical spread of AI-related life science research. Their analysis revealed geographical differences in the quantity, quality, and relevance of AI-related life science research.\u00a0<\/p>\n<ul>\n<li><strong>Quantity:<\/strong> The USA and China published the largest share of research, while countries in Africa and Latin America lagged behind. In 2020, China surpassed the USA to lead the world in <a href=\"https:\/\/public.flourish.studio\/visualisation\/12713451\/\" target=\"_blank\" rel=\"noopener\">the number of AI-related life science publications per year<\/a>, making Asia the continent with the largest cumulative output.<\/li>\n<li><strong>Quality:<\/strong> Northern America, Europe, and Oceania had a greater proportion of research published in high-ranking journals than Asia, Latin America, and Africa.<\/li>\n<li><strong>Relevance:<\/strong> Publications from Oceania, Europe, and Northern America were more frequently cited in life science and clinical research articles than those from Asia.<\/li>\n<\/ul>\n<blockquote>\n<p style=\"text-align: center;\"><em>\u201cAnalysis revealed geographical differences in the quantity, quality, and relevance of AI-related life science research.\u201d<\/em><\/p>\n<\/blockquote>\n<p><strong>International collaboration is key to success<\/strong><\/p>\n<p>The authors also compared research stemming from national versus international collaborations, with international collaborations defined as articles with authorship across 2 or more countries. International research collaborations were 35% more likely to be published in high-ranking journals and received 21% more citations in life science articles.<\/p>\n<p>Speaking to Global Health Otherwise, Dr Schmallenbach <a href=\"https:\/\/www.linkedin.com\/pulse\/from-horses-mouth-issue3-dr-leo-schmallenbach-aglzf\/\" target=\"_blank\" rel=\"noopener\">concluded<\/a> that \u201cinternational collaboration is critical to unlocking the full potential of AI in healthcare\u201d and called for policies encouraging more international partnerships.<\/p>\n<p>\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2014\u2013<img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"17671\" data-permalink=\"https:\/\/thepublicationplan.com\/2025\/04\/24\/unlocking-the-potential-of-ai-in-global-healthcare-is-international-research-collaboration-the-key\/aspirations_sienna-butterfield_1\/\" data-orig-file=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?fit=2576%2C314&amp;ssl=1\" data-orig-size=\"2576,314\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"\" data-image-description=\"\" data-image-caption=\"\" data-medium-file=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?fit=300%2C37&amp;ssl=1\" data-large-file=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?fit=1024%2C125&amp;ssl=1\" class=\"aligncenter size-large wp-image-17671\" src=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=1024%2C125&#038;ssl=1\" alt=\"\" width=\"1024\" height=\"125\" srcset=\"https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=1024%2C125&amp;ssl=1 1024w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=300%2C37&amp;ssl=1 300w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=768%2C94&amp;ssl=1 768w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=1536%2C187&amp;ssl=1 1536w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=2048%2C250&amp;ssl=1 2048w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=1800%2C219&amp;ssl=1 1800w, https:\/\/i0.wp.com\/thepublicationplan.com\/wp-content\/uploads\/2025\/04\/Aspirations_Sienna-Butterfield_1.png?resize=1320%2C161&amp;ssl=1 1320w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<div id=\"totalpoll\" class=\"totalpoll-wrapper totalpoll-uid-2e21fe0b6d537996d47c3d4b16d0e3cc is-ltr is-screen-vote\" totalpoll=\"17672\" totalpoll-uid=\"2e21fe0b6d537996d47c3d4b16d0e3cc\" totalpoll-screen=\"vote\" totalpoll-ajax-url=\"https:\/\/thepublicationplan.com\/wp-admin\/admin-ajax.php?action=totalpoll&totalpoll%5BpollId%5D=17672&totalpoll%5Baction%5D=view&totalpoll%5Bscreen%5D=vote\"><script type=\"text\/totalpoll-config\" totalpoll-config=\"17672\">{\"ajaxEndpoint\":\"https:\\\/\\\/thepublicationplan.com\\\/wp-admin\\\/admin-ajax.php?action=totalpoll\",\"behaviours\":{\"ajax\":true,\"scrollUp\":true,\"async\":false},\"effects\":{\"transition\":\"fade\",\"duration\":\"500\"},\"i18n\":{\"Previous\":\"Previous\",\"Next\":\"Next\",\"of\":\"of\",\"Something went wrong! Please try again.\":\"Something went wrong! Please try again.\"}}<\/script><link rel=\"stylesheet\" id=\"totalpoll-poll-2e21fe0b6d537996d47c3d4b16d0e3cc-css\"  href=\"https:\/\/thepublicationplan.com\/wp-content\/cache\/totalpoll\/css\/2e21fe0b6d537996d47c3d4b16d0e3cc.css\" type=\"text\/css\" media=\"all\" \/><div id=\"totalpoll-poll-17672\" class=\"totalpoll-container\"><form action=\"\" enctype=\"multipart\/form-data\" class=\"totalpoll-form\" method=\"POST\" novalidate=\"novalidate\"><div style=\"visibility: hidden; position: absolute; width: 0px; height: 0px;\">\r\n    <svg id=\"totalpoll-check-icon\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n        <path d=\"M0,0H24V24H0Z\" fill=\"none\"\/>\r\n        <path d=\"M9,15.1999l-4.2-4.2L2.3999,13.4,9,20.0001,22.0001,7,19.6,4.5999Z\"\/>\r\n    <\/svg>\r\n<\/div>\r\n    <div class=\"totalpoll-questions\">\r\n\t\t<div class=\"totalpoll-question\"\r\n     totalpoll-min-selection=\"1\"\r\n     totalpoll-max-selection=\"1\" >\r\n    <div class=\"totalpoll-question-container\">\r\n        <div class=\"totalpoll-question-content\" >\r\n\t\t\t<p>What do you think \u2013 is international collaboration the key to unlocking AI\u2019s full potential in global healthcare?<\/p>\n        <\/div>\r\n\r\n        <div class=\"totalpoll-question-choices\">\r\n\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-d832d42e-eadf-4be3-bc5b-54ab30c88127-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-d832d42e-eadf-4be3-bc5b-54ab30c88127-selector\" name=\"totalpoll[choices][336d629b-2169-4fa6-abc3-47ac98b2c4c6][]\" value=\"d832d42e-eadf-4be3-bc5b-54ab30c88127\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Yes<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-da18238a-c0e6-4172-89a1-7310b85585ab-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-da18238a-c0e6-4172-89a1-7310b85585ab-selector\" name=\"totalpoll[choices][336d629b-2169-4fa6-abc3-47ac98b2c4c6][]\" value=\"da18238a-c0e6-4172-89a1-7310b85585ab\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >No<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<label for=\"choice-e0f30d20-2487-43b2-b40a-8331d69ae4cc-selector\" tabindex=\"0\"\r\n       class=\"totalpoll-question-choices-item totalpoll-question-choices-item-type-text \" >\r\n    <div class=\"totalpoll-question-choices-item-container\">\r\n        \r\n\t\t        \r\n        <div class=\"totalpoll-question-choices-item-control\">\r\n            <div class=\"totalpoll-question-choices-item-selector totalpoll-question-choices-item-selector-single\">\r\n\t\t\t\t<input type=\"radio\" id=\"choice-e0f30d20-2487-43b2-b40a-8331d69ae4cc-selector\" name=\"totalpoll[choices][336d629b-2169-4fa6-abc3-47ac98b2c4c6][]\" value=\"e0f30d20-2487-43b2-b40a-8331d69ae4cc\">                <div class=\"totalpoll-question-choices-item-selector-box\">\r\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"24\" height=\"24\" viewBox=\"0 0 24 24\">\r\n                        <use xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"#totalpoll-check-icon\"><\/use>\r\n                    <\/svg>\r\n                <\/div>\r\n            <\/div>\r\n            <div class=\"totalpoll-question-choices-item-label\">\r\n                <span >Maybe<\/span>\r\n            <\/div>\r\n        <\/div>\r\n    <\/div>\r\n<\/label>\r\n\t\t\t\t\t\t\t            \r\n\t\t\t            \r\n        <\/div>\r\n    <\/div>\r\n<\/div>\r\n    <\/div>\r\n<div class=\"totalpoll-form-hidden-fields\">\r\n\t<div class=\"totalpoll-form-page\"><div class=\"totalpoll-form-field-hidden\"><div class=\"totalpoll-form-field totalpoll-form-field-type-hidden totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><input type=\"hidden\" name=\"totalpoll[screen]\" value=\"vote\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div><div class=\"totalpoll-form-field-hidden\"><div class=\"totalpoll-form-field totalpoll-form-field-type-hidden totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><input type=\"hidden\" name=\"totalpoll[pollId]\" value=\"17672\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div><div class=\"totalpoll-form-field-hidden\"><div class=\"totalpoll-form-field totalpoll-form-field-type-hidden totalpoll-column-full\"><div class=\"totalpoll-form-field-wrapper\"><input type=\"hidden\" name=\"totalpoll[action]\" value=\"\" class=\"totalpoll-form-field-input\"><div class=\"totalpoll-form-field-errors\"><\/div><\/div><\/div><\/div><\/div><\/div>\r\n<div class=\"totalpoll-buttons\">\r\n\t<button type=\"submit\" name=\"totalpoll[action]\" value=\"results\" class=\"totalpoll-button totalpoll-buttons-results\">Results<\/button><button type=\"submit\" name=\"totalpoll[action]\" value=\"vote\" class=\"totalpoll-button totalpoll-button-primary totalpoll-buttons-vote\">Vote<\/button><\/div>\r\n<\/form><\/div><\/div>\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Discover the benefits of international collaboration when incorporating AI in life science 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