{"id":252,"date":"2026-01-07T21:06:50","date_gmt":"2026-01-07T12:06:50","guid":{"rendered":"https:\/\/goodlifetips.co.kr\/?p=252"},"modified":"2026-01-07T21:06:52","modified_gmt":"2026-01-07T12:06:52","slug":"expanding-the-adoption-of-medical-ai-in-2026-and-the-debate-over-responsibility","status":"publish","type":"post","link":"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/","title":{"rendered":"Expanding Medical AI Adoption and Responsibility Debate in 2026"},"content":{"rendered":"<p>Can we trust AI that produces results before doctors? With the rapid adoption of medical AI, the most realistic question is responsibility. This article focuses on the expansion of medical AI adoption and the debate over responsibility, outlining key issues, the domestic adoption trend, a checklist for hospitals and developers, and even patient protection principles. We&#039;ll explain the controversy over the expansion of medical AI adoption and responsibility, using various case studies.<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/goodlifetips.co.kr\/wp-content\/uploads\/2026\/01\/thumbnail_695e4abb431dd.jpg\" alt=\"Expanding the Adoption of Medical AI and the Debate on Responsibility\" style=\"width: 100%;height: auto;margin-bottom: 20px\" \/><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_83 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<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>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%9D%98%EB%A3%8C_AI_%EB%8F%84%EC%9E%85%EC%9D%B4_%EA%B0%80%EC%86%8D%EB%90%98%EB%8A%94_%EB%B0%B0%EA%B2%BD%EA%B3%BC_%EA%B8%B0%ED%9A%8C\" >Background and Opportunities for Accelerating Adoption of Medical AI<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%9E%84%EC%83%81_%ED%98%84%EC%9E%A5%EC%97%90%EC%84%9C_%EC%B2%B4%EA%B0%90%ED%95%98%EB%8A%94_%ED%95%84%EC%9A%94\" >The need felt in clinical practice<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EA%B8%B0%EC%88%A0_%EC%97%AC%EA%B1%B4%EC%9D%98_%EC%84%B1%EC%88%99\" >Maturity of technological conditions<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%A0%95%EC%B1%85%EA%B3%BC_%EA%B7%9C%EC%A0%9C%EC%9D%98_%EB%B3%80%ED%99%94\" >Changes in policy and regulation<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%B1%85%EC%9E%84_%EB%85%BC%EB%9E%80%EC%9D%98_%ED%95%B5%EC%8B%AC_%EC%9F%81%EC%A0%90_%EC%A0%95%EB%A6%AC\" >Summary of the key issues in the responsibility controversy<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%B1%85%EC%9E%84%EC%9D%98_%EA%B8%B0%EB%B3%B8_%EC%9B%90%EC%B9%99\" >Basic principles of responsibility<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%98%A4%EC%A7%84_%EC%82%AC%EA%B3%A0%EA%B0%80_%EC%83%9D%EA%B2%BC%EC%9D%84_%EB%95%8C\" >When a misdiagnosis occurs<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%9D%98%EB%A3%8C_%ED%98%84%EC%9E%A5_%EC%9C%A0%ED%98%95%EB%B3%84_%EB%8F%84%EC%9E%85_%EC%A0%84%EB%9E%B5\" >Introduction strategies by medical field type<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#1%EC%B0%A8_2%EC%B0%A8_%EC%9D%98%EB%A3%8C%EA%B8%B0%EA%B4%80%EC%97%90%EC%84%9C%EC%9D%98_%ED%99%9C%EC%9A%A9\" >Use in primary and secondary medical institutions<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#3%EC%B0%A8_4%EC%B0%A8_%EC%9D%98%EB%A3%8C%EA%B8%B0%EA%B4%80%EC%97%90%EC%84%9C%EC%9D%98_%ED%99%9C%EC%9A%A9\" >Use in tertiary and quaternary medical institutions<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EA%B8%B0%EA%B4%80_%EA%B7%9C%EB%AA%A8%EB%B3%84_%EB%B9%84%EA%B5%90_%EC%B2%B4%ED%81%AC\" >Comparison check by institution size<\/a><\/li><\/ul><\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%95%88%EC%A0%84_%ED%92%88%EC%A7%88_%EA%B1%B0%EB%B2%84%EB%84%8C%EC%8A%A4%EC%99%80_%EB%AC%B8%EC%84%9C%ED%99%94_%EC%8B%A4%EB%AC%B4\" >Safety Quality Governance and Documentation Practices<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%ED%95%84%EC%88%98_%EB%AC%B8%EC%84%9C%EC%99%80_%EC%A0%88%EC%B0%A8\" >Required Documents and Procedures<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%8B%A4%EB%AC%B4_%ED%8C%81\" >Practical Tips<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EA%B0%9C%EB%B0%9C%EC%82%AC%EC%99%80_%EB%B3%91%EC%9B%90%EC%9D%98_%EA%B3%84%EC%95%BD_%EB%B3%B4%ED%97%98_%EC%A0%84%EB%9E%B5\" >Contract insurance strategies between developers and hospitals<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EA%B3%84%EC%95%BD%EC%84%9C%EC%97%90%EC%84%9C_%ED%99%95%EC%9D%B8%ED%95%A0_%ED%95%AD%EB%AA%A9\" >Items to check in the contract<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EB%B3%B4%ED%97%98%EA%B3%BC_%EB%B0%B0%EC%83%81_%EA%B5%AC%EC%A1%B0\" >Insurance and Compensation Structure<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%ED%99%98%EC%9E%90_%EB%B3%B4%ED%98%B8_%EC%9B%90%EC%B9%99%EA%B3%BC_%EC%84%A4%EB%AA%85_%EC%9D%98%EB%AC%B4\" >Patient Protection Principles and Duty to Explain<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%ED%99%98%EC%9E%90%EC%97%90%EA%B2%8C_%EC%95%8C%EB%A0%A4%EC%95%BC_%ED%95%A0_%EC%A0%95%EB%B3%B4\" >Information to be provided to patients<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%8B%A0%EB%A2%B0%EB%A5%BC_%EB%86%92%EC%9D%B4%EB%8A%94_%EC%BB%A4%EB%AE%A4%EB%8B%88%EC%BC%80%EC%9D%B4%EC%85%98\" >Communication that builds trust<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EB%8F%84%EC%9E%85_%ED%8F%89%EA%B0%80%EC%99%80_%EC%9A%B4%EC%98%81_%EC%A7%80%ED%91%9C\" >Introduction Evaluation and Operational Indicators<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%ED%8F%89%EA%B0%80_%EC%A7%80%ED%91%9C%EC%9D%98_%EC%98%88\" >Examples of evaluation metrics<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%A7%80%EC%86%8D_%EA%B0%80%EB%8A%A5%ED%95%9C_%EC%9A%B4%EC%98%81%EC%9D%84_%EC%9C%84%ED%95%9C_%ED%8C%81\" >Tips for Sustainable Operations<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EB%8F%84%EC%9E%85_%EC%A0%84_%ED%95%84%EC%88%98_%EC%B2%B4%ED%81%AC%EB%A6%AC%EC%8A%A4%ED%8A%B8\" >Essential checklist before introduction<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%9E%90%EC%A3%BC_%EB%AC%BB%EB%8A%94_%EC%A7%88%EB%AC%B8\" >Frequently Asked Questions<\/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:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%9D%98%EB%A3%8C_AI%EA%B0%80_%EB%82%B4%EB%A6%B0_%ED%8C%90%EB%8B%A8%EC%9D%84_%EC%9D%98%EC%82%AC%EA%B0%80_%EA%B7%B8%EB%8C%80%EB%A1%9C_%EB%94%B0%EB%A5%B4%EB%A9%B4_%EC%B1%85%EC%9E%84%EC%9D%80_%EB%88%84%EA%B5%AC%EC%97%90%EA%B2%8C_%EC%9E%88%EB%82%98%EC%9A%94\" >Who is responsible if a doctor follows the medical AI&#039;s decision?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%84%A4%EB%AA%85%EA%B0%80%EB%8A%A5%EC%84%B1%EC%9D%B4_%EB%82%AE%EC%9D%80_%EA%B3%A0%EC%84%B1%EB%8A%A5_%EB%AA%A8%EB%8D%B8%EC%9D%84_%EC%8D%A8%EB%8F%84_%EB%90%98%EB%82%98%EC%9A%94\" >Can I use a high-performance model with low explainability?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EB%B2%84%EC%A0%84%EC%9D%B4_%EB%B0%94%EB%80%8C%EB%A9%B4_%EC%9E%AC%EC%8A%B9%EC%9D%B8%EC%9D%B4_%ED%95%84%EC%9A%94%ED%95%9C%EA%B0%80%EC%9A%94\" >Do I need to re-approval when the version changes?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EC%8B%A4%ED%8C%A8%EB%82%98_%EC%82%AC%EA%B3%A0%EA%B0%80_%EC%83%9D%EA%B8%B0%EB%A9%B4_%EB%AC%B4%EC%97%87%EC%9D%84_%EB%A8%BC%EC%A0%80_%ED%95%B4%EC%95%BC_%ED%95%98%EB%82%98%EC%9A%94\" >What should I do first if a failure or accident occurs?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%ED%99%98%EC%9E%90_%EB%8F%99%EC%9D%98%EB%8A%94_%EC%96%B4%EB%96%BB%EA%B2%8C_%EB%B0%9B%EC%95%84%EC%95%BC_%ED%95%98%EB%82%98%EC%9A%94\" >How do I obtain patient consent?<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/#%EB%A7%88%EB%AC%B4%EB%A6%AC\" >finish<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%EC%9D%98%EB%A3%8C_AI_%EB%8F%84%EC%9E%85%EC%9D%B4_%EA%B0%80%EC%86%8D%EB%90%98%EB%8A%94_%EB%B0%B0%EA%B2%BD%EA%B3%BC_%EA%B8%B0%ED%9A%8C\"><\/span>Background and Opportunities for Accelerating Adoption of Medical AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure class=\"wp-block-image size-large\" style=\"margin: 24px 0\">\n    <img decoding=\"async\" src=\"https:\/\/oaidalleapiprodscus.blob.core.windows.net\/private\/org-xYRSxDEDyjanmeI3wiQ1GWla\/user-fSvinlzu1xmqQiDjqhwXJtR3\/img-6OjwG1ryyLftTs4ZhbgpkGLc.png?st=2026-01-07T10%3A58%3A57Z&#038;se=2026-01-07T12%3A58%3A57Z&#038;sp=r&#038;sv=2024-08-04&#038;sr=b&#038;rscd=inline&#038;rsct=image\/png&#038;skoid=8eb2c87c-0531-4dab-acb3-b5e2adddce6c&#038;sktid=a48cca56-e6da-484e-a814-9c849652bcb3&#038;skt=2026-01-07T11%3A47%3A31Z&#038;ske=2026-01-08T11%3A47%3A31Z&#038;sks=b&#038;skv=2024-08-04&#038;sig=t1fzT4xcrSxdfT0fBoj1h7xvfZVApd7ICJKzSSCYdsY%3D\" alt=\"Expanding the Adoption of Medical AI and the Debate on Responsibility\" style=\"width: 100%;height: auto;border-radius: 8px\" \/><br \/>\n<\/figure>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9E%84%EC%83%81_%ED%98%84%EC%9E%A5%EC%97%90%EC%84%9C_%EC%B2%B4%EA%B0%90%ED%95%98%EB%8A%94_%ED%95%84%EC%9A%94\"><\/span>The need felt in clinical practice<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>With the aging population and increasing chronic diseases, demand for imaging interpretation, pathology slide analysis, and clinical decision support has grown. Medical AI enables the same number of patients to be seen, complementing human limitations such as mutation detection and rare pattern discovery.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B8%B0%EC%88%A0_%EC%97%AC%EA%B1%B4%EC%9D%98_%EC%84%B1%EC%88%99\"><\/span>Maturity of technological conditions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>With the expansion of large-scale data and computational resources, fundamental model-based solutions have emerged. Multi-center data enables improved generalization performance and continuous updates, broadening the scope of clinical applications.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%A0%95%EC%B1%85%EA%B3%BC_%EA%B7%9C%EC%A0%9C%EC%9D%98_%EB%B3%80%ED%99%94\"><\/span>Changes in policy and regulation<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The licensing and post-management system, built on safety and quality, is being strengthened. Pilot projects for experimental introduction and the use of verification sandboxes are also expanding, broadening the scope for field application.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EC%B1%85%EC%9E%84_%EB%85%BC%EB%9E%80%EC%9D%98_%ED%95%B5%EC%8B%AC_%EC%9F%81%EC%A0%90_%EC%A0%95%EB%A6%AC\"><\/span>Summary of the key issues in the responsibility controversy<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure class=\"wp-block-image size-large\" style=\"margin: 24px 0\">\n    <img decoding=\"async\" src=\"https:\/\/oaidalleapiprodscus.blob.core.windows.net\/private\/org-xYRSxDEDyjanmeI3wiQ1GWla\/user-fSvinlzu1xmqQiDjqhwXJtR3\/img-nO2NSkLW481dpWdtXNRra91A.png?st=2026-01-07T10%3A59%3A08Z&#038;se=2026-01-07T12%3A59%3A08Z&#038;sp=r&#038;sv=2024-08-04&#038;sr=b&#038;rscd=inline&#038;rsct=image\/png&#038;skoid=b2c0e1c0-cf97-4e19-8986-8073905d5723&#038;sktid=a48cca56-e6da-484e-a814-9c849652bcb3&#038;skt=2026-01-06T20%3A01%3A22Z&#038;ske=2026-01-07T20%3A01%3A22Z&#038;sks=b&#038;skv=2024-08-04&#038;sig=GzwMJ5ovXJrsTolZ6d9gnMNDuSe2uZT58uMcr90d9SU%3D\" alt=\"Expanding the Adoption of Medical AI and the Debate on Responsibility\" style=\"width: 100%;height: auto;border-radius: 8px\" \/><br \/>\n<\/figure>\n<h3><span class=\"ez-toc-section\" id=\"%EC%B1%85%EC%9E%84%EC%9D%98_%EA%B8%B0%EB%B3%B8_%EC%9B%90%EC%B9%99\"><\/span>Basic principles of responsibility<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Medical AI must clearly position itself as a tool to assist decision-making. The final judgment and explanation are based on the principle of human oversight, with medical professionals responsible. Developers and hospitals have a responsibility to provide a safe design and operating environment.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%98%A4%EC%A7%84_%EC%82%AC%EA%B3%A0%EA%B0%80_%EC%83%9D%EA%B2%BC%EC%9D%84_%EB%95%8C\"><\/span>When a misdiagnosis occurs<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><b>doctor<\/b> Compliance with appropriate monitoring and re-verification obligations<\/li>\n<li><b>hospital<\/b> Existence of standard operating procedures for appropriate training authority management log management<\/li>\n<li><b>Developer<\/b> Whether a reporting system is in place to provide performance limit disclosure updates<\/li>\n<li><b>Data Governance<\/b> Disclosure of bias verification and external verification results<\/li>\n<\/ul>\n<p>Responsibility is not shared by a single entity, but rather by how faithfully the above obligations are fulfilled.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EC%9D%98%EB%A3%8C_%ED%98%84%EC%9E%A5_%EC%9C%A0%ED%98%95%EB%B3%84_%EB%8F%84%EC%9E%85_%EC%A0%84%EB%9E%B5\"><\/span>Introduction strategies by medical field type<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure class=\"wp-block-image size-large\" style=\"margin: 24px 0\">\n    <img decoding=\"async\" src=\"https:\/\/oaidalleapiprodscus.blob.core.windows.net\/private\/org-xYRSxDEDyjanmeI3wiQ1GWla\/user-fSvinlzu1xmqQiDjqhwXJtR3\/img-kSnR281XmlhYHWXdStGSbeJW.png?st=2026-01-07T10%3A59%3A21Z&#038;se=2026-01-07T12%3A59%3A21Z&#038;sp=r&#038;sv=2024-08-04&#038;sr=b&#038;rscd=inline&#038;rsct=image\/png&#038;skoid=31d50bd4-689f-439b-a875-f22bd677744d&#038;sktid=a48cca56-e6da-484e-a814-9c849652bcb3&#038;skt=2026-01-06T12%3A03%3A16Z&#038;ske=2026-01-07T12%3A03%3A16Z&#038;sks=b&#038;skv=2024-08-04&#038;sig=yW2lqGuRKuG3ykA\/o7k0SBztEIm5G9d2rO9gL86yBqE%3D\" alt=\"Expanding the Adoption of Medical AI and the Debate on Responsibility\" style=\"width: 100%;height: auto;border-radius: 8px\" \/><br \/>\n<\/figure>\n<h3><span class=\"ez-toc-section\" id=\"1%EC%B0%A8_2%EC%B0%A8_%EC%9D%98%EB%A3%8C%EA%B8%B0%EA%B4%80%EC%97%90%EC%84%9C%EC%9D%98_%ED%99%9C%EC%9A%A9\"><\/span>Use in primary and secondary medical institutions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Chest X-ray, diabetic retinopathy, skin lesions, etc. are suitable for screening tests.<\/li>\n<li>Avoid over-reliance with alert-driven workflows and a simple interface.<\/li>\n<li>Rapid transfer of high-risk patients through linkage with local power systems<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3%EC%B0%A8_4%EC%B0%A8_%EC%9D%98%EB%A3%8C%EA%B8%B0%EA%B4%80%EC%97%90%EC%84%9C%EC%9D%98_%ED%99%9C%EC%9A%A9\"><\/span>Use in tertiary and quaternary medical institutions<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>High-difficulty applications such as comprehensive reading assistance, multimodal integrated survival prediction, and treatment response prediction<\/li>\n<li>Include AI explanation reports in multidisciplinary meetings and record rebuttal evidence.<\/li>\n<li>Operating performance monitoring and continuous learning strategies linked to clinical trials<\/li>\n<\/ul>\n<h4><span class=\"ez-toc-section\" id=\"%EA%B8%B0%EA%B4%80_%EA%B7%9C%EB%AA%A8%EB%B3%84_%EB%B9%84%EA%B5%90_%EC%B2%B4%ED%81%AC\"><\/span>Comparison check by institution size<span class=\"ez-toc-section-end\"><\/span><\/h4>\n<ul>\n<li><b>Primary care<\/b> Screening accuracy warning sensitivity priority over-reliance training required<\/li>\n<li><b>Advanced Comprehensive<\/b> Linking research and quality control with explainability, traceability, and external validation as priorities<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%EC%95%88%EC%A0%84_%ED%92%88%EC%A7%88_%EA%B1%B0%EB%B2%84%EB%84%8C%EC%8A%A4%EC%99%80_%EB%AC%B8%EC%84%9C%ED%99%94_%EC%8B%A4%EB%AC%B4\"><\/span>Safety Quality Governance and Documentation Practices<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure class=\"wp-block-image size-large\" style=\"margin: 24px 0\">\n    <img decoding=\"async\" src=\"https:\/\/oaidalleapiprodscus.blob.core.windows.net\/private\/org-xYRSxDEDyjanmeI3wiQ1GWla\/user-fSvinlzu1xmqQiDjqhwXJtR3\/img-F8hdWAflB0WfKgS8UQcbmoGW.png?st=2026-01-07T10%3A59%3A34Z&#038;se=2026-01-07T12%3A59%3A34Z&#038;sp=r&#038;sv=2024-08-04&#038;sr=b&#038;rscd=inline&#038;rsct=image\/png&#038;skoid=b2c0e1c0-cf97-4e19-8986-8073905d5723&#038;sktid=a48cca56-e6da-484e-a814-9c849652bcb3&#038;skt=2026-01-07T11%3A59%3A34Z&#038;ske=2026-01-08T11%3A59%3A34Z&#038;sks=b&#038;skv=2024-08-04&#038;sig=YE6rKpW%2BA8VN8gql4KSKiQNNERInAZT2iWMORKyNQXM%3D\" alt=\"Expanding the Adoption of Medical AI and the Debate on Responsibility\" style=\"width: 100%;height: auto;border-radius: 8px\" \/><br \/>\n<\/figure>\n<h3><span class=\"ez-toc-section\" id=\"%ED%95%84%EC%88%98_%EB%AC%B8%EC%84%9C%EC%99%80_%EC%A0%88%EC%B0%A8\"><\/span>Required Documents and Procedures<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Standard Operating Procedures (SOPs) Work Chart Authority Definition Deviation Response Procedures<\/li>\n<li>Algorithm version control change history performance indicator baseline<\/li>\n<li>Input data quality standards and missing value handling regulations<\/li>\n<li>Accident reproducibility log storage access control retention period<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%8B%A4%EB%AC%B4_%ED%8C%81\"><\/span>Practical Tips<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Force double-checking of warnings into electronic medical records<\/li>\n<li>When AI recommendations and clinical judgments are inconsistent, the selection and rationale must be documented.<\/li>\n<li>Monitor changes in sensitivity and specificity and events through monthly performance review meetings.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%EA%B0%9C%EB%B0%9C%EC%82%AC%EC%99%80_%EB%B3%91%EC%9B%90%EC%9D%98_%EA%B3%84%EC%95%BD_%EB%B3%B4%ED%97%98_%EC%A0%84%EB%9E%B5\"><\/span>Contract insurance strategies between developers and hospitals<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<figure class=\"wp-block-image size-large\" style=\"margin: 24px 0\">\n    <img decoding=\"async\" src=\"https:\/\/oaidalleapiprodscus.blob.core.windows.net\/private\/org-xYRSxDEDyjanmeI3wiQ1GWla\/user-fSvinlzu1xmqQiDjqhwXJtR3\/img-Th8feuvG0Uf3NW5ImOLV9WAO.png?st=2026-01-07T10%3A59%3A45Z&#038;se=2026-01-07T12%3A59%3A45Z&#038;sp=r&#038;sv=2024-08-04&#038;sr=b&#038;rscd=inline&#038;rsct=image\/png&#038;skoid=32836cae-d25f-4fe9-827b-1c8c59c442cc&#038;sktid=a48cca56-e6da-484e-a814-9c849652bcb3&#038;skt=2026-01-07T11%3A03%3A36Z&#038;ske=2026-01-08T11%3A03%3A36Z&#038;sks=b&#038;skv=2024-08-04&#038;sig=08rMaXaERUCS8VNjgmlFeMmyhTEe1TjtbcTc5fTW5gA%3D\" alt=\"Expanding the Adoption of Medical AI and the Debate on Responsibility\" style=\"width: 100%;height: auto;border-radius: 8px\" \/><br \/>\n<\/figure>\n<h3><span class=\"ez-toc-section\" id=\"%EA%B3%84%EC%95%BD%EC%84%9C%EC%97%90%EC%84%9C_%ED%99%95%EC%9D%B8%ED%95%A0_%ED%95%AD%EB%AA%A9\"><\/span>Items to check in the contract<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Performance Assurance Range Test Conditions and Non-Extrapolation Conditions<\/li>\n<li>Update cycle Emergency patch response support time<\/li>\n<li>Notice of limitation of liability and damages and recall obligations<\/li>\n<li>Consent for relearning the scope of data use and the principle of de-identification<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EB%B3%B4%ED%97%98%EA%B3%BC_%EB%B0%B0%EC%83%81_%EA%B5%AC%EC%A1%B0\"><\/span>Insurance and Compensation Structure<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li><b>medical institutions<\/b> Include AI use in medical liability insurance and review disclaimers.<\/li>\n<li><b>Developer<\/b> Prepare double product liability insurance and cyber insurance<\/li>\n<li><b>Joint response<\/b> Agree in advance on how to share accident investigation costs and legal fees<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%ED%99%98%EC%9E%90_%EB%B3%B4%ED%98%B8_%EC%9B%90%EC%B9%99%EA%B3%BC_%EC%84%A4%EB%AA%85_%EC%9D%98%EB%AC%B4\"><\/span>Patient Protection Principles and Duty to Explain<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%ED%99%98%EC%9E%90%EC%97%90%EA%B2%8C_%EC%95%8C%EB%A0%A4%EC%95%BC_%ED%95%A0_%EC%A0%95%EB%B3%B4\"><\/span>Information to be provided to patients<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>The final decision on the use and role of AI assistance rests with medical professionals.<\/li>\n<li>Expected Benefits and Limitations of Substituted Alternatives<\/li>\n<li>How to withdraw consent to how your data is used and protected<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%8B%A0%EB%A2%B0%EB%A5%BC_%EB%86%92%EC%9D%B4%EB%8A%94_%EC%BB%A4%EB%AE%A4%EB%8B%88%EC%BC%80%EC%9D%B4%EC%85%98\"><\/span>Communication that builds trust<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Explain risks and uncertainties in a language the other person understands.<\/li>\n<li>Visually present key features or reasons why AI presented the results it did.<\/li>\n<li>Collect patient feedback and reflect it in the service improvement loop.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%EB%8F%84%EC%9E%85_%ED%8F%89%EA%B0%80%EC%99%80_%EC%9A%B4%EC%98%81_%EC%A7%80%ED%91%9C\"><\/span>Introduction Evaluation and Operational Indicators<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%ED%8F%89%EA%B0%80_%EC%A7%80%ED%91%9C%EC%9D%98_%EC%98%88\"><\/span>Examples of evaluation metrics<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Clinical performance, sensitivity, specificity, and AUC real-world validation results<\/li>\n<li>Business indicators Waiting time Reading time Reporting omission rate<\/li>\n<li>Safety indicator warning ignorance rate warning fatigue overreliance signal<\/li>\n<li>Patient indicators: readmission rate, power consumption, time required, satisfaction<\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"%EC%A7%80%EC%86%8D_%EA%B0%80%EB%8A%A5%ED%95%9C_%EC%9A%B4%EC%98%81%EC%9D%84_%EC%9C%84%ED%95%9C_%ED%8C%81\"><\/span>Tips for Sustainable Operations<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li>Pre-checks with mini-verification sets for each version update<\/li>\n<li>Periodically review multi-institutional external data to prevent institutional bias.<\/li>\n<li>Define service termination criteria in advance and automatically terminate if the criteria are not met.<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%EB%8F%84%EC%9E%85_%EC%A0%84_%ED%95%84%EC%88%98_%EC%B2%B4%ED%81%AC%EB%A6%AC%EC%8A%A4%ED%8A%B8\"><\/span>Essential checklist before introduction<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><b>Clinical suitability<\/b> Matching of target patient population indication data<\/li>\n<li><b>explainability<\/b> Whether or not the function of providing evidence and user education is provided<\/li>\n<li><b>Security and Privacy<\/b> Encryption Access Control Breach Response Plan<\/li>\n<li><b>Integration<\/b> EMR PACS workflow integration and manual procedures in case of failure<\/li>\n<li><b>responsibility<\/b> Role Division Log Retention Period Insurance Coverage<\/li>\n<li><b>Aftercare<\/b> Monitoring report cycle and update management<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"%EC%9E%90%EC%A3%BC_%EB%AC%BB%EB%8A%94_%EC%A7%88%EB%AC%B8\"><\/span>Frequently Asked Questions<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3><span class=\"ez-toc-section\" id=\"%EC%9D%98%EB%A3%8C_AI%EA%B0%80_%EB%82%B4%EB%A6%B0_%ED%8C%90%EB%8B%A8%EC%9D%84_%EC%9D%98%EC%82%AC%EA%B0%80_%EA%B7%B8%EB%8C%80%EB%A1%9C_%EB%94%B0%EB%A5%B4%EB%A9%B4_%EC%B1%85%EC%9E%84%EC%9D%80_%EB%88%84%EA%B5%AC%EC%97%90%EA%B2%8C_%EC%9E%88%EB%82%98%EC%9A%94\"><\/span>Who is responsible if a doctor follows the medical AI&#039;s decision?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Healthcare professionals have a responsibility to validate the results of assistive devices in a clinical context. Hospitals must establish training and procedures, and developers must provide information on limitations and updates. Responsibilities are divided according to the level of compliance with each obligation.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%84%A4%EB%AA%85%EA%B0%80%EB%8A%A5%EC%84%B1%EC%9D%B4_%EB%82%AE%EC%9D%80_%EA%B3%A0%EC%84%B1%EB%8A%A5_%EB%AA%A8%EB%8D%B8%EC%9D%84_%EC%8D%A8%EB%8F%84_%EB%90%98%EB%82%98%EC%9A%94\"><\/span>Can I use a high-performance model with low explainability?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Explainability is key to safety and trust. Even if a model cannot provide a complete explanation, it needs to provide auxiliary indicators to interpret the results, visualize areas of caution, and provide warning conditions to help clinicians validate them.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EB%B2%84%EC%A0%84%EC%9D%B4_%EB%B0%94%EB%80%8C%EB%A9%B4_%EC%9E%AC%EC%8A%B9%EC%9D%B8%EC%9D%B4_%ED%95%84%EC%9A%94%ED%95%9C%EA%B0%80%EC%9A%94\"><\/span>Do I need to re-approval when the version changes?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Any major update with significant performance changes requires revalidation and internal approval. Hospitals must conduct risk assessments and testing through their change management committees.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%EC%8B%A4%ED%8C%A8%EB%82%98_%EC%82%AC%EA%B3%A0%EA%B0%80_%EC%83%9D%EA%B8%B0%EB%A9%B4_%EB%AC%B4%EC%97%87%EC%9D%84_%EB%A8%BC%EC%A0%80_%ED%95%B4%EC%95%BC_%ED%95%98%EB%82%98%EC%9A%94\"><\/span>What should I do first if a failure or accident occurs?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Ensuring patient safety and reporting immediately are our top priorities. We then archive logs, perform reproducibility tests on incident timelines, conduct root cause analysis, and suspend use if necessary. Results are shared through internal and external reporting systems.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"%ED%99%98%EC%9E%90_%EB%8F%99%EC%9D%98%EB%8A%94_%EC%96%B4%EB%96%BB%EA%B2%8C_%EB%B0%9B%EC%95%84%EC%95%BC_%ED%95%98%EB%82%98%EC%9A%94\"><\/span>How do I obtain patient consent?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The purpose of using AI assistance, the limitations of data processing, and the way in which it is processed should be provided in an easily understandable document, with ample time for questions. The consent withdrawal process and its impact on treatment should also be clearly explained.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%EB%A7%88%EB%AC%B4%EB%A6%AC\"><\/span>finish<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>While the expansion of medical AI adoption is inevitable, design and operation that mitigates liability disputes are essential. Human oversight, documentation, log management, explainability, insurance, and contracts form a safety net. A structure where hospital developers, regulators, and patients jointly monitor and improve metrics is the most realistic solution.<\/p>\n<p>Wisely managing the expansion of healthcare AI adoption and the debate over accountability can simultaneously improve the quality of care and patient safety. Review your institution&#039;s procedures and contracts now, start with small pilots, and learn from the metrics. Healthcare AI delivers the greatest value to prepared teams.<\/p>","protected":false},"excerpt":{"rendered":"<p>Can we trust AI that produces results before doctors? With the rapid adoption of medical AI, the most pressing question is responsibility. This article focuses on the expansion of medical AI adoption and the debate over responsibility, outlining key domestic adoption trends, key issues, a checklist for hospitals and developers, and even patient protection principles. We&#039;ll explain the controversy surrounding the expansion of medical AI adoption and its responsibility, with examples to help you understand the medical... <a title=\"Expanding Medical AI Adoption and Responsibility Debate in 2026\" class=\"read-more\" href=\"https:\/\/goodlifetips.co.kr\/en\/2026%eb%85%84-%ec%9d%98%eb%a3%8c-ai-%eb%8f%84%ec%9e%85-%ed%99%95%eb%8c%80%ec%99%80-%ec%b1%85%ec%9e%84-%eb%85%bc%eb%9e%80\/\" aria-label=\"Read more about 2026\ub144 \uc758\ub8cc AI \ub3c4\uc785 \ud655\ub300\uc640 \ucc45\uc784 \ub17c\ub780\">Read more<\/a><\/p>","protected":false},"author":1,"featured_media":253,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[591,586,595,598,597,589,590,587,593,596,585,588,584,592,594],"class_list":{"0":"post-252","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","6":"hentry","7":"category-health-info","8":"tag-ai","9":"tag-586","10":"tag-595","11":"tag-598","12":"tag-597","15":"tag-587","16":"tag-593","17":"tag-596","18":"tag-585","19":"tag-588","20":"tag-584","21":"tag-592"},"jetpack_featured_media_url":"https:\/\/goodlifetips.co.kr\/wp-content\/uploads\/2026\/01\/thumbnail_695e4abb431dd.jpg","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/posts\/252","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/comments?post=252"}],"version-history":[{"count":2,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/posts\/252\/revisions"}],"predecessor-version":[{"id":255,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/posts\/252\/revisions\/255"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/media\/253"}],"wp:attachment":[{"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/media?parent=252"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/categories?post=252"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/goodlifetips.co.kr\/en\/wp-json\/wp\/v2\/tags?post=252"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}