[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-1-en-105":3,"doc-seo-248970-105":53,"doc-detail-248970-en":127},{"code":4,"msg":5,"data":6},0,"success",[7,14,19,24,29,34,39,44,49],{"id":8,"doc_module":9,"doc_module_name":10,"category_name":11,"show_sort_weight":12,"slug":13},11,1,"Template","Presentations",90,"presentations",{"id":15,"doc_module":9,"doc_module_name":10,"category_name":16,"show_sort_weight":17,"slug":18},12,"Resumes",80,"resumes",{"id":20,"doc_module":9,"doc_module_name":10,"category_name":21,"show_sort_weight":22,"slug":23},14,"Invoices",70,"invoices",{"id":25,"doc_module":9,"doc_module_name":10,"category_name":26,"show_sort_weight":27,"slug":28},15,"Posters",60,"posters",{"id":30,"doc_module":9,"doc_module_name":10,"category_name":31,"show_sort_weight":32,"slug":33},16,"Social Media",50,"social-media",{"id":35,"doc_module":9,"doc_module_name":10,"category_name":36,"show_sort_weight":37,"slug":38},17,"Forms",40,"forms",{"id":40,"doc_module":9,"doc_module_name":10,"category_name":41,"show_sort_weight":42,"slug":43},18,"Letters",30,"letters",{"id":45,"doc_module":9,"doc_module_name":10,"category_name":46,"show_sort_weight":47,"slug":48},21,"Paper Templates",5,"papers-templates",{"id":50,"doc_module":9,"doc_module_name":10,"category_name":51,"show_sort_weight":4,"slug":52},158,"General","general-158",{"code":4,"msg":54,"data":55},"ok",{"site_id":56,"language":57,"slug":58,"title":59,"keywords":60,"description":61,"schema_data":62,"social_meta":120,"head_meta":122,"extra_data":124,"updated_unix":126},105,"en","ai4h-requirement-specifications-del3-lifecycle-based-system-requirement-specifications","AI4H requirement specifications - DEL3 - lifecycle-based system requirement specifications","","The document defines lifecycle-based system requirement specifications (SyRS) for an AI for Health (AI4H) system, covering informational, functional, behavioural and operational aspects. SyRS provide the foundation for system design and for system verification and validation planning. It also presents a collaborative requirements analysis approach for identifying, controlling and tracking requirement changes throughout the AI4H development lifecycle. Tables act as checklists for configuring minimal machine learning for health (ML4H) lifecycle requirements and for generating verification test cases supporting conformity assessment procedures.",{"@graph":63,"@context":119},[64,80,102],{"@type":65,"itemListElement":66},"BreadcrumbList",[67,71,74,77],{"item":68,"name":69,"@type":70,"position":9},"https://docshare.wps.com","Home","ListItem",{"item":72,"name":10,"@type":70,"position":73},"https://docshare.wps.com/template/",2,{"item":75,"name":46,"@type":70,"position":76},"https://docshare.wps.com/template/paper-templates/",3,{"item":78,"name":59,"@type":70,"position":79},"https://docshare.wps.com/template/ai4h-requirement-specifications-del3-lifecycle-based-system-requirement-specifications/248970/",4,{"url":78,"name":59,"@type":81,"image":82,"author":87,"headline":59,"publisher":90,"fileFormat":93,"inLanguage":57,"description":61,"dateModified":94,"datePublished":95,"encodingFormat":93,"isAccessibleForFree":96,"interactionStatistic":97},"DigitalDocument",{"url":83,"@type":84,"width":85,"height":86},"https://docshare.wps.com/thumbnails/ai4h-requirement-specifications-del3-lifecycle-based-system-requirement-specifications/248970.png","ImageObject",442,249,{"name":88,"@type":89},"Xiajie","Person",{"url":68,"name":91,"@type":92},"DocShare","Organization","application/pdf","2026-10-08","2026-09-12",true,{"@type":98,"interactionType":99,"userInteractionCount":101},"InteractionCounter",{"@type":100},"ViewAction",10,{"@type":103,"mainEntity":104},"FAQPage",[105,111,115],{"name":106,"@type":107,"acceptedAnswer":108},"What does SyRS cover for an AI4H system?","Question",{"text":109,"@type":110},"SyRS define informational, functional, behavioural, and operational aspects of the AI4H system under consideration.","Answer",{"name":112,"@type":107,"acceptedAnswer":113},"How are the requirements used during the AI4H development lifecycle?",{"text":114,"@type":110},"A collaborative, team-oriented methodology helps identify, control, and track requirements and requirement changes across the AI4H lifecycle.",{"name":116,"@type":107,"acceptedAnswer":117},"How do the tables support ML4H verification and conformity assessment?",{"text":118,"@type":110},"The tables function as checklists for minimal ML4H lifecycle requirements and can generate applicable test cases to verify requirements and support ML4H product conformity assessment procedures.","https://schema.org",{"og:url":78,"og:type":121,"og:title":59,"og:site_name":91,"og:description":61},"article",{"robots":123,"canonical":78},"index,follow",{"doc_id":125,"site_id":56},248970,1790245685,{"code":4,"msg":5,"data":128},{"doc_id":125,"user_id":129,"nickname":88,"user_avatar":130,"doc_module":9,"category_id":45,"category_name":46,"doc_title":59,"doc_description":61,"doc_content":131,"file_id":132,"file_url":133,"file_type":134,"file_size":135,"view_count":101,"is_deleted":4,"is_public":9,"is_downloadable":9,"audit_status":9,"page_count":136,"language":137,"language_code":57,"site_id":56,"html_lang":57,"table_of_contents":138,"faqs":139,"seo_title":140,"seo_description":61,"update_tm":141,"read_time":142},8814010472675,"https://avatar.qwps.com/avatar/WGlhamll","ITUPublications International Telecommunication Union  \nStandardization Sector  \nITU-T Focus Group Deliverable  \n(03/2023)  \nFocus Group on Artificial Intelligence for Health  \n (FG-AI4H)   \nFG-AI4H DEL3  \nAI4H requirement specifications  \nITU-T FG-AI4H Deliverable DEL3  \nAI4H requirement specifications  \nSummary  \nThis document defines the lifecycle-based system requirement specifications (SyRS) that explain the informational, functional, behavioural and operational aspects of a generic artificial intelligence (AI) for health (AI4H) system.  \nSyRS serves as the basis for the system design, system verification and validation plans and procedures for the AI4H system.  \nSystem requirements analysis methodology follows a collaborative team-oriented approach, involving all the working groups and topic groups of FG-AI4H, to help the project team identify, control and track various requirements and changes to those requirements during the AI4H system development lifecycle.  \nTables are intended to serve as checklists for configuring a basic minimal set of machine learning for health (ML4H) system/product lifecycle requirements specifications, which include the technical, the clinical, the regulatory and the ethical requirements. In the ML4H system/product testing phase, the same tables can be used to generate applicable test cases for verification of requirements specifications to support ML4H product conformity assessment procedures.  \nKeywords  \nAI for health (AI4H), health use cases, requirement specifications.  \nNote  \nThis is an informative ITU-T publication. Mandatory provisions, such as those found in ITU-T Recommendations, are outside the scope of this publication. This publication should only be referenced bibliographically in ITU-T Recommendations.  \nChange Log  \nThis document contains Version 1 of the Deliverable DEL3 on \"AI4H requirement specifications\" approved on 16 March 2023 via the online approval process for the ITU-T Focus Group on AI for Health (FG-AI4H) .  \nEditor: Pradeep Balachandran  \nTechnical Consultant (Digital Health) India  \nEmail: [pbn.tvm@gmail.com](pbn.tvm@gmail.com)  \n© ITU 2025  \nSome rights reserved. This publication is available under the Creative Commons Attribution-Non Commercial-Share Alike 3.0 IGO licence (CC BY-NC-SA 3.0 IGO; [https://creativecommons.org/licenses/by-nc-sa/3.0/igo](https://creativecommons.org/licenses/by-nc-sa/3.0/igo)). For any uses of this publication that are not included in this licence, please seek permission from ITU by contacting [TSBmail@itu.int](TSBmail@itu.int).  \nTable of Contents  \nPage  \n1 Scope............................................................................................................................. 1  \n2 References..................................................................................................................... 1  \n3 Terms and definitions ................................................................................................... 1  \n3.1 Terms defined elsewhere ................................................................................ 1  \n3.2 Terms defined in this document ..................................................................... 2  \n4 Abbreviations and acronyms ........................................................................................ 2  \n5 Conventions .................................................................................................................. 2  \n6 SyRS overview ............................................................................................................. 2  \n7 Intended use and high-level specification..................................................................... 4  \n8 System functions........................................................................................................... 6  \n9 User types/classes and characteristics .......................................................................... 7  \n10 Operating conditions/enviro","cbCaiswM87UMk0P4","https://ap.wps.com/l/cbCaiswM87UMk0P4","pdf",918704,76,"English","# Scope\n# References\n# Terms and definitions\n## Terms defined elsewhere\n## Terms defined in this document\n# Abbreviations and acronyms\n# Conventions\n# SyRS overview\n# Intended use and high-level specification\n# System functions\n# User types/classes and characteristics\n# Operating conditions/environment\n# Design and implementation constraints\n# System interface requirements\n# Non-functional requirements\n# System design requirements\n# System deployment requirements\n# User documentation/training requirements\n# Assumptions and dependencies\n# Quality process compliance\n# Risk management requirements\n# Change management requirements\n# System validation requirements\n# AI4H topic description to AI4H system requirements traceability matrix\n# AI4H requirements specification for model reporting parameter configuration","[{\"question\":\"What does SyRS cover for an AI4H system?\",\"answer\":\"SyRS define informational, functional, behavioural, and operational aspects of the AI4H system under consideration.\"},{\"question\":\"How are the requirements used during the AI4H development lifecycle?\",\"answer\":\"A collaborative, team-oriented methodology helps identify, control, and track requirements and requirement changes across the AI4H lifecycle.\"},{\"question\":\"How do the tables support ML4H verification and conformity assessment?\",\"answer\":\"The tables function as checklists for minimal ML4H lifecycle requirements and can generate applicable test cases to verify requirements and support ML4H product conformity assessment procedures.\"}]","AI4H requirement specifications - DEL3 - lifecycle-based system requirement specifications | PDF",1789248899,27]