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. 2024 Apr 6;2(2):246–251. doi: 10.1016/j.mcpdig.2024.03.008

Table 2.

AI Lifecycle Phases Into Which AImedReport “Reporting Items” Were Sorted, Along With Subphases and Interdisciplinary Alignment That Came From Further Organization

Research and discover Translation Deployment
Prepare Develop Validate Deploy Maintain
Purpose and clinical impact
Data preparation
Model development and evaluation
Usability formative
Model bias evaluation
Study protocol development
Validation planning
Usability summative
User education
Deployment planning
Clinical validation
User training
Postdeployment surveillance and maintenance
Quality monitoring and audit
Project manager
Clinical expert
UX researcher
Ethicist
Data engineer
Data scientist
Regulatory and legal
Informaticist
Project manager
Clinical expert
UX researcher
Ethicist
Data engineer
Data scientist
Informaticist
System engineer
Software engineer
Project manager
Clinical expert
Ethicist
Data engineer
Data scientist
System engineer
UX researcher
Project manager
Clinical expert
Data scientist
MLOps
System engineer
Software engineer
UX researcher
Clinical expert
Quality management
MLOps
Ethicist
Informaticist
Software engineer

MLOps, machine learning operation; UX, user experience.