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.