---
title: "MONAI - Human-AI Interaction Working Group"
description: "Standardizing and supporting Human-AI-Interaction cycles through well-defined interfaces for AIaaS."
canonical: https://project-monai.github.io/wg_human_ai_interaction.html
audience: [engineer]
last_updated: 2026-06-11
source: wg_human_ai_interaction.html
---
# Human-AI Interaction  
Working Group

Mission Statement

This working group aims to advance, standardize, and support human-AI interaction cycles through well-defined interfaces and community-driven development. The focus includes developing standardized APIs for AI prompting, uncertainty communication, and annotation feedback processes with the end goal of creating reusable interactive AI workflows. By fostering community-driven specification and implementation across diverse domains including radiology, pathology, and surgery, the group enables efficient AI deployment across cloud, local, and HPC environments.

[How We Work](wg_hai_how_we_work.html)

## Get Involved

### Join Our Working Group

We are looking for engaging members for the MONAI Human-AI Interaction (HAI) Working Group. If you are interested in contributing, even if it is just participating and adding to discussions at our meetings, please fill out our participation form and get in contact with us.

[Working Group Participation Form](https://docs.google.com/forms/d/e/1FAIpQLSdsgt8arOOle203KJyPvkjr3VQTyvrzzazrJumgQgdZ7voH8Q/viewform)

### Meeting Information

-   • **Schedule:** Every 1st and 3rd Wednesday of the month
-   • **Time:** 4:00 pm CET / 10:00 am EST / 7:00 am PST
-   • **Contact:** [monai-wg-hai-contact@googlegroups.com](mailto:monai-wg-hai-contact@googlegroups.com)

## Initiatives

### Interface Development

-   • Standardizing AI prompting protocols and APIs
-   • Developing intuitive interfaces for AI result visualization
-   • Creating frameworks for uncertainty communication
-   • Implementing efficient annotation feedback loops

### Integration & Implementation

-   • Enhancement of MONAI Label capabilities
-   • Development of cross-domain applications
-   • Support for diverse deployment environments
-   • Integration with clinical workflows

## Group Leads

![Ralf Floca](/assets/img/people/ralf-floca.png)

Dr. Ralf Floca

Group Lead

German Cancer Research Center (DKFZ)

Human-AI Interaction Chair & Arbitration Board

[View Profile](https://www.linkedin.com/in/ralf-floca)

![Saad Nadeem](/assets/img/people/saad-nadeem.png)

Dr. Saad Nadeem

Assistant Professor

Memorial Sloan Kettering Cancer Center

Human-AI Interaction Chair

[View Profile](https://www.mskcc.org/profile/saad-nadeem)

![Bruce Hashemian](/assets/img/people/bruce-hashemian.jpeg)

Dr. Bruce Hashemian

AI in Healthcare

NVIDIA

Human-AI Interaction Chair

[View Profile](https://www.linkedin.com/in/brucehashemian)

## Resources

### Development Resources

-   • [How We Work](wg_hai_how_we_work.html) - Our organizational process and principles
-   • [WG Project Board](https://github.com/orgs/Project-MONAI/projects/28) - Central coordination space
-   • [MONAI Label Repository](https://github.com/Project-MONAI/MONAILabel)
-   • [Sample Applications](https://github.com/Project-MONAI/MONAILabel/tree/main/sample-apps)

### Educational Materials

-   • [Latest Features & Updates](https://monai.readthedocs.io/en/latest/whatsnew.html)
-   • [Tutorial Repository](https://github.com/Project-MONAI/tutorials)
-   • [Community Discussions](https://github.com/Project-MONAI/MONAILabel/discussions)

## Collaboration Opportunities

### Development Contributions

-   • Contribute to MONAI Label development through our [GitHub repository](https://github.com/Project-MONAI/MONAILabel)
-   • Implement new interaction patterns and visualization tools
-   • Create sample applications and use cases

### Community Engagement

-   • Share your expertise in human-AI interaction design
-   • Participate in defining standards and best practices
-   • Contribute to community discussions and knowledge sharing
-   • [Join our working group](https://docs.google.com/forms/d/e/1FAIpQLSdsgt8arOOle203KJyPvkjr3VQTyvrzzazrJumgQgdZ7voH8Q/viewform) - meetings held 1st and 3rd Wednesday of each month