Opportunities for Artificial Intelligence with real world patient data

Material Package

Added Since

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Everything

Specific sessions

Specific contributions

Specific days

Sessions*

Round table + open discussion; What is there? What is missing? What do we need?

Closing Remarks Day 1

Closing Remarks Day 2

Epidemic Modeling: 1

Epidemic Modeling: 2

Poster Session

Infectious diseases and public health

Introduction

Closing Remarks and check-out

Panel Discussion

Welcome

Check-in Cultural Forum Synagogue

Epidemic Modeling

Economics

Economics

Infectious Diseases and Public Health

Registration

Building Structures, Establishing Processes

Economics

Welcome

Scope of Workshop

Introduction round and workshop overview

Summary of workshop: Status of the field. What have we learned? What can be next steps?

End of Workshop

Wrap up Opportunities of AI with real world data

Discussion Opportunities of AI with real world data

Session Opportunities for AI with real world patient data Part 2

Session Software infrastructures for federated data access and analysis Part 2

Discussion Comprehensive and complete real world patient data Part 3

Discussion Comprehensive and complete real world patient data

End of second day

Summary of workshop: Status of the field. What have we learned? What can be next steps?

Action plan: How to find synergies and formulate an AI strategy

Session Comprehensive and complete real world patient data Part 2

Arrival & Registartion

Wrap up Software infrastructures for federated data access and analysis

Session Software infrastructures for federated data access and analysis Part 1

Discussion Software infrastructures for federated data access and analysis

Session Comprehensive and complete real world patient data Part 1

Transfer to conference dinner

Wrap up Comprehensive and complete real world patient data

Session Opportunities of AI with real world data Part 2

Session Opportunities of AI with real world data Part 3

Session Comprehensive and complete real world patient data Part 3

Session Opportunities of AI with real world data Part 1

Conference dinner

Include materials from selected sessions

Contributions*

'Challenges of using electronic health records to build machine learning models for outcome predictions' (in session "Session Opportunities of AI with real world data Part 2")

'Developing a Federated Data Analysis Platform in the context of IMI OPTIMA' (in session "Session Software infrastructures for federated data access and analysis Part 2")

'Federated analytics and federated learning in big data healthcare projects' (in session "Session Software infrastructures for federated data access and analysis Part 1")

'Federated Learning in Healthcare: Opportunities, Challenges, and Future Directions' (in session "Session Software infrastructures for federated data access and analysis Part 1")

'Federated Scientific AI Services in the Helmholtz Cloud' (in session "Session Software infrastructures for federated data access and analysis Part 2")

'From single- to multi-modal learning, how far from medical precision?’ (in session "Session Opportunities of AI with real world data Part 1")

'HIFIS: Helmholtz Digital Services for Science — Collaboration made easy' (in session "Session Software infrastructures for federated data access and analysis Part 2")

'How AI is Reshaping Life Sciences Research: Examples from the Frontlines' (in session "Session Opportunities of AI with real world data Part 2")

'How to unlock the potential of Multi-Omics for application in clinical routine?' (in session "Session Comprehensive and complete real world patient data Part 2")

'Label-efficient deep learning for biomedical microscopy' (in session "Session Comprehensive and complete real world patient data Part 2")

'OPTIMA: Data Discovery and Outreach to Data Partners' (in session "Session Comprehensive and complete real world patient data Part 1")

'Optimal treatment for patients with solid tumours in Europe through Artificial Intelligence' (in session "Session Comprehensive and complete real world patient data Part 1")

'Research with Real-World Data: Strategies and Structures at Charité and BIH' (in session "Session Comprehensive and complete real world patient data Part 2")

'The Helmholtz Foundation Model Initiative' (in session "Session Opportunities of AI with real world data Part 2")

'Tumor detection, classification and segmentation with Mask R-CNN' (in session "Session Opportunities of AI with real world data Part 1")

'Using machine learning for the analysis of synchrotron radiation-based micro computed tomography data of bone implants' (in session "Session Opportunities of AI with real world data Part 1")

Include materials from selected contributions

Events scheduled on*

31/10/2023

01/11/2023

02/11/2023

Include materials from sessions/contributions scheduled on the selected dates