Barcelona Fellowship
·
10.5 CME Credits
·
Level II
Artificial intelligence in radiology workflow: from concept to experience
In this 3-day hands-on radiology course with two AI experts, Prof. Erik Ranschaert and Dr. Mohammad H. Rezazade Mehrizi, participants will experience working with various forms of AI, reflect on their own experience, and gain practical experience from it. Radiologists will learn how to adapt to using such tools, how to re-organise their workflow when using one or more an AI-applications, and how they can actively engage in making such implementation a success.
€1000
(tax included) Card or bank transfer payments
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This training is accredited by EACCME with 10.5 CME credits Wednesday - November 15, 2023
Timezone
| Time | Activity | Type | Mentor |
|---|---|---|---|
| 13:30 - 13:45 (GMT+1) | Introduction | Introduction | |
| 13:45 - 14:00 (GMT+1) | Lecture + Hands-on session:
Refreshing on the basics of AI: basic concepts such as accuracy, stability, AUC, False-positive, false-negative … | Mohammad H. Rezazade Mehrizi | |
| 14:00 - 14:30 (GMT+1) | Lecture + Hands-on session:
Introducing the range and diversity of the AI applications (Technography study) | Prof. Erik Ranschaert | |
| 14:45 - 15:00 (GMT+1) | Break | Break | |
| 15:00 - 16:00 (GMT+1) | Lecture + Hands-on session:
Showcasing some ways of implementing and working with AI | Mohammad H. Rezazade Mehrizi | |
| 16:00 - 17:30 (GMT+1) | Lecture + Hands-on session:
How to initiate working with AI: from the first day that it is coming to our desk, what do we need to do and how to work with it and what decisions are involved? | Prof. Erik Ranschaert |
Thursday - November 16, 2023
| Time | Activity | Type | Mentor |
|---|---|---|---|
| 13:30 - 14:15 (GMT+1) | Lecture + Hands-on session:
Experiencing how to work with different AI applications, on various clinical use-cases and under different working scenarios | Mohammad H. Rezazade Mehrizi | |
| 14:15 - 15:00 (GMT+1) | Lecture + Hands-on session:
AI tools related to different subspecialties (e.g., general radiology, skeletal, and prostate, …) | Prof. Erik Ranschaert | |
| 15:00 - 15:15 (GMT+1) | Break | Break | |
| 15:15 - 16:00 (GMT+1) | Lecture + Hands-on session:
AI tools with different functionalities and features (e.g., diagnosing, screening, segmenting, measurement) | Prof. Erik Ranschaert | |
| 16:00 - 16:45 (GMT+1) | Lecture + Hands-on session:
Different types of medical use cases (e.g., simple/complex) | Mohammad H. Rezazade Mehrizi | |
| 16:45 - 17:30 (GMT+1) | Lecture + Hands-on session:
Under different working conditions (e.g., time-pressure, 1st vs. 2nd reader, individual vs. collective) | Prof. Erik Ranschaert |
Friday - November 17, 2023
| Time | Activity | Type | Mentor |
|---|---|---|---|
| 13:30 - 15:00 (GMT+1) | Lecture + Hands-on session:
Critical assessment of AI outcomes: issues, failures, suspicious cases
- Critical assessment of AI features/parameters/settings/configurations
- How to select your partner and shape it
- How to monitor your partner in the long-run (data shift …) | Mohammad H. Rezazade Mehrizi | |
| 15:00 - 15:15 (GMT+1) | Break | Break | |
| 15:15 - 16:15 (GMT+1) | Lecture + Hands-on session:
How to report and communicate the results of AI?
- Using AI in interactions with other medical colleagues and interdisciplinary discussions
- Interpretation and explanations to the patients | Prof. Erik Ranschaert | |
| 16:15 - 17:15 (GMT+1) | Lecture + Hands-on session:
Organizational and workflow impacts and how to prepare them
- What infrastructure do you need?
- Whom do you need to involve?
- How to bring people on board?
- Ethical and Legal considerations (data sharing , …)?
- What training do you need to have? | Mohammad H. Rezazade Mehrizi, Prof. Erik Ranschaert | |
| 17:15 - 17:30 (GMT+1) | Q&A and closing |
