“Advances in CT Dosimetry and Machine Learning:
Optimizing Patient Safety and Dose Estimation”
Friday, February 7 – Monday, February 10, 2025
Workshop Program
Day 1, Feb. 7
- Morning session (9:00 to 11:00)
From CT dose metrics to personalized dosimetry (1h, JD)
Dosimetry of CBCT and CT as related to radiotherapy (1h, MM) - Noon session (13:00 to 15:00)
ML workflow (1h, JD)
AI Biases and Other Challenges (1h, MM) - Afternoon session (2h, JD) (16:00 to 18:00)
Machine Learning: Regression ML models, ML classification metrics
A new AI-powered CT Dosimetry Tool (iDose)
Day 2, Feb. 8
- Morning session (9:00 to 10:00)How to Develop Your First Radiomics Signature on CT Images – Theoretical (1h, MH)
- Afternoon session (14:00 to 15:00) Building Your Interactive DRL Dashboard: Transitioning from Excel Analysis to Big Data (1h, SA)
- Afternoon session (16:00 to 18:00)
Open-source libraries and other resources and tools (2h, MM)
Day 3, Feb. 9
- Morning session (9:00 to 11:00)
Building Your Interactive DRL Dashboard: Transitioning from Excel Analysis to Big Data (2h, SA) - Afternoon session (16:00 to 18:00)
How to Develop Your First Radiomics Signature on CT Images – Practical (2h, MH)
Day 4, Feb. 10
- Morning session (9:00 to 11:00)
Ethical, Regulatory and Legal Aspects of Machine Learning (2h, MH, JD, MM), Q&A
NOTES
In black: theoretical sessions
In red: practical sessions
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Location: Room A, 15th floor
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Lecturers:
JD: John Damilakis, MM: M. Mahesh, MH: Maryam Al Hashim, SA: Shady Alkhazzam
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Theoretical sessions (in black): For all MEFOMP Congress attendees
Practical sessions (in red): Only for the pre-selected participants
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Certificate of Attendance for those attending all 16 hours