ICEC – CERN Project STELLA Kick-off Meeting “Re-engineering the Next Generation of Medical Linear Accelerators for Use in Challenging Environments"

Session

Session 5

29 May 2024, 15:20

40/S2-B01 - Salle Bohr (CERN)

Conveners

Session 5: Software

• Rajesh Jena (Univeristy of Cambridge)

17. Overview and Key Challenges

Rajesh Jena (Univeristy of Cambridge)

29/05/2024, 15:20

18. Cascaded Machine Learning and Transformer Models

Xin Du

29/05/2024, 15:30

46. State-of-the-Art in Federated Learning and Development of CERN's CAFEIN Platform for STELLA

Diogo Reis Santos (CERN), Luigi Serio (CERN)

29/05/2024, 15:45

19. Background to the Capture of Fault Data from UK Linac Stock

Joseph Bateman

29/05/2024, 16:00

45. Modelling, Learning From, and Predicting Fault Patterns in Linac Hardware

Sam Leadley (University of Oxford)

29/05/2024, 16:15

20. Requirements Capture to Speed Up Medical Device Certification and Route to Market

Bob Spears (ICEC Business Advisor)

29/05/2024, 16:30

47. Session Summary and Next Steps

Rajesh Jena (Univeristy of Cambridge)

29/05/2024, 16:45