PROGRAMME
Below you can find the preliminary 2024 programme.
Application for CME recognition will be submitted to:
- the European Accreditation Council for Continuing Medical Education (EACCME), an institution of the European Union of Medical Specialists (UEMS). EACCME credits are recognised by the American Medical Association towards the Physician’s Recognition Award (PRA)
- the European Board for Accreditation in Medical Physics
colour code:
Main track
Clinical track
MONDAY 24 JUNE 2024
Topic of the day: Radiomics
09:00-09:15 Welcome and course introduction – Henry Woodruff
09:15-10:00 From Radiomics 1.0 to Multiomics: Tracing the Evolution of Radiomics – Philippe Lambin
10:00-10:45 Multi-centric radiomics – Fanny Orlhac
10:00-10:45 Network radiomics – Harini Veeraraghavan
10:45-11:15 Coffee break
11:15-12:00 Model optimization in radiomics – Martijn Starmans
11:15-12:00 Radiomics in radiotherapy – André Dekker
12:00-13:00 Lunch break
13:00-17:00 Hands-on radiomics workshop for scientists and beginners in computer rooms at UM
TUESDAY 25 JUNE 2024
Topic of the day: Deep Learning
09:00-09:15 Monday recap and discussion – Henry Woodruff
09:15-10:00 DL and clinical implementation – Bram van Ginneken
10:00-10:45 Biases and uncertainties in medical AI – Kaisar Kushibar
10:45-11:15 Coffee break
11:15-12:00 Checklists for AI research – Alexander Zwanenburg
11:15-12:00 Deep learning in a clinic – Andrew Maidment
12:00-13:00 Lunch break
13:00-17:00 Hands-on deep learning workshop for scientists and beginners in computer rooms at UM
WEDNESDAY 26 JUNE 2024
Topic of the day: Generative AI
09:00-09:15 Tuesday recap and discussion – Harini Veeraraghavan
09:15-10:00 Explainable AI for Medical Imaging – Zohaib Salahuddin
10:00-10:45 Transformers for Medical Image Analysis – Harini Veeraraghavan
10:45-11:15 Coffee break
11:15-12:00 Synthetic Data – What happened? – Bram van Ginneken
11:15-12:00 Sample size calculation – Shahab Jolani
12:00-13:00 Lunch break
13:00-17:00 Hackathon with The D-Lab, Maastricht University
13:00-17:00 Design a clinical trial – part 1 – Philippe Lambin, Anshu Ankolekar
THURSDAY 27 JUNE 2024
Topic of the day: Translation
09:00-09:15 Wednesday recap and discussion – Andrew Maidment
09:15-10:00 Implementing AI in a radiotherapy centre – Wouter van Elmpt
10:00-10:45 Chat GPT & ethics – Henry Woodruff
10:45-11:15 Coffee break
11:15-11:45 Closing statements – Henry Woodruff
11:45-12:15 AI4Imaging competition
12:15-13:00 Lunch break
13:00-16:30 Hackathon at The D-Lab, Maastricht University
13:00-16:30 Design a clinical trial – part 2 + pitches – Philippe Lambin, Anshu Ankolekar
COURSE PRESENTATIONS
Delegates from the 2024 edition can access the presentations here.
The folder is password protected. Please check your mailbox.
OVERVIEW OF STUDIES AVAILABLE FOR MODEL VALIDATION
Tumor site | Modality | Outcome | Patient number (N) |
---|---|---|---|
Bone | Scintigraphy | Radiologist score | 1000 |
Brain | MRI | OS | 175 |
Brain | MRI | OS, radiologist score | 65 |
Breast | Mammo | Pathology | 6671 |
Breast | CESM | Radiologist score | 1883 |
Breast | CT | Pathology | 220 |
HN | CT+ HX4-PET | Hypoxia | 34 |
HN | CECT | OS, PFS | 311 |
HN | FMISO-CT, FDG-PET | Hypoxia | 86 |
HN | HX4-CT, FDG-PET | Hypoxia | 19 |
HN | HX4-CT, FDG-PET | OS, PFS, Hypoxia | 19 |
HN | HX4-CT, FDG-PET | OS, PFS, Hypoxia | 12 |
HN | CT, FDG-PET | IHC(Pimo staining) | 71 |
HN | CT | OS, PFS | 517 |
HN | CT | OS, PFS | 850 |
HN | CT | OS | 130 |
Kidney | CT | Pathology | 136 |
Liver | CT | OS, PFS | 420 |
Liver | CT, MRI | OS, PFS | 97 |
Lung | CT | OS | 422 |
Lung | CBCT | Pathology, OS, PFS | 71 |
Lung | CT | Radiologist score | 1010 |
Lung | CBCT | OS | 577 |
Lung | FAZA-CT | Hypoxia | 36 |
Lung | HX4-CT, FDG-PET | OS, Hypoxia | 30 |
Lung | HX4-CT, FDG-PET | OS, Hypoxa | 25 |
Lung | CT | OS | 129 |
Lung | CT | IHC | 53 |
Lung | CT, FDG-PET | Radiologist score | 34 |
Lung | CT | Histology | 89 |
Lung | CT | Histology | 43 |
Lung | CT | OS | 101 |
Lung | CT | Biopsy | 139 |
Lung | CT | Biopsy | 649 |
Lung | CT | Pathology | 805 |
Lung, Liver, Kidney, Bone | CT | Lesion bounding boxes | 4427 |
Prostate | MRI T2w, ADC | Gleason | 140 |
LATEST ARTICLES
Some interesting articles worth reading before attending the course: