PROGRAMME
Below you can find the 2023 programme.
Application for CME recognition has been 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 > lectures in plenary room = Greepzaal MUMC+
Clinical track > lectures in breakout room = Groene zaal Maastricht University UNS50
WEDNESDAY 28 JUNE 2023
Topic of the day: Radiomics
10:00-10:15 Welcome and course introduction – Philippe Lambin
10:15-11:00 Do we need AI in a Radiology Department – Joachim Wildberger
11:00-11:45 Harmonizing datasets for radiomics studies – Adrien Depeursinge
11:00-11:45 Is Radiomics still relevant? – Joe Deasy
11:45-12:30 The state of standardized radiomics – Alexander Zwanenburg
11:45-12:30 Radiomix in a radiotherapy context – Olivier Morin
12:30-13:30 Lunch
13:30-17:45 Hands-on radiomics workshop for scientists and beginners in computer rooms at UM
THURSDAY 29 JUNE 2023
Topic of the day: Deep Learning
09:00-09:15 Wednesday recap and discussion – Henry Woodruff
09:15-10:00 DL works… how do we implement it? – Bram van Ginneken
10:00-10:45 Open source auto segmentation and radiomics tools for machine learning on images – Joe Deasy
10:45-11:00 Discussion
11:00-11:30 Coffee break
11:30-12:15 Deep learning in a clinic – Andrew Maidment
12:15-13:15 Lunch
13:15-17:15 Hands-on deep learning workshop for scientists and beginners in computer rooms at UM
FRIDAY 30 JUNE 2023
Topic of the day: Synthetic Data
09:00-09:15 Thursday recap and discussion – Bram van Ginneken
09:15-10:00 GANS et al – the solution to lack of data? – Guang Yang
10:00-10:45 Virtual Clinical Trials – Andrew Maidment
10:45-11:00 Discussion
11:00-11:30 Coffee break
11:30-12:15 Synthetic Data – can we trust it? – Bram van Ginneken
11:30-12:15 Sample size calculation – Shahab Jolani
12:15-13:15 Lunch
13:15-17:15 Hackathon at The D-Lab, Maastricht University – Henry Woodruf
13:15-17:15 OMOP CDM for dataset standardization (lecture and workshop) – Anshu Ankolekar, Hamza Khan
SATURDAY 1 JULY 2023
Topic of the day: Prospective Clinical Trials
09:00-09:30 Friday recap and discussion – Olivier Morin
09:30-10:15 Summary of the ongoing and concluded prospective clinical trials – Joe Deasy
10:15-10:45 Current state of the law regarding data – David Townend
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
13:00-17:00 Hackathon at The D-Lab, Maastricht University
13:00-17:00 Design a clinical trial – Philippe Lambin
COURSE PRESENTATIONS
Delegates from the 2023 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: